发现优秀的 MCP 服务器

civic-mcp

A minimal MCP server that exposes U.S. election dates via the get_election_dates tool, supporting all 50 states and DC with fuzzy state name matching.

sampling-mcp

A minimal FastMCP server demonstrating the sampling mechanism, where the server requests a client-side LLM completion to summarize documents.

AXYS MCP Lite

Enables AI assistants to search through structured databases and unstructured content (documents, videos, files) using natural language queries with semantic understanding.

mcp-server-grf

MCP server for managing Git reference repositories, enabling AI assistants to add, load, and sync reference code from any Git repository.

vision-mcp-server

An MCP server for analyzing images using ModelScope's vision models. Supports both local files and URLs, enabling image content description and question answering.

mcp-finnhub

MCP server providing comprehensive access to Finnhub financial market data API for AI assistants like Claude Desktop.

KiCad MCP Server

Enables natural language search and exploration of KiCad component symbol libraries with fast full-text search across 20,000+ components including metadata like datasheets, footprints, and descriptions.

hive-mcp-origin

MCP server for Hive Origin that stamps work hashes with dual-signed post-quantum receipt envelopes (ML-DSA-65 + Ed25519) for copyright creation proof, plus queries for proven creators and paginated work history.

model-gateway

Configurable MCP server that lets you define LLM-powered tools via JSON, enabling easy integration of multiple models (GPT, Gemini, Claude, etc.) as MCP tools without writing Python code.

Apple Music Remote MCP

A read-only MCP bridge that lets ChatGPT access your personal Apple Music playlists and library from ordinary conversations.

short-video-maker

Automated short-form video creation from text prompts, combining text-to-speech, captions, background videos, and music, exposed as an MCP server for AI agents.

sqlite-mcp

Read-only SQLite access for AI agents in a single ~1 MB static binary. Query tool with row limits, list_tables, and table schemas exposed as MCP resources. The database is opened read-only, so writes fail at the SQLite layer. No Python, no Node, no runtime to install; SQLite is compiled in. Binaries for Linux, macOS, and Windows.

mariadb-mcp-server

一个提供对 MariaDB 只读访问权限的 MCP 服务器。

HTML to Markdown Converter MCP

Converts raw HTML to clean Markdown, optimized for LLM token efficiency and deterministic processing.

image-analysis-mcp

FastMCP server for image analysis providing OCR, metadata, and EXIF extraction.

SME Library MCP

Enables AI agents to create, search, and manage subject matter expert profiles, including private workspace organization and moderated sharing to a common library.

text-stats-ai-mcp

Provides text analysis tools including word counting, reading time estimation, keyword density analysis, and sentiment scoring.

mcp-wordpress-instaWP

mcp-wordpress-instaWP

cowork-qa-mcp

Provides an LLM with a real Chromium browser to perform web tasks, recording every action into a structured trace for later verification of goal completion.

@qubaomingg/stock-mcp

一个使用 Alpha Vantage API 查询股票信息的 MCP 服务器。

RedTransporteMCP

Private MCP server adapter for RedTransporteAPI, providing read-only access to Santiago de Chile public transit data including stops, routes, real-time iBus/RED predictions, and RAPTOR journey planning, secured with deny-by-default bearer token authentication over stdio or streamable HTTP.

TypeScript AST MCP Server

Enables MCP-compatible clients to analyze TypeScript code by finding method references, dependency imports, and React component trees.

IoT MCP Server

Enables AI assistants to read sensor data from IoT devices and dispatch data collection tasks through a unified interface supporting multiple protocols.

Dev AI Ecosystem MCP

Provides AI agents with 6 tools for searching Hugging Face models, GitHub trending repos, analyzing GitHub repositories, fetching dev.to articles, Show HN launches, and Product Hunt daily launches. Built for dev tooling research and AI ecosystem analysis.

lanhu-mcp-server

Enables AI coding tools to read Lanhu design data and automate Design to Code, including project browsing, layer tree extraction, DDS semantic components, and code generation.

openscad-mcp

Enables LLMs to create and manipulate 3D models using OpenSCAD through MCP tools for code-based modeling, preview, and export.

localterminal-lite

Bridges ChatGPT with local computer for controlled file and project management, featuring session-based collaboration and diff tracking.

warrant-mcp

An MCP server that enforces plain-English rules on AI agent tool calls, deterministically blocking forbidden actions before execution via a Claude Code hook and a check_action tool.

Log Analyzer MCP

An MCP server for AI-powered log analysis that enables parsing, searching, and debugging across nine log formats directly within Claude. It features automated error extraction, sensitive data scanning, and streaming support for large log files.