Discover Awesome MCP Servers

meta-threads-mcp

Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publish posts, manage replies, and track insights through the Model Context Protocol.

pi-codegraph

Enables structural code analysis with worktree-aware index management, supporting explore, search, impact, and more via CodeGraph tools for Pi and OMP.

UltraMemory

Cross-tool memory for AI that enables deterministic recall-first memory across multiple tools (Claude Code, Desktop, ChatGPT, etc.) with honest abstention when it doesn't know.

Yelp Fusion MCP Server

Provides access to Yelp's business database for searching local businesses, retrieving detailed ratings and reviews, and performing market research through business counts. It enables users to look up businesses by location, category, or phone number using the Yelp Fusion API.

BigQuery MCP server

A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.

Apple Health Shortcuts MCP

Enables AI to query Apple Health data through three read-only tools: current status, detailed sleep/metrics, and trends over 7/14/30 days. It deploys to Cloudflare quickly, keeping health data private and access-controlled.

universal-memory

A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across sessions. Features an auto-adaptation engine that syncs global instructions to ensure operational cohesion and optimize token usage across any LLM or multi-agent workflow.

Advanced HWP MCP Server

Enables comprehensive control of Korean Hangul (HWP) documents with 59 features including document manipulation, text editing, formatting, table operations, PDF export, and advanced automation capabilities like template filling and document structure analysis.

mcp-serial-bridge

Enables AI agents to control serial port devices (modems, instruments, embedded boards) via MCP tools for listing ports, connecting, and sending/receiving commands.

RSSFlow MCP Bridge

Acts as a secure gateway for remote MCP clients to interact with RSSFlow's local system, enabling AI models to access RSS data via tools like listing actions, querying summaries, and executing commands.

mcp-epa-regulations

This MCP server provides access to US Environmental Protection Agency regulations (40 CFR), enabling AI agents to query and retrieve regulatory data through natural language.

mcp-keap

An MCP server for interacting with Keap CRM, enabling contact and tag management, batch operations, custom fields, and advanced query optimization.

mcp-server-python

A minimal MCP server template for Python with Streamable HTTP transport, bearer token authentication, and a hello tool, designed for deployment on Render.

Timezone By Location MCP Server

Provides access to the Timezone By Location API to retrieve timezone information based on geographic location data.

GitMem

Persistence memory MCP server that enables AI coding agents to recall and learn from past sessions, storing scars, wins, patterns, and decisions for continuous improvement.

MCP-Soccerdata

一个开源的 MCP 服务器，它连接到 SoccerDataAPI，并通过自然语言交互提供最新的足球比赛信息。

Canvas Agent

MCP server that connects AI assistants to Instructure Canvas LMS, enabling teachers and administrators to manage courses, assignments, grades, and more through natural language.

bloodhound

Enables users to query BloodHound Active Directory graph data using natural language, finding attack paths, Kerberoastable accounts, and other AD security insights.

MCP Server Fichador

A Model Context Protocol server that searches educational articles from todamateria.com.br and automatically creates structured reading cards with summaries, key points, and citations.

Stock MCP Server

Provides technical analysis for Korean and US stocks through natural language queries. Enables users to analyze stock charts, search for tickers, and access technical indicators like RSI and MACD within Claude Desktop and other MCP clients.

Spring AI MCP Server Example

一个用于娱乐和实验的 Spring AI MCP 服务器示例项目。🚀 它使用带有虚拟 Person 数据的内存数据存储实现基本的 CRUD 操作。🤖

AgentSpawnMCP

A universal MCP server for spawning agents with any OpenAI-compatible LLM, supporting cloud and local models, and integrating with Claude Code, OpenCode, and Codex CLI.

Charlotte

A token-efficient MCP server that gives AI agents structured access to the web, returning compact page summaries and targeted queries instead of full accessibility dumps.

Docebo MCP Server

A Model Context Protocol server implementation using StreamableHTTPServerTransport for HTTP-based communication with support for server-sent events (SSE) and session management.

MCP OpenAPI Discovery

Discovers, inspects, and executes requests against OpenAPI or Swagger APIs directly from documentation URLs or specification files. It enables users to trace parameter usage across an API and perform authenticated HTTP requests through a structured toolset.

TROVE

A macOS-only local-private runtime that returns bounded cited evidence to external Agents via MCP, with optional Reply Runtime and WeChat source Provider.

Catalyst Edge MCP Server

Enables AI agents to access audited SEC intelligence, including scored catalyst picks and track record data, via the Model Context Protocol.

Terminal Command MCP Server

Enables Claude Desktop to execute terminal commands in a controlled workspace via the Model Context Protocol.

lark-mcp-on-agentcore

Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc.) for Amazon Quick Desktop, hosted on AWS Bedrock AgentCore with multi-user OAuth isolation.

ghost-inspector-mcp

MCP server for the Ghost Inspector API that lets agents inspect and manage end-to-end browser tests, offering read-only tools for inventory, module usage, and stale test analysis, plus opt-in guarded write operations.