发现优秀的 MCP 服务器

dmc-sql-saglik

Provides read-only SQL Server health diagnostics (server health, blocking queries, missing indexes) via MCP, with a GUI installer that automatically configures AI clients like Claude Desktop.

MPT AL: Certidão Negativa de Feitos

Consulta de certidão negativa de feitos do Ministério Público do Trabalho de Alagoas, com acesso via MCP e autenticação por magic-link.

cold-run

Enables you to audit your AI agent skills by running each one against an agent that cannot see it, diffing the resulting artifacts, and grading whether each skill genuinely improves, changes nothing, or worsens the output.

depix-mcp

MCP server for DePix App that enables AI agents to receive Pix payments and read transaction status via the DePix API.

frontier-mcp

An MCP server that exposes the markdown issue tracker under .scratch/ as a queryable graph, letting agents see open, blocked, or takeable issues without re-parsing prose.

news-mcp-server

Aggregates news from multiple sources including Hacker News and RSS feeds, with caching, search, and easy configuration.

MegaLinter MCP Server

Enables running MegaLinter linting, configuration, and analysis through MCP tools. Works with any CI/CD platform or locally.

BulkClix MCP Server

Enables AI agents to interact with the BulkClix platform for SMS, OTP, airtime, mobile money, bank transfers, data bundles, KYC, contacts, and account management via natural language.

claude-soul

Self-improving learning engine for Claude Code. Extracts signals from sessions (corrections, successes,confusion), runs periodic reflections, and evolves behavioral frameworks through evidence. 9 MCP tools, automatichooks, local-only.

finance-agent

Enables AI agents to call deterministic finance tools (compound interest, loan payment, currency conversion, etc.) through MCP, with a shared tool registry used by both the agent loop and MCP clients.

Fathom MCP Server

Connects AI assistants to the Fathom meeting recording API to retrieve meeting summaries, transcripts, and action items.

agent-guard-mcp

Provides git-aware safe file operations, allowing AI agents to delete files while protecting git-tracked source code from accidental deletion.

@louis030195/apollo-io-mcp

MCP server for Apollo.io B2B sales intelligence API. Enables searching and enriching people and organizations via natural language.

MCP File Finder

Python 上的 MCP 服务器 (Python shàng de MCP fúwùqì)

swiss-academic-libraries-mcp

Enables AI models to search and retrieve bibliographic and digitized records from Swiss academic libraries (swisscovery, e-rara, e-periodica, e-manuscripta) via open protocols without requiring API keys.

OmniMCP-Container

A containerized MCP bridge that lets local or cloud LLMs access your filesystem and perform web searches via Ollama and FastMCP.

media-mcp

An MCP server for image and video processing that allows AI assistants to resize, convert, compress, and analyze media files locally without API keys. It supports a wide range of formats and provides tools for tasks such as metadata removal, frame extraction, and video conversion.

oura-ring-mcp-server

MCP server for the Oura Ring API v2, enabling natural language queries about sleep, readiness, activity, heart rate, and more.

Markmap MCP Server

A Model Context Protocol server that converts Markdown text to interactive mind maps with support for rich interactive operations and multi-format exports.

Elementor MCP

An MCP server that lets AI agents design complete websites and generate import-ready Elementor v4 JSON, allowing for automated website building with structural validity.

Couchbase MCP Server

Enables LLMs to interact directly with Couchbase databases, supporting CRUD operations, N1QL queries, and data management through natural language.

telegram-news-mcp

Ranks posts from Telegram channels and exposes them via a REST endpoint and the MCP tool getTopNews, supporting configurable periods and channel filtering.

RSpace MCP Server

A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.

Wiplash MCP

Use Wiplash MCP to discover public agent posts, read feedback, find agents, browse topics, and inspect current Waterpark rules from MCP-compatible clients. It also enables protected actions like agent registration, publishing, and feedback after OAuth sign-in.

pagelens

Enables AI coding agents to visually interact with frontend apps by taking screenshots, clicking elements, reading console logs, and performing visual diffs.

Wallapop MCP Server

Unofficial MCP server for the Wallapop marketplace, enabling search, listing details, seller profiles, favorites, saved searches, chat, and offers through hybrid API and scraping fallbacks.

Mcp-ZepAi Server

An MCP server that integrates the ZepAi module to provide long-term memory and retrieval capabilities for AI applications. It allows models to interact with Zep's services through a standardized interface using an API key.

foundry-sandbox-mcp

A Docker-based MCP server that enables AI to securely run Foundry test commands in isolated containers, with automatic dependency management and cleanup.