Model Context Protocol Tools
Discover and integrate powerful MCP tools for your AI applications. Browse our curated collection of servers and implementations to enhance Claude, ChatGPT, and other AI assistants.
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agent
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
anyquery
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
imagen3-mcp
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
lunar#mcpx
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—centralize tool discovery, access controls, call prioritization, and usage tracking to simplify agent workflows.
magg
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.
mcgravity
A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
mcp
Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
mcp-access-point
Turn a web service into an MCP server in one click without making any code changes.
MCPJungle
Self-hosted MCP Server registry for enterprise AI Agents
mcpmcp-server
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
metatool-app
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
mindsdb
Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
open-mcp
Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
openai-gpt-image-mcp
OpenAI GPT image generation/editing MCP server.
pipedream
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
pluggedin-mcp-proxy
A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
anilist-mcp
A MCP server integrating AniList API for anime and manga information
aseprite-mcp
MCP server using the Aseprite API to create pixel art
bazi-mcp
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
blender-mcp
MCP server for working with Blender
davinci-resolve-mcp
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
discogs-mcp-server
MCP server to interact with the Discogs API
isaac-sim-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
manim-mcp-server
A local MCP server that generates animations using Manim.
MayaMCP
MCP server for Autodesk Maya
mcp
A 3D printer MCP server that allows for getting live printer state, webcam snapshots, and printer control.
mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
metmuseum-mcp
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
oorlogsbronnen-mcp
Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
rijksmuseum-mcp
Rijksmuseum API integration for artwork search, details, and collections
video-editing-mcp
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
biomcp
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
biothings-mcp
MCP server to interact with the BioThings API, including genes, genetic variants, drugs, and taxonomic information.
gget-mcp
MCP server providing a powerful bioinformatics toolkit for genomics queries and analysis, wrapping the popular `gget` library.
opengenes-mcp
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
synergy-age-mcp
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
ashra-mcp
Extract structured data from any website. Just prompt and get JSON.
bilibili-mcp
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
bilibili-mcp-js
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
browser-control-mcp
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
browser-use-mcp-server
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
gomcp
An MCP server in Go for Lightpanda, the ultra fast headless browser designed for web automation
mcp
Automate your local Chrome browser
mcp-aoai-web-browsing
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
mcp-browser-kit
An MCP Server for interacting with manifest v2 compatible browsers.
mcp-browser-kit
An MCP Server that enables AI assistants to interact with your local browsers.
mcp-server-apple-reminders
An MCP server for interacting with Apple Reminders on macOS
mcp-server-apple-shortcuts
An MCP Server Integration with Apple Shortcuts
mcp-server-browser
Browser automation capabilities using Puppeteer, both support local and remote browser connection.
mcp-server-browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
mcp-server-playwright
An MCP server for browser automation using Playwright
mcp-server-youtube-transcript
Fetch YouTube subtitles and transcripts for AI analysis
playwright-mcp
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
playwright-mcp-server
An MCP server using Playwright for browser automation and webscrapping
playwright-plus-python-mcp
An MCP python server using Playwright for browser automation,more suitable for llm
server-puppeteer
Browser automation for web scraping and interaction
web-eval-agent
An MCP Server that autonomously debugs web applications with browser-use browser agents
web-search
An MCP server that enables free web searching using Google search results, with no API keys required.
4everland-hosting-mcp
An MCP server implementation for 4EVERLAND Hosting enabling instant deployment of AI-generated code to decentralized storage networks like Greenfield, IPFS, and Arweave.
adls-mcp-server
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
alibaba-cloud-ops-mcp-server
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
aws-mcp-server
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
aws-pricing-mcp
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.
azure-cli-mcp
A wrapper around the Azure CLI command line that allows you to talk directly to Azure
azure-resource-graph-mcp-server
A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
books-mcp-server
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
esxi-mcp-server
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
k8m
Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
k8s-mcp-server
A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
k8s-mcp-server
A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through a standardized interface, including API resource discovery, resource management, pod logs, metrics, and events.
kom
Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
kubectl-mcp-server
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
Kubernetes MCP Server
powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for **any** Kubernetes resource, this server provides specialized tools to interact with your cluster.
liveblocks-mcp-server
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks.io) such as rooms, threads, comments, notifications, and more. Additionally, it has read access to Storage and Yjs.
mcp
AWS MCP servers for seamless integration with AWS services and resources.
mcp
Open source podcast hosting platform
mcp-cyclops
An MCP server that allows AI agents to manage Kubernetes resources through Cyclops abstraction
mcp-ipfs
upload and manipulation of IPFS storage
mcp-k8s
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
mcp-k8s-eye
MCP Server for kubernetes management, and analyze your cluster, application health
mcp-k8s-go
Kubernetes cluster operations through MCP
mcp-nutanix
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
mcp-redis-cloud
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
mcp-server
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
mcp-server-aws-sso
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact with AWS resources by initiating SSO login, listing accounts/roles, and executing AWS CLI commands using temporary credentials.
mcp-server-cloudflare
Integration with Cloudflare services including Workers, KV, R2, and D1
mcp-server-kubernetes
Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
mkp
MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.
mkp
Model Kontext Protocol Server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters through native Go implementation with direct API integration and comprehensive resource management
nebulablock-mcp-server
integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
netskope-mcp
An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
ocireg-mcp
An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.
portainer-mcp
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
qiniu-mcp-server
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
tfmcp
- A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
mcp-js
A Javascript code execution sandbox that uses v8 to isolate code to run AI generated javascript locally without fear. Supports heap snapshotting for persistent sessions.
mcp-run-python
Run Python code in a secure sandbox via MCP tool calls
mcp-server-js
Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
node-code-sandbox-mcp
based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
openapi-mcp
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
openapi-to-mcp
Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and request body.
outsource-mcp
Give your AI assistant its own AI assistants. For example: "Could you ask openai to generate an image of a dog?"
PRIMS
submitted code in an isolated environment.
Agent-MCP
A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.
code-assistant
Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple projects concurrently.
code-to-tree
A single-binary MCP server that converts source code into AST, regardless of language.
codemcp
Coding agent with basic read, write and command line tools.
developer
Comprehensive developer tools for file editing, shell command execution, and screen capture capabilities
leetcode-mcp-server
MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.
MaxMSP-MCP-Server
A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.
mcp-server-leetcode
An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
RepoMapper
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat
serena
A fully-featured coding agent that relies on symbolic code operations by using language servers.
vscode-mcp-server
A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
winx-code-agent
A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.
cli-mcp-server
Command line interface with secure execution and customizable security policies
DesktopCommanderMCP
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
intlayer
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
iterm-mcp
A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
kill-process-mcp
List and terminate OS processes via natural language queries
mcp_safe_local_python_executor
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
mcp-server-commands
Run any command with `run_command` and `run_script` tools.
mcp-shell
🪟 Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.
mcp-shell-server
A secure shell command execution server implementing the Model Context Protocol (MCP)
pyATS_MCP
Cisco pyATS server enabling structured, model-driven interaction with network devices.
ssh-mcp
MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.
term_mcp_deepseek
A DeepSeek MCP-like Server for Terminal
acp-mcp
An MCP server acting as an adapter into the [ACP](https://agentcommunicationprotocol.dev) ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.
bluesky-context-server
Bluesky instance integration for querying and interaction
calcom-mcp
MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.
chatterboxio-mcp-server
MCP server implementation for ChatterBox.io, enabling AI agents to send bots to online meetings (Zoom, Google Meet) and obtain transcripts and recordings.
didlogic_mcp
An MCP server for [DIDLogic](https://didlogic.com). Adds functionality to manage SIP endpoints, numbers and destinations.
google_workspace_mcp
Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
google-calendar-mcp
An MCP server to interface with the Google Calendar API. Based on TypeScript.
gtasks-mcp
An MCP server to Manage Google Tasks
imessage-query-fastmcp-mcp-server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
inbox-zero
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
line-bot-mcp-server
MCP Server for Integrating LINE Official Account
mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
mattermost-mcp-host
A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
mcp
An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
mcp_server_notify
A MCP server that send desktop notifications with sound effect when agent tasks are completed.
mcp-googletasks
An MCP server to interface with the Google Tasks API
mcp-gsuite
Integration with gmail and Google Calendar.
mcp-teams-server
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
mcp-twikit
Interact with Twitter search and timeline
ms-365-mcp-server
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook, mail, files, Excel, calendar)
nostr-mcp
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
ntfy-mcp
The MCP server that keeps you informed by sending the notification on phone using ntfy
ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents (supports secure token auth & more - use with npx or docker!)
open-feishu-mcp-server
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and providing comprehensive Feishu document management tools including block creation, content updates, and advanced features.
producthunt-mcp-server
MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
slack-mcp-server
The most powerful MCP server for Slack Workspaces.
telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
telephony-mcp-server
MCP Telephony server for automating voice calls with Speech-to-Text and Speech Recognition to summarize call conversations. Send and receive SMS, detect voicemail, and integrate with Vonage APIs for advanced telephony workflows.
tsgram-mcp
TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the go!
vrchat-mcp
This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
wecombot
An MCP server application that sends various types of messages to the WeCom group robot.
whatsapp-mcp
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
ycloud-whatsapp-mcp-server
MCP server for WhatsApp Business Platform by YCloud.
inoyu-mcp-unomi-server
An MCP server to access and updates profiles on an Apache Unomi CDP server.
mcp-mermaid
Generate [mermaid](https://mermaid.js.org/) diagram and chart with AI MCP dynamically.
mcp-server-chart
A Model Context Protocol server for generating visual charts using [AntV](https://github.com/antvis).
mcp-server-iaptic
Connect with [iaptic](https://www.iaptic.com) to ask about your Customer Purchases, Transaction data and App Revenue statistics.
mcp-tinybird
An MCP server to interact with a Tinybird Workspace from any MCP client.
OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
adx-mcp-server
Query and analyze Azure Data Explorer databases
airtable-mcp
Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
airtable-mcp-server
Airtable database integration with schema inspection, read and write capabilities
alibabacloud-tablestore-mcp-server
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
chroma-mcp
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
convex-backend
Convex database integration to introspect tables, functions, and run oneoff queries ([Source](https://github.com/get-convex/convex-backend/blob/main/npm-packages/convex/src/cli/mcp.ts))
db-mcp-server
performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.
dicom-mcp
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
dolphindb-mcp-server
TDolphinDB database integration with schema inspection and query capabilities
elasticsearch-mcp-server
MCP Server implementation that provides Elasticsearch interaction
firebase-mcp
Firebase services including Auth, Firestore and Storage.
gateway
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
genai-toolbox
Open source MCP server specializing in easy, fast, and secure tools for Databases.
greptimedb-mcp-server
MCP Server for querying GreptimeDB.
influxdb-mcp-server
Run queries against InfluxDB OSS API v2.
mcp
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).
mcp-aiven
- Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
mcp-alchemy
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
mcp-bigquery-server
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
mcp-clickhouse
ClickHouse database integration with schema inspection and query capabilities
mcp-confluent
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
mcp-database-server
Fireproof ledger database with multi-user sync
mcp-google-sheets
A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
mcp-gsheets
MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.
mcp-hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
mcp-libsql
Production-ready MCP server for libSQL databases with comprehensive security and management tools.
mcp-memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
mcp-mongo-server
A Model Context Protocol Server for MongoDB
mcp-mysql-server
Node.js-based MySQL database integration that provides secure MySQL database operations
mcp-neo4j
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)
mcp-pinecone
Pinecone integration with vector search capabilities
mcp-redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
mcp-server-bigquery
BigQuery database integration with schema inspection and query capabilities
mcp-server-couchbase
Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.
mcp-server-duckdb
DuckDB database integration with schema inspection and query capabilities
mcp-server-jdbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol
mcp-server-jdbc
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
mcp-server-milvus
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
mcp-server-mysql
MySQL database integration in NodeJS with configurable access controls and schema inspection
mcp-server-odbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol
mcp-server-qdrant
A Qdrant MCP server
mcp-server-sqlalchemy
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc)
mcp-server-tidb
TiDB database integration with schema inspection and query capabilities
mcp-server-trino
Trino MCP Server to query and access data from Trino Clusters.
mcp-server-weaviate
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
mcp-snowflake-server
Snowflake integration implementing read and (optional) write operations as well as insight tracking
mcp-sqlite
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
mcp-timeplus
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus
mcp-trino
A Go implementation of a Model Context Protocol (MCP) server for Trino
mcp-victorialogs
Provides comprehensive integration with your [VictoriaLogs instance APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.
memvid-mcp-server
Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
mongo-mcp
MongoDB integration that enables LLMs to interact directly with databases.
mongodb-lens
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
mysql_mcp_server
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
mysql_mcp_server_pro
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization
mysql-mcp-server
friendly read-only mysql mcp server for cursor and n8n...
nile-mcp-server
Manage and query Postgres databases, tenants, users, auth using LLMs
nocodb-mcp-server
Nocodb database integration, read and write capabilities
postgres-mcp
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
prometheus-mcp-server
Query and analyze Prometheus, open-source monitoring system.
s2-sdk-typescript
Official MCP server for the S2.dev serverless stream platform.
server-postgres
PostgreSQL database integration with schema inspection and query capabilities
server-sqlite
SQLite database operations with built-in analysis features
skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
sqlite-explorer-fastmcp-mcp-server
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
supabase-mcp
Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
supabase-mcp-server
Supabase MCP Server with support for SQL query execution and database exploration tools
supabase-mcp-server
Supabase MCP Server for managing and creating projects and organisations in Supabase
VictoriaMetrics-mcp-server
An MCP server for interacting with VictoriaMetrics database.
vikingdb-mcp-server
VikingDB integration with collection and index introduction, vector store and search capabilities.
wren-engine
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
xiyan_mcp_server
to-SQL LLM.
ydb-mcp
MCP server for interacting with [YDB](https://ydb.tech) databases
databricks-genie-MCP
A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
dbt-docs-mcp
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
dbt-mcp
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
kafka-schema-reg-mcp
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry management, schema migration, and enterprise features.
keboola-mcp-server
interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
mcp-databricks-server
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
mcp-flowcore-platform
Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.
qlik-mcp
MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.
ai-distiller-mcp
Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.
aibolit-mcp-server
Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'
app-store-connect-mcp-server
An MCP server to communicate with the App Store Connect API for iOS Developers
awesome-ionic-mcp
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!
bldbl-mcp
Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
bruno-mcp
A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).
bucket-javascript-sdk#cli
Flag features directly from chat in your IDE with [Bucket](https://bucket.co).
bugsnag-mcp
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
claude-debugs-for-you
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
codelogic-mcp-server
Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.
docker-mcp
Docker container management and operations through MCP
droidmind
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
edgeone-pages-mcp
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
editorconfig_mcp
Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.
excel-mcp-server
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
fastmcp-sonarqube-metrics
A Model Context Protocol (MCP) server that provides a set of tools for retrieving information about SonarQube projects like metrics (actual and historical), issues, health status.
fetch-mcp
An MCP server to flexibly fetch JSON, text, and HTML data
Figma-Context-MCP
Provide coding agents direct access to Figma data to help them one-shot design implementation.
FileScopeMCP
Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.
firefly-mcp
Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).
gin-mcp
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
git-mcp
[gitmcp.io](https://gitmcp.io/) is a generic remote MCP server to connect to ANY [GitHub](https://www.github.com) repository or project for documentation
github-repo-mcp
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
gitingest-mcp
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to convert any Git repository into a simple text digest of its codebase.
gk-cli
A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. Works with local tools and remote services.
globalping-mcp-server
The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.
godoc-mcp-server
Query Go package information on pkg.go.dev
gradle-mcp-server
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting
HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
higress-ops-mcp-server
MCP server that provides comprehensive tools for managing [Higress](https://github.com/alibaba/higress) gateway configurations and operations.
hocr_mcp_server
based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.
ios-simulator-mcp
A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
jmeter-mcp-server
JMeter MCP Server for performance testing
jvm-mcp-server
An implementation project of a JVM-based MCP (Model Context Protocol) server.
k6-mcp-server
Grafana k6 MCP Server for performance testing
lldb-mcp
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
locust-mcp-server
Locust MCP Server for performance testing
mac-monitor-mcp
Identifies resource-intensive processes on macOS and provides performance improvement suggestions.
Magic-MCP
Create crafted UI components inspired by the best 21st.dev design engineers.
mcp
One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.
mcp
An MCP server for interacting with PostHog analytics, feature flags, error tracking and more.
MCP_AI_SOC_Sher
MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.
mcp-claude-code
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
mcp-code-runner
An MCP server for running code locally via Docker and supporting multiple programming languages.
mcp-gopls
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.
mcp-image-compression
MCP server for local compression of various image formats.
mcp-language-server
MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
mcp-link
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
mcp-nixos
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
mcp-openapi
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data
mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
mcp-package-version
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
mcp-pandoc
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
mcp-server-apache-airflow
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.
mcp-server-atlassian-bitbucket
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.
mcp-server-atlassian-confluence
Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.
mcp-server-atlassian-jira
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
mcp-server-docker
Integrate with Docker to manage containers, images, volumes, and networks.
mcp-server-flipt
Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).
mcp-server-langfuse
MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.
mcp-server-multiverse
A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
mcp-server-sql-analyzer
MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)
mcp-shrimp-task-manager
focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)
mcp-text-editor
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
mcp-typescribe
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
mcp-zenml
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines
mcpProxy
Connect to JetBrains IDE
mindmap-mcp-server
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
mobile-mcp
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
octomind-mcp
lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
openapi-mcp-server
Connect any HTTP/REST API server using an Open API spec (v3)
Opik-MCP
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
opslevel-mcp
Official MCP Server for [OpsLevel](https://www.opslevel.com)
package-registry-mcp
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
PiloTY
AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management
postman-mcp-server
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
postmancer
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
pox-mcp-server
MCP server for the POX SDN controller to provides network control and management capabilities.
qasphere-mcp
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
react-analyzer-mcp
Analyze React code locally, generate docs / llm.txt for whole project at once
restcsv-mcp-server
An MCP server for CSV files.
Rootly-MCP-server
MCP server for the incident management platform [Rootly](https://rootly.com/).
ros-mcp-server
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
rust-docs-mcp-server
Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
serveMyAPI
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
shadcn-ui-mcp-server
MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.
simulator-mcp-server
An MCP server to control iOS Simulators
sonarqube-mcp-server
A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
SpaceBridge-MCP
Bring structure and preserve context in vibe coding by automatically tracking issues.
tip-md-x402-mcp-server
MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.
unified-diff-mcp
Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration
unitree-go2-mcp-server
The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.
user-feedback-mcp
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
vercel-ai-docs-mcp
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
VSCode Devtools
Connect to VSCode ide and use semantic tools like `find_usages`
webhook-tester-mcp
based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
website-downloader
This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
xcode-mcp-server
Xcode integration for project management, file operations, and build automation
bundler_mcp
Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
jupyter-notebook-mcp
connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
label-studio-mcp-server
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
markdownify-mcp
An MCP server to convert almost any file or web content into Markdown
mcp-server-data-exploration
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
optuna-mcp
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
esp-mcp
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
gnuradioMCP
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
modbus-mcp
An MCP server that standardizes and contextualizes industrial Modbus data.
opcua-mcp
An MCP server that connects to OPC UA-enabled industrial systems.
stack-chan
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions and emotions.
box-mcp-server
Box integration for listing, reading and searching files
filestash
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
homebrew-mcp
Control your macOS Homebrew setup using natural language via this MCP server. Simply manage your packages, or ask for suggestions, troubleshoot brew issues etc.
llm-context.py
Share code context with LLMs via MCP or clipboard
markitdown
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
mcp-everything-search
Fast Windows file search using Everything SDK
mcp-file-merger
File merger tool, suitable for AI chat length limits.
mcp-filesystem-server
Golang implementation for local file system access.
mcp-gdrive
Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets.
mcp-server-opendal
Access any storage with Apache OpenDAL™
quarkus-mcp-servers
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
server-filesystem
Direct local file system access.
alchemy-mcp-server
Allow AI agents to interact with Alchemy's blockchain APIs.
alpaca-mcp
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
alpha-vantage-mcp
Alpha Vantage API integration to fetch both stock and crypto information
armor-crypto-mcp
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
base-mcp
Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
beeper-mcp
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
bicscan-mcp
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
binance-alpha-mcp
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alpha point accumulation.
blockbeats-mcp
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
blocknative-mcp
Providing real-time gas price predictions across multiple blockchains, powered by Blocknative.
braintree-mcp-server
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.
bridge-rates-mcp
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
chainlink-feeds-mcp
Providing real-time access to Chainlink's decentralized on-chain price feeds.
chainlist-mcp
An MCP server that gives AI agents fast access to verified EVM chain information, including RPC URLs, chain IDs, explorers, and native tokens.
codex-mcp
[Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks
coin-mcp-server
Bitget API to fetch cryptocurrency price.
coincap-mcp
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
coinmarket-mcp-server
Coinmarket API integration to fetch cryptocurrency listings and quotes
cointelegraph-mcp
Providing real-time access to the latest news from Cointelegraph.
crypto-feargreed-mcp
Providing real-time and historical Crypto Fear & Greed Index data.
crypto-indicators-mcp
An MCP server providing a range of cryptocurrency technical analysis indicators and strategie.
crypto-liquidations-mcp
Streams real-time cryptocurrency liquidation events from Binance.
crypto-news-mcp
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
crypto-orderbook-mcp
Analyzing order book depth and imbalance across major crypto exchanges.
crypto-pegmon-mcp
Tracking stablecoin peg integrity across multiple blockchains.
crypto-portfolio-mcp
An MCP server for tracking and managing cryptocurrency portfolio allocations.
crypto-projects-mcp
Providing cryptocurrency project data from Mobula.io to AI agents.
crypto-rss-mcp
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
Crypto-Trader-MCP-ClaudeDesktop
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
crypto-trending-mcp
Tracking the latest trending tokens on CoinGecko.
crypto-whitepapers-mcp
Serving as a structured knowledge base of crypto whitepapers.
cryptopanic-mcp-server
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
defi-yields-mcp
An MCP server for AI agents to explore DeFi yield opportunities.
dexpaprika-mcp
Coinpaprika's DexPaprika MCP server exposes high-performance [DexPaprika API](https://docs.dexpaprika.com) covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
dune-analytics-mcp
A mcp server that bridges Dune Analytics data to AI agents.
etf-flow-mcp
Delivering crypto ETF flow data to power AI agents' decision-making.
evm-mcp-server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
finbud-data-mcp
Access comprehensive, real-time financial data (stocks, options, crypto, forex) via developer-friendly, AI-native APIs offering unbeatable value.
finData-mcp-server
An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
fixparser
FIX Protocol (send orders, market data, etc.) written in TypeScript.
freqtrade-mcp
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
funding-rates-mcp
Providing real-time funding rate data across major crypto exchanges.
heurist-mesh-mcp-server
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
hyperliquid-info-mcp
An MCP server that provides real-time data and insights from the Hyperliquid perp DEX for use in bots, dashboards, and analytics.
hyperliquid-whalealert-mcp
An MCP server that provides real-time whale alerts on Hyperliquid, flagging positions with a notional value exceeding $1 million.
investor-agent
Yahoo Finance integration to fetch stock market data including options recommendations
jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
MarketAuxMcpServer
MCP server for comprehensive market and financial news search with advanced filtering by symbols, industries, countries, and date ranges.
mcp
Bitte Protocol integration to run AI Agents on several blockchains.
mcp
MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com/).
mcp
Interact with [Twelve Data](https://twelvedata.com) APIs to access real-time and historical financial market data for your AI agents.
mcp_polygon)
An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.
mcp-baostock-server
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
mcp-dexscreener
Real-time on-chain market prices using open and free Dexscreener API
mcp-mifosx
A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
mcp-server-ccxt
An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.
mcp-server-ledger
A ledger-cli integration for managing financial transactions and generating reports.
mcp-server-wuye-ai
An MCP server that interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
metatrader-mcp-server
Enable AI LLMs to execute trades using MetaTrader 5 platform
monarch-mcp-server
MCP server providing read-only access to Monarch Money financial data, enabling AI assistants to analyze transactions, budgets, accounts, and cashflow data with MFA support.
nwc-mcp-server
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
octagon-mcp-server
Octagon AI Agents to integrate private and public market data
onchain-mcp
Bankless Onchain API to interact with smart contracts, query transaction and token information
openapi
- LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
pancakeswap-poolspy-mcp
An MCP server that tracks newly created pools on Pancake Swap.
pumpswap-mcp
Enabling AI agents to interact with PumpSwap for real-time token swaps and automated on-chain trading.
raydium-launchlab-mcp
An MCP server that enables AI agents to launch, buy, and sell tokens on the Raydium Launchpad(aka LaunchLab).
rug-check-mcp
An MCP server that detects potential risks in Solana meme tokens.
shareseer-mcp-server
MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com)
solscan-mcp
An MCP tool for querying Solana transactions using natural language with Solscan API.
starknet-mcp-server
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
substrate-mcp-rs
An MCP server implementation to interact with Substrate-based blockchains. Built with Rust and interfacing the [subxt](https://github.com/paritytech/subxt) crate.
sui-trader-mcp
An MCP server designed for AI agents to perform optimal token swaps on the Sui blockchain.
tasty-agent
Tastyworks API integration to handle trading activities on Tastytrade
thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
token-revoke-mcp
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
trade-agent-mcp
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kraken) via Trade Agent's MCP server.
twitter-username-changes-mcp
An MCP server that tracks the historical changes of Twitter usernames.
uniswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
uniswap-price-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
uniswap-trader-mcp
An MCP server that delivers real-time token prices from Uniswap V3 across multiple chains.
wallet-inspector-mcp
An MCP server that empowers AI agents to inspect any wallet’s balance and onchain activity across major EVM chains and Solana chain.
web3-jobs-mcp
An MCP server that provides AI agents with real-time access to curated Web3 jobs.
web3-research-mcp
Deep Research for crypto - free & fully local
whale-tracker-mcp
A mcp server for tracking cryptocurrency whale transactions.
wsb-analyst-mcp
Reddit integration to analyze content on WallStreetBets community
xrpl-mcp-server
MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.
yahoofinance-mcp
TS version of yahoo finance mcp.
yfinance-mcp
An MCP server that uses yfinance to obtain information from Yahoo Finance.
YFinance-Trader-MCP-ClaudeDesktop
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
bgg-mcp
An MCP server that enables interaction with board game related data via the BoardGameGeek API (XML API2).
chess-mcp
Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
fantasy-pl-mcp
An MCP server for real-time Fantasy Premier League data and analysis tools.
godot-mcp
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
mcp-chess
A MCP server playing chess against LLMs.
mcp-server-runescape
An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.
mcp-unity
MCP Server for Unity3d Game Engine integration for game development
mpc-stockfish
🪟 MCP server connecting AI systems to Stockfish chess engine.
opgg-mcp
Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
Unity-MCP
MCP Server for Unity Editor and for a game made with Unity
assistant-mcp
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
biel-mcp
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.
cognee
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
context7
Up-to-date code documentation for LLMs and AI code editors.
GistPad-MCP
Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the [GistPad VS Code extension](https://aka.ms/gistpad).
graphlit-mcp-server
Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
markmap-mcp-server
An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
mcp-server
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
mcp-server-chatsum
Query and summarize your chat messages with AI prompts.
mcp-summarizer
AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
mcp-zotero
A connector for LLMs to work with collections and sources on your Zotero Cloud
mem0-mcp
A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
membase-mcp
Save and query your agent memory in distributed way by Membase
MemoryMesh
Enhanced graph-based memory with a focus on AI role-play and story generation
server-memory
Knowledge graph-based persistent memory system for maintaining context
zettelkasten-mcp
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
ipfind-mcp-server
IP Address location service using the [IP Find](https://ipfind.com) API
MCP-Geo
Geocoding MCP server for nominatim, ArcGIS, Bing
mcp-ip2location-io
Official IP2Location.io MCP server to obtain the geolocation, proxy and network information of an IP address utilizing IP2Location.io API.
mcp-server-ipinfo
IP address geolocation and network information using IPInfo API
mcp-server-iplocate
Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using IPLocate.io
MCP-timeserver
Access the time in any timezone and get the current local time
mcp-weather
Accurate weather forecasts via the AccuWeather API (free tier available).
nearby-search-mcp
An MCP server for nearby place searches with IP-based location detection.
open-streetmap-mcp
An OpenStreetMap MCP server with location-based services and geospatial data.
QGIS MCP
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
server-google-maps
Google Maps integration for location services, routing, and place details
trackmage-mcp-server
Shipment tracking api and logistics management capabilities through the [TrackMage API] (https://trackmage.com/)
Weather-MCP-ClaudeDesktop
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
weather-mcp-server
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
Weekly-Weather-mcp
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
amazon-ads-mcp-server
Enables tools to interact with Amazon Advertising, analyzing campaign metrics and configurations.
facebook-ads-mcp-server
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
google-ads-mcp-server
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.
meta-ads-mcp
Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration.
osp_marketing_tools
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
grafana-loki-mcp
An MCP server that allows querying Loki logs through the Grafana API.
last9-mcp-server
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
logfire-mcp
Provides access to OpenTelemetry traces and metrics through Logfire
lucidity-mcp
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
mcp-monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.（support CPU、Memory、Disk、Network、Host、Process）
mcp-victoriametrics
Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances
metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro
netdata#Netdata
Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
server-raygun
Raygun API V3 integration for crash reporting and real user monitoring
server-sentry
Sentry.io integration for error tracking and performance monitoring
zabbix-mcp-server
Zabbix integration for hosts, items, triggers, templates, problems, data and more.
exif-mcp
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
ffmpeg-mcp
Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
gif-creator-mcp
A MCP server for creating GIFs from your videos.
imagesorcery-mcp
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
vectara-mcp
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
agentql-mcp
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.
arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations
arxiv-mcp-server
Search ArXiv research papers
baseline-mcp-server
MCP server that searches Baseline status using Web Platform API
bing-search-mcp
Web search capabilities using Microsoft Bing Search API
biomcp
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
brave-search-mcp
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
brightdata-mcp
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
catalysishub-mcp-server
Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.
Clojars-MCP-Server
Clojars MCP Server for upto date dependency information of Clojure libraries
content-core
Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.
dappier-mcp
Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
duckduckgo-mcp-server
Web search using DuckDuckGo
duckduckgo-mcp-server
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
enrichr-mcp-server
A MCP server that provides gene set enrichment analysis using the Enrichr API
exa-mcp-server
time web information in a safe and controlled way.
fetcher-mcp
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
g-search-mcp
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
GeekNews-MCP-Server
An MCP Server that retrieves and processes news data from the GeekNews site.
google-news-mcp-server
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).
gxtract
GXtract is a MCP server designed to integrate with VS Code and other compatible editors (documentation: [sascharo.github.io/gxtract](https://sascharo.github.io/gxtract)). It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.
himalayas-mcp
Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.
job-searchoor
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
mcp_pearch
Best people search engine that reduces the time spent on talent discovery
mcp_zoomeye
Querying network asset information by ZoomEye MCP Server
mcp-hn
An MCP server to search Hacker News, get top stories, and more.
mcp-local-rag
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
mcp-opennutrition
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
mcp-paperswithcode
MCP to search through PapersWithCode API
mcp-read-website-fast
Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.
mcp-screenshot-website-fast
Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.
MCP-searxng
An MCP Server to connect to searXNG instances
MCP-SearXNG
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
mcp-server
MCP Server for DealX platform
mcp-server-deep-research
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
mcp-server-dumplingai
Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)
mcp-server-rag-web-browser
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
mcp-server-webcrawl
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
mcp-servers-kagi
Kagi search API integration
mcp-simple-arxiv
MCP for LLM to search and read papers from arXiv
mcp-simple-pubmed
MCP to search and read medical / life sciences papers from PubMed.
mcp-webresearch
Search Google and do deep web research on any topic
mcp-wolframalpha
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
melrose-mcp
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
naver-search-mcp
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
ncbi-mcp-server
Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.
nexus
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
nyt
Search articles using the NYTimes API
NyxDocs
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
octagon-deep-research-mcp
Lightning-Fast, High-Accuracy Deep Research Agent
openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
opentk-mcp
Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)
scrapeless-mcp-server
The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
search1api-mcp
Search via search1api (requires paid API key)
server-brave-search
Web search capabilities using Brave's Search API
server-fetch
Efficient web content fetching and processing for AI consumption
stocky
An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.
trieve
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
unsplash-mcp-server
A MCP server for Unsplash image search.
vectorize-mcp-server
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
webpage-screenshot-mcp
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
webscraping-ai-mcp-server
Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.
youtube_mcp
dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.
AIM-Guard-MCP
Security-focused MCP server that provides safety guidelines and content analysis for AI agents.
apktool-mcp-server
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
attestable-mcp-server
An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before conencting.
binary_ninja_mcp
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
ciphertrust-manager-mcp-server
MCP server for Thales CipherTrust Manager integration, enabling secure key management, cryptographic operations, and compliance monitoring through AI assistants.
cve-search_mcp
A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.
cyberchef-api-mcp-server
MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
entraid-mcp-server
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, sign-in, and security operations via Microsoft Graph Python SDK.
GhidraMCP
MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
GhidraMCP
A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
ida-pro-mcp
MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.
intruder-mcp
MCP server to access [Intruder](https://www.intruder.io/), helping you identify, understand, and fix security vulnerabilities in your infrastructure.
jadx-ai-mcp
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
MCP_Security
MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
mcp_vms
A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.
mcp-dnstwist
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
mcp-maigret
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
mcp-recon
Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
mcp-security-audit
time security checks.
mcp-server
MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
mcp-server-cortex
A Rust-based MCP server to integrate Cortex, enabling observable analysis and automated security responses through AI.
mcp-server-thehive
A Rust-based MCP server to integrate TheHive, facilitating collaborative security incident response and case management via AI.
mcp-server-wazuh
A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.
mcp-shodan
MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
mcp-virustotal
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
mobb-vibe-shield-mcp
[Mobb Vibe Shield](https://vibe.mobb.ai/) identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.
onepassword-mcp-server
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
OPNSenseMCP
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language
osv-mcp
Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.
secops-mcp
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
vet
vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for fast, automated vetting.
volatility-mcp
MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.
bluesky-social-mcp
An MCP server for interacting with Bluesky via the atproto client.
facebook-mcp-server
Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.
macrocosmos-mcp
Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
twitter-mcp
All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
youtube-uploader-mcp
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly from MCP clients with all AI capabilities.
balldontlie-mcp
MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB
firstcycling-mcp
Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.
mcp-afl-server
MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
mlb-api-mcp
MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.
mvf1
MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.
strava-mcp
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs
freshdesk-mcp
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
jira-mcp
A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
mcp-jira-server
Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete project management workflow: issue CRUD, sprint management, comments/history, attachments, batch operations.
quickchat-ai-mcp
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities.
yandex-tracker-mcp
MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.
lara-mcp
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
weblate-mcp
Comprehensive Model Context Protocol server for Weblate translation management, enabling AI assistants to perform translation tasks, project management, and content discovery with smart format transformations.
daisys-mcp
Generate high-quality text-to-speech and text-to-voice outputs using the [DAISYS](https://www.daisys.ai/) platform and make it able to play and store audio generated.
kokoro-tts-mcp
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
voice-mcp
Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
alltrails-mcp-server
A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information
mcp-national-rail
An MCP server for UK National Rail trains service, providing train schedules and live travel information, intergrating the Realtime Trains API
mcp-server
Search campgrounds around the world on campertunity, check availability, and provide booking links
mcp-server-airbnb
Provides tools to search Airbnb and get listing details.
mcp-server-nationalparks
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks
ns-mcp-server
Access Dutch Railways (NS) travel information, schedules, and real-time updates
teslamate-mcp
A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
tripadvisor-mcp
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces
tripgo-mcp-server
Provides tools from the TripGo API for multi-modal trip planning, transport locations, and public transport departures, including real-time information.
atomgit-mcp-server
Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more.
gitea-mcp
Interactive with Gitea instances with MCP.
github-enterprise-mcp
MCP server for GitHub Enterprise API integration
github-graphql-mcp-server
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.
github-mcp-server
Official GitHub server for integration with repository management, PRs, issues, and more.
gitlab-mr-mcp
Interact seamlessly with issues and merge requests of your GitLab projects.
mcp-git-ingest
Read and analyze GitHub repositories with your LLM
mcp-server-azure-devops
Azure DevOps integration for repository management, work items, and pipelines.
server-git
Direct Git repository operations including reading, searching, and analyzing local repositories
server-gitlab
GitLab platform integration for project management and CI/CD operations
actors-mcp-server
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
all-in-one-model-context-protocol
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
ancestry-mcp
Allows the AI to read .ged files and genetic data
anki-mcp
Manage your Anki collection with AnkiConnect & MCP
any-chat-completions-mcp
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
apple-notes-mcp
Allows the AI to read from your local Apple Notes database (macOS only)
attio-mcp-server
Allows AI clients to manage records and notes in Attio CRM
azure-mcp
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor.
bear-mcp-server
Allows the AI to read from your Bear Notes (macOS only)
bitcoin-mcp
₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
boldsign-mcp
Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/).
cal-mcp
An MCP server for Mathematical expression calculation
climatiq-mcp-server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
coda-mcp
MCP server for [Coda](https://coda.io/)
confluence-mcp-server
Get Confluence data via CQL and read pages.
contentful-mcp
Update, create, delete content, content-models and assets in your Contentful Space
dev-mcp
Model Context Protocol (MCP) server that interacts with Shopify Dev.
DifyWorkflow
Tools to the query and execute of Dify workflows
domain-lookup-mcp
Domain name lookup service, first via [RDAP](https://en.wikipedia.org/wiki/Registration_Data_Access_Protocol) and then as a fallback via [WHOIS](https://en.wikipedia.org/wiki/WHOIS)
ethics-check-mcp
MCP server for comprehensive ethical analysis of AI conversations, detecting bias, harmful content, and providing critical thinking assessments with automated pattern learning
free-will-mcp
Give your AI free will tools. A fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.
godoc-mcp
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
gqai
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
growi-mcp-server
Official MCP Server to integrate with GROWI APIs.
hackmd-mcp
Allows AI models to interact with [HackMD](https://hackmd.io)
hko-mcp
MCP server with basic demonstration of getting weather from Hong Kong Observatory
hn-server
Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
homeassistant-mcp
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
interactive-mcp
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
jira-mcp-server
Read jira data via JQL and api and execute requests to create and edit tickets.
JotDown
An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.
keep-mcp
Read, create, update and delete Google Keep notes.
mac-apps-launcher-mcp-server
An MCP server to list and launch applications on MacOS
make-mcp-server
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants.
mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
mcp-chatgpt-responses
MCP server for Claude to talk to ChatGPT and use its web search capability.
mcp-cli
Yet another CLI tool for testing MCP servers
mcp-cli
CLI tool for testing MCP servers
mcp-confluence-server
A Model Context Protocol (MCP) server for interacting with Confluence Data Center via REST API.
mcp-datetime
MCP server providing date and time functions in various formats
mcp-graphql
Allows the AI to query GraphQL servers
mcp-graphql-forge
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
mcp-hfspace
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
mcp-human
When your LLM needs human assistance (through AWS Mechanical Turk)
mcp-installer
An MCP server that installs other MCP servers for you.
mcp-kibela
Allows AI models to interact with [Kibela](https://kibe.la/)
mcp-kibela-server
Powerfully interact with Kibela API.
mcp-linear
Integrates with Linear project management system
mcp-log-proxy
MCP server proxy that offers a Web UI to the full message flow
mcp-manager
Simple Web UI to install and manage MCP servers for Claude Desktop App.
mcp-miro
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
mcp-miro
Miro MCP server, exposing all functionalities available in official Miro SDK
mcp-notion-server
Interacting with Notion API
mcp-obsidian
This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
mcp-obsidian
Interacting with Obsidian via REST API
mcp-openai
Chat with OpenAI's smartest models
mcp-remote-call-ping-pong
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
mcp-server-asana
This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
mcp-server-calculator
This server enables LLMs to use calculator for precise numerical calculations
mcp-server-esignatures
Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.
mcp-server-giphy
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
mcp-server-home-assistant
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
mcp-server-jfx
Draw on JavaFX canvas.
mcp-server-odoo
Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.
mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
mcp-server-perplexity
Interacting with Perplexity API.
mcp-server-rabbitmq
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
mcp-server-taskwarrior
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
mcp-simple-openai-assistant
MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
mcp-simple-timeserver
An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
mcp-vegalite-server
Generate visualizations from fetched data using the VegaLite format and renderer.
MCP-wolfram-alpha
An MCP server for querying wolfram alpha API.
mcp-youtube
Fetch YouTube subtitles
my-bear-mcp-server
Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
notion_mcp
Integrates with Notion's API to manage personal todo lists
notion-mcp
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
offorte-mcp-server
The Offorte Proposal Software MCP server enables creation and sending of business proposals.
omniparser-autogui-mcp
Automatic operation of on-screen GUI.
ones-wiki-mcp-server
A Spring AI MCP-based service for retrieving ONES Waiki content and converting it to AI-friendly text format.
oura-mcp-server
An MCP server for Oura, an app for tracking sleep
pdf-tools-mcp
PDF download, view & manipulation utilities.
piapi-mcp-server
compatible apps.
plane-mcp-server
This MCP Server will help you to manage projects and issues through [Plane's](https://plane.so) API
rae-mcp
🪟 MPC Server to connect your preferred model with https://rae-api.com, Roya Academy of Spanish Dictionary
raindrop-io-mcp-server
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
rember-mcp
Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats.
replicate-flux-mcp
Provides the ability to generate images via Replicate's API.
ScreenPilot
enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
server-everything
MCP server that exercises all the features of the MCP protocol
shopify-storefront-mcp-server
Unofficial MCP server that allows AI agents to discover Shopify storefronts and interact with them to fetch products, collections, and other store data through the Storefront API.
speech.sh
Let the agent speak things out loud, notify you when he's done working with a quick summary
Spotify
Control Spotify playback and manage playlists.
strava-mcp
An MCP server for Strava, an app for tracking physical exercise
swift-mcp-gui
MCP server that can execute commands such as keyboard input and mouse movement
things-mcp
A Model Context Protocol (MCP) server that provides seamless integration with the [Things](https://culturedcode.com/things/) productivity app. This server enables AI assistants to create, update, and manage your todos and projects in Things using its comprehensive URL scheme.
think-mcp
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool).
ticktick-mcp
[TickTick](https://ticktick.com/) MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
ticktick-mcp
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py library, it offers significantly improved filtering capabilities.
tiktok-mcp
Interact with TikTok videos
typst-mcp
MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.
unichat-mcp-server
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
utopia
MCP that simulates a set of smart home and lifestyle devices, allowing you to test agent's reasoning and discovery capabilities.
vibe-check-mcp-server
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
wanaku
The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
wcgw
Autonomous shell execution, computer control and coding agent. (Mac)
web3-mcp
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.
wenyan-mcp
Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH.
wikimedia-enterprise-model-context-protocol
Wikipedia Article lookup API
ws-mcp
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))
YouTube
Extract and convert YouTube video information.
Yuque-MCP-Server
A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.