Discover Awesome MCP Servers

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

webull-openapi-mcp

An MCP server that enables AI assistants to securely access Webull trading and market data, supporting multi-region (US/HK), various asset classes, order types, and risk controls.

naija-faker-mcp

Enables AI assistants to generate fake Nigerian data including names, addresses, phone numbers, LGAs, and states for Yoruba, Igbo, and Hausa ethnic groups.

Statistics Query and Verification MCP

MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.

AVD MCP Server

Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistants.

patsnap-mcp-biology-modality

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

MCP Time Server

A TypeScript server that provides time-related tools through the Model Context Protocol, allowing users to get current time in various timezones and convert times between different IANA timezones.

Local Knowledge RAG MCP Server

Semantic search and retrieval system for local documents using vector embeddings, enabling AI-powered search across your document collections with support for multiple embedding providers.

pkgx MCP

A Model Context Protocol server that allows AI to run any Open Source tool via pkgx, enabling Claude to execute commands while maintaining read-only access to the filesystem.

Teams MCP

Enables AI assistants to interact with Microsoft Teams, users, and organizational data via Microsoft Graph APIs, including sending messages, managing chats and channels, and searching messages.

local-video-scenes-mcp

Extracts timestamped screenshots from local videos, enabling Claude to produce visual walkthroughs without audio analysis or cloud processing.

Marketing Connect MCP Services

A Model Context Protocol server for Marketing Connect AI integrations that provides tools, resources, and prompts for AI models to interact with marketing systems and data.

Malloy MCP Server

Malloy Publisher를 통해 Malloy 데이터 모델과 상호 작용하기 위한 MCP 서버

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

@abhishekkumar00019/swagger-mcp

Dynamically converts any Swagger 2.0 or OpenAPI 3.x specification into callable MCP tools, enabling AI clients to interact with API endpoints.

updsts

Automatically update AWS credential files with temporary STS tokens and retrieve credential info, enabling secure credential management via Agent tools.

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

socializioz-chatgpt-mcp

Remote MCP server that enables ChatGPT users to manage social media posts, approvals, and scheduling through authenticated Socializioz tools with safety restrictions.

@strajkpolski/mcp

MCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.

mcp-arcgis-phoenix

Search, query, and explore City of Phoenix open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services.

CoinMarketCap Portfolio MCP Server

Transforms Claude AI into a personal crypto portfolio analyst, enabling wallet analysis, AI-powered recommendations, and portfolio tracking across 8+ blockchains through natural conversation.

DollhouseMCP

A comprehensive Model Context Protocol server that enables dynamic AI persona management with GitHub-powered marketplace integration, allowing Claude and other compatible AI assistants to activate different behavioral personas with community sharing capabilities.

Legal MCP

Enables AI assistants to search and analyze German legal texts using vector embeddings and semantic search.

Rule MCP Server

A Model Context Protocol (MCP) server for the Rule marketing automation platform. It provides full access to Rule's REST API v2 for subscriber management, campaigns, transactional messages, and more.

MCP Server Template (Python)

A minimal MCP server template with streamable HTTP transport and bearer token authentication, including an example hello tool and ready for deployment on Render.

ZeroPath MCP Server

개발자가 Claude Desktop, Cursor 및 기타 MCP 호환 환경과 같은 AI 지원 도구 내에서 자연어를 사용하여 보안 결과(SAST 문제, 비밀, 패치)를 쿼리할 수 있도록 합니다.

umami-mcp-server

MCP server for Umami Analytics that provides read-only tools to query website stats, events, sessions, reports, and more, enabling natural language analytics queries.

jina-mcp-server

A remote Model Context Protocol (MCP) server providing access to Jina Reader, Embeddings, and Reranker APIs for URL-to-markdown, web search, image search, and embeddings/reranker tools.

Professor Fit MCP

Helps PhD applicants find matching professors by research interests, outputting a ranked table with confidence scores and sources.

Intermedia Unite Voice MCP Server

Enables interaction with Intermedia Unite Voice API through authenticated REST endpoints. Provides tools for making API calls and managing OAuth credentials for voice communication services.