Discover Awesome MCP Servers

Document Q&A MCP Server

Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

Bitcoin Agents MCP Server

MCP server for interacting with Bitcoin Agents on Stacks blockchain. Bitcoin Agents are Tamagotchi-style AI companions that live on-chain.

Remote MCP Server on Cloudflare

Enables deployment of MCP servers on Cloudflare Workers with OAuth authentication, allowing remote access to MCP tools via SSE transport. Includes example math tools and supports connection from Claude Desktop and MCP Inspector.

ASSETMCP

A Python MCP server for searching, downloading, extracting, inspecting, and previewing game assets from multiple public sources.

mcp-reddit-publisher

MCP server to publish on Reddit safely, with automated rule checking, dry-run mode, and subreddit allowlisting.

Garmin Workouts MCP Server

Enables AI agents to access Garmin Connect activities, workouts, and workout templates for querying and creating workout plans.

MCP Image Resolver

An MCP server that enables AI assistants to search for royalty-free images from Pexels and Unsplash using natural language, returning structured results with metadata.

claude-for-abap

MCP server giving Claude (and any MCP-compatible client) live access to SAP systems via ADT for reading, searching, editing, and activating ABAP objects.

RAP2 MCP Server

Enables AI assistants to access and search RAP2 API documentation, allowing users to query interface details, search APIs by keywords, and retrieve repository interfaces through natural language.

bruno-mcp

Read-only MCP server for indexing and searching Bruno API collections. Enables endpoint discovery and contract retrieval without executing requests.

clawborrator-mcp

Connects Claude Code instances to a clawborrator hub via WebSocket, enabling cross-session communication, file exchange, and agent dispatch.

vite-mcp

A Vite plugin that provides MCP server capabilities, enabling MCP clients to interact with browser environments through adapters for console, cookies, storage, performance, and component tree inspection.

Google Flights Policy Recommender (MCP)

Searches Google Flights, labels results as in-policy or out-of-policy based on a travel policy file, and ranks them by preferences like nonstop, alliance, or price.

tanium-gateway-mcp

Enables natural language querying of Tanium assets, vulnerabilities, patches, and deployment information through the Tanium Gateway GraphQL API, integrating with MCP hosts like Claude Desktop, Cursor, VS Code, and Gemini CLI.

environment-mcp

MCP server that provides tools to access Google Maps Environment APIs for air quality, pollen, and weather data, enabling queries like current conditions, forecasts, and history.

MCP-Mem0

A robust server for managing long-term agent memory using Mem0, providing efficient storage and retrieval of agent memories with a lightweight Python-based implementation.

GIWA MCP Server

Enables AI agents to interact with the GIWA blockchain, including balance queries, contract interactions, Flashblocks preconfirmations, Dojang attestations, and UP ID resolution.

Codex Computer Use Ventura

Restores OpenAI Codex Computer Use on macOS 13 by building a clean-room MCP backend that adapts to the bundled sky interface, enabling screen interaction and app control without modifying system libraries.

Discord Webhook MCP

A Model Context Protocol server that enables LLMs to send, edit, and delete Discord messages using webhooks. It supports text content, rich embeds, and thread interactions with strict Zod-based parameter validation.

Cerefox

User-owned shared memory for AI agents, providing a persistent, curated knowledge layer with hybrid search and cross-agent coordination via Postgres + pgvector.

Fantasy MCP

Multi-agent parlay optimization system using CrewAI to analyze games, evaluate props, and construct optimal parlay combinations.

Zotero MCP Server

Enables AI assistants to search, cite, and manage research references directly from a Zotero library.

obsidian-rag-mcp

Enables semantic search over an Obsidian vault using natural language, retrieving relevant notes and extracted conclusions.

kafka-mcp

Exposes Kafka administration operations as MCP tools, enabling AI agents to inspect Kafka clusters using natural language.

planka-mcp

MCP server enabling AI agents to manage PLANKA kanban boards with full CRUD support for cards, tasks, labels, comments, and lists.

MCP Easy Installer

MCP Easy Installer 是一个强大的 MCP 服务器，它提供搜索、安装、配置、修复和卸载 MCP 服务器的工具。

mcp-starter

A production-grade MCP starter server in TypeScript with example tools, resources, and integration tests. It provides a clean, extensible foundation for building custom MCP servers.

RAG MCP Server

Exposes a Retrieval-Augmented Generation pipeline as MCP tools, allowing users to index documents and query them through any MCP-compatible client like Claude or IDEs.

FastMCP Demo Server

A demonstration server showcasing MCP capabilities with basic tools including addition calculations and weather API integration for fetching city weather data.