发现优秀的 MCP 服务器

api2mcp

Serves any OpenAPI 3.x/Swagger 2.x API as a local MCP server over stdio, converting every operation into a tool that proxies requests to the upstream API with configurable headers and fixed parameters.

MCP Starter for Puch AI

A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.

Flowcast

Turn your AI coding agent into a producer of interactive, narrated walkthroughs — code, whiteboard, and 3D casts, each a single self-contained HTML file that opens in any browser. Runs locally over npx.

taru-mcp

Connects AI assistants like Claude Code and Codex to a team's shared knowledge graph for searching, storing, and managing documents.

Tandoor MCP Server

Enables interaction with Tandoor recipe management system to create, manage, and search recipes, as well as create and auto-generate meal plans with automatic ingredient and keyword creation.

codex-notify-mcp

Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具，支持自定义标题、状态、任务摘要等参数。

ha-mcp

An MCP server that enables AI assistants to control Home Assistant via natural language, including device control, automation management, and system configuration.

daraja-mcp

Enables interaction with Safaricom M-Pesa Daraja 3.0 API, covering payments, disbursements, treasury, and fraud checks, with a built-in simulator for testing without credentials.

OFAC (Sanções EUA)

Verifies names against US OFAC sanctions lists, including SDN and Non-SDN, for compliance and AML. It provides a read-only MCP tool that works with any MCP client via HTTP.

knowledge-curator-mcp

A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes using a local LLM (via Ollama) and free sources like Wikipedia and DuckDuckGo, with no cloud API or API keys.

Renfe MCP Server

Enables querying Renfe train schedules, checking prices, and finding stations across Spain using official GTFS data.

memberpass-mcp

Connects MCP clients like Claude and Cursor to MemberPass workspace, exposing 42 tools for managing projects, plans, subscriptions, members, access codes, payments, webhooks, and analytics.

voice-edge

Local voice and AI platform for macOS offering speech recognition, speech synthesis, MLX-based inference, OpenAI-compatible APIs, and MCP tools for use as an assistant or integration gateway.

mcp-whatsms

Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS, WhatsApp, OTP, contacts, and device management.

Business Assistant MCP

Multi-tenant, stateless MCP server for conversational business assistants, handling business resolution, knowledge search, and data mutations with human confirmation and security guardrails.

Vector Memory MCP

A secure vector-based memory server that provides persistent semantic memory for AI assistants using sqlite-vec and sentence-transformers. It enables semantic search and organization of coding experiences, solutions, and knowledge with features like auto-cleanup and deduplication.

us-eli-mcp

MCP server for the Congress.gov API that tracks US federal legislative process, providing tools to search bills and get bill details.

GitHub MCP Server

A Model Context Protocol server that provides Git version control operations as structured tools for AI coding agents. It enables LLMs to programmatically manage repositories through actions like committing changes, rolling back code, and comparing diffs.

Open Archives MCP Server

Enables querying genealogical records, archive statistics, historical weather, and full-text transcriptions from Open Archives via natural language.

affinity-mcp-proxy

Proxies the local Affinity MCP server over stdio, enabling tools to call Affinity's tools like execute_script and search_sdk_hints via MCP.

evident

An agent-agnostic web extraction and fetch layer that turns URLs into verified, typed data with confidence scores via MCP, REST, or SDK, orchestrating scraping engines behind a resilience ladder and supporting structured extraction against any schema.

Arham Jewellers MCP Server

Enables searching products, browsing categories, checking gold rates, tracking orders, placing orders, and getting store info for Arham Jewellers through natural language.

Mnemosyne

Provides persistent, graph-based memory for AI agents via MCP, enabling semantic search, wikilink traversal, reminders, and injection protection.

LinkedIn MCP Server

Fully featured MCP server that provides automation tools for LinkedIn, supporting browser-based scraping and API-based operations for content management, media uploads, and reactions.

valyu-mcp

Enables AI models to retrieve high-quality context from Valyu's API, including search over Wikipedia, arXiv papers, and the web.

DevHub

Self-hosted operational dashboard and MCP server that catalogs runnable services and their operational context, offering a read-only MCP endpoint to list projects, service status, runbooks, and reconciliation context.

toon-parse-mcp

An MCP server that helps AI agents reduce token usage by converting data to TOON format and stripping comments and unnecessary whitespace from code files.

Policy MCP Server

A Model Context Protocol server that enforces policies on user inputs by checking against defined rules and rude words, helping ensure AI interactions remain appropriate and compliant.

Tableau CRM Analytics MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Tableau CRM Analytics (beta): https://www.cdata.com/download/download.aspx?sku=FSZK-V&type=beta

Chinese Stock MCP

Provides real-time quotes, fund flows, and corporate announcements for Chinese A-share stocks. It enables users to search for stocks, analyze financial indicators, and summarize quarterly reports through natural language.