Python MCP Tools and Servers

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.

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.

aseprite-mcp

MCP server using the Aseprite API to create pixel art

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

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.

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.

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.

mcp

Automate your local Chrome browser

mcp-aoai-web-browsing

A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.

mcp-server-playwright

An MCP server for browser automation using Playwright

playwright-plus-python-mcp

An MCP python server using Playwright for browser automation,more suitable for llm

web-eval-agent

An MCP Server that autonomously debugs web applications with browser-use browser agents

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

esxi-mcp-server

A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

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.

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.

mcp

AWS MCP servers for seamless integration with AWS services and resources.

Python, TypeScript, Official

mcp

Open source podcast hosting platform

qiniu-mcp-server

A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.

mcp-run-python

Run Python code in a secure sandbox via MCP tool calls

TypeScript, Official

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

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.

codemcp

Coding agent with basic read, write and command line tools.

MaxMSP-MCP-Server

A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.

serena

A fully-featured coding agent that relies on symbolic code operations by using language servers.

Command Line

cli-mcp-server

Command line interface with secure execution and customizable security policies

Command Line

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`

Command Line

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.

calcom-mcp

MCP server for Calcom. Manage event types, create bookings, and access Cal.com scheduling data through LLMs.

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.

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.

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-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

producthunt-mcp-server

MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.

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.

Python, Go

whatsapp-mcp

An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups

Customer Data Platforms

mcp-tinybird

An MCP server to interact with a Tinybird Workspace from any MCP client.

Customer Data Platforms

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.

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

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

greptimedb-mcp-server

MCP Server for querying GreptimeDB.

mcp

Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries).

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-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-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-hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

mcp-memgraph

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

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-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-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

memvid-mcp-server

Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.

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

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.

server-sqlite

SQLite database operations with built-in analysis features

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.

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.

Python, Rust

wren-engine

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

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.

codelogic-mcp-server

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

droidmind

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

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.

Python, TypeScript, Rust

FileScopeMCP

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

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.

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.

jmeter-mcp-server

JMeter MCP Server for performance testing

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.

macOS

TypeScript, Rust, Official

mcp

One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents.

TypeScript, Official

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-image-compression

MCP server for local compression of various image formats.

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-server-apache-airflow

MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

mcp-server-docker

Integrate with Docker to manage containers, images, volumes, and networks.

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-sql-analyzer

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

mcp-text-editor

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

mcp-zenml

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

mindmap-mcp-server

A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.

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

pox-mcp-server

MCP server for the POX SDN controller to provides network control and management capabilities.

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.

SpaceBridge-MCP

Bring structure and preserve context in vibe coding by automatically tracking issues.

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.

webhook-tester-mcp

based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.

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.

gnuradioMCP

An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.

Embedded System

modbus-mcp

An MCP server that standardizes and contextualizes industrial Modbus data.

Embedded System

opcua-mcp

An MCP server that connects to OPC UA-enabled industrial systems.

File Systems

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

File Systems

markitdown

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

File Systems

mcp-everything-search

Fast Windows file search using Everything SDK

mcp-server-opendal

Access any storage with Apache OpenDAL™

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.

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.

coin-mcp-server

Bitget API to fetch cryptocurrency price.

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.

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.

finData-mcp-server

An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.

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.

mcp

Bitte Protocol integration to run AI Agents on several blockchains.

TypeScript, Official

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-server-ledger

A ledger-cli integration for managing financial transactions and generating reports.

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.

octagon-mcp-server

Octagon AI Agents to integrate private and public market data

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.

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.

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-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.

whale-tracker-mcp

A mcp server for tracking cryptocurrency whale transactions.

wsb-analyst-mcp

Reddit integration to analyze content on WallStreetBets community

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.

Gaming

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.

Gaming

fantasy-pl-mcp

An MCP server for real-time Fantasy Premier League data and analysis tools.

Gaming

mcp-chess

A MCP server playing chess against LLMs.

Knowledge & Memory

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

Knowledge & Memory

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

Knowledge & Memory

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-timeserver

Access the time in any timezone and get the current local time

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.

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.

Marketing

facebook-ads-mcp-server

MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

Marketing

google-ads-mcp-server

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

Marketing

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.

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

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.

imagesorcery-mcp

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

end to end RAG platforms

vectara-mcp

An MCP server for accessing Vectara's trusted RAG-as-a-service platform.

arxiv-latex-mcp

Get the LaTeX source of arXiv papers to handle mathematical content and equations

arxiv-mcp-server

Search ArXiv research papers

biomcp

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

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.

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.

GeekNews-MCP-Server

An MCP Server that retrieves and processes news data from the GeekNews site.

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.

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-searxng

An MCP Server to connect to searXNG instances

mcp-server-webcrawl

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

mcp-wolframalpha

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

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.

NyxDocs

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

openai-websearch-mcp

This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

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.

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.

unsplash-mcp-server

A MCP server for Unsplash image search.

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.

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.

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.

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.

Go, Official

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.

bluesky-social-mcp

An MCP server for interacting with Bluesky via the atproto client.

Social Media

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.

Social Media

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.

Sports

mlb-api-mcp

MCP server that acts as a proxy to the freely available MLB API, which provides player info, stats, and game information.

Sports

mvf1

MCP server that controls [MultiViewer](https://multiviewer.app), an app for watching motorsports like Formula 1, World Endurance Championship, IndyCar and others.

freshdesk-mcp

MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.

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.

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.

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.

Text-to-Speech

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

Travel & Transportation

alltrails-mcp-server

A MCP server that provides access to AllTrails data, allowing you to search for hiking trails and get detailed trail information

Travel & Transportation

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.

Travel & Transportation

tripadvisor-mcp

A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

Version Control

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.

Version Control

mcp-git-ingest

Read and analyze GitHub repositories with your LLM

Version Control

server-git

Direct Git repository operations including reading, searching, and analyzing local repositories

ancestry-mcp

Allows the AI to read .ged files and genetic data

anki-mcp

Manage your Anki collection with AnkiConnect & MCP

apple-notes-mcp

Allows the AI to read from your local Apple Notes database (macOS only)

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.

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.

keep-mcp

Read, create, update and delete Google Keep notes.

mcp-atlassian

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-installer

An MCP server that installs other MCP servers for you.

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-remote-call-ping-pong

An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

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-home-assistant

Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.

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-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.

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.

oura-mcp-server

An MCP server for Oura, an app for tracking sleep

pdf-tools-mcp

PDF download, view & manipulation utilities.

ScreenPilot

enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.

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.

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.

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

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.

wikimedia-enterprise-model-context-protocol

Wikipedia Article lookup API

YouTube

Extract and convert YouTube video information.