发现优秀的 MCP 服务器

MCP File Finder

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

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.

local-stdio-mcp

A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.

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.

Cofind

Agent-native MCP server for a tiny social feed of technical founders. Enables read, post, reply, react, and agent collaboration features like catching up, trading conviction, and managing tracks.

agent-guard-mcp

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

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.

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.

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.

@louis030195/apollo-io-mcp

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

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.

oura-ring-mcp-server

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

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.

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.

Website Scraper MCP Server

Enables AI agents to scrape, crawl, clean, chunk, and index website content into Azure AI Search for full-text retrieval.

Interagent

An MCP server that enables multiple Claude Code agents to communicate, share messages, specs, and statuses, solving coordination problems across different workspaces.

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.

pagelens

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

mcp-semanticscholar

Enables AI agents to query the Semantic Scholar Academic Graph for scholarly paper data, supporting tools for search, retrieval, and analysis.

Couchbase MCP Server

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

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.

Xiaozhi YouTube MCP

Enables searching and playing songs via YouTube Data API v3, returning YouTube playback URLs.

Weather Israel MCP Server

Enables querying weather forecasts for Israeli cities by automating browser with Playwright, extracting data from Weather2Day website, and feeding it to an LLM for natural language responses.

Excel MCP Cleyrop

Generates formatted Excel (.xlsx) files from user requests and deposits them into Cleyrop project data.

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.

Verblaze MCP Server

Connects AI tools to Verblaze localization projects, enabling management of translations, languages, screens, and project resources through natural language interactions.

football-docs

Searchable football data provider documentation for AI coding agents. Enables agents to look up verified docs on event types, qualifier IDs, coordinate systems, and more across 15 providers.