发现优秀的 MCP 服务器

schema-sieve-mcp

Local MCP tool for understanding JSON Schema files while planning tests, summarizing types, required fields, constraints, and generating placeholder paths without copying data.

Log Intelligence MCP

MCP server for semantic log ingestion, hybrid retrieval, and cleanup, enabling natural-language querying of log files with dense+BM25 retrieval and full provenance.

oura-mcp

Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep data, time-series biometrics, hypnogram rendering, and analytical tools, unlike other MCPs that only provide daily scores.

MLB Stats MCP Server

Provides access to comprehensive MLB baseball statistics through the MLB Stats API, pybaseball library, Statcast data, FanGraphs, and Baseball Reference, including support for generating matplotlib visualizations.

MCP Geocoder Rosetta

一个“罗塞塔石碑”代码仓库，展示如何使用 Python（通过 Google Maps SDK 和使用 urllib 直接调用 Google Maps API）和 TypeScript 创建简单的地理编码器 MCP 服务器。包含命令行客户端以及关于如何将它们添加到 Claude 桌面应用程序的文档。

infinihash-kyt-mcp

MCP server for Infinihash KYT providing real-time blockchain transaction monitoring, sanctions screening, and SAR generation. It enables MCP-compatible agents to screen wallets against OFAC SDN and generate compliance cases.

Youth Policy Navigator

MCP server that searches and matches youth policies and subsidies, checks eligibility conditions against user profiles, and returns detailed reasons (eligible/ineligible/needs_more_info) to drive an agentic question-answer loop.

Memory-Facade

A stateless MCP server that gives coding agents a curated entry point to shared memory, orchestrating Hindsight (facts) and LightRAG (corpora) for automatic routing, URL ingestion, and consistency tooling.

claude-screen-mcp

Enables read-only screen capture, OCR, and change detection without input control.

deeptempo-mcp-servers

Provides tools for DeepTempo AI SOC including findings and case management, investigation workflow orchestration, action approval workflows, and MITRE ATT&CK layer generation.

MCP Secure Agents

Secure MCP server that enforces allowlist-based policies, read-only access, input validation, and human-in-the-loop for sensitive actions, enabling safe vulnerability analysis.

Memora

A local, persistent, semantically-aware knowledge graph for AI coding agents like Claude Code, providing efficient session memory with minimal token cost and zero runtime network calls.

polydev-ai

Query multiple AI models (GPT-4, Claude, Gemini, Grok) in parallel for diverse perspectives. Get different expert viewpoints when stuck or need enhanced reasoning.

PiR2 Academy Instagram Publisher MCP

Local MCP server for preparing previews and publishing single image posts to Instagram after explicit user confirmation, with OAuth and safety safeguards.

ptna-enc-mcp

Enables normalization of musical piece and composer names by searching the Pitina Piano Piece Encyclopedia, returning official titles, composer names, opus numbers, and performance times.

remote-mcp-server

Enables running a remote MCP server on Cloudflare Workers with OAuth login, allowing tools to be accessed remotely.

SocialRouter MCP Server

Enables LLM agents to extract social media data (LinkedIn, Instagram, X, Reddit) via the SocialRouter API, supporting tools for extraction, provider listing, balance checking, and retrieval of past extractions.

IOG Model Context Protocol (MCP) Server

构建我的第一个模型上下文协议服务器

Chatwoot MCP Server

A Model Context Protocol (MCP) server that connects AI assistants like Claude to your Chatwoot instance. Manage customer conversations, read messages, send replies, and filter by date ranges -- all through natural language.

mcp-agro-brasil

Provides Brazilian agribusiness data such as livestock, crop prices, weather, exchange rates, and news through MCP tools.

growth-mcp

Open-source MCP server that audits websites for AI search readiness, providing deterministic scoring (0-100) and prioritized fix lists for metrics like JSON-LD, llms.txt, heading hierarchy, and AI crawler access.

MCP Database Server

Enables interaction with SQLite databases through natural language, supporting SQL queries, CSV imports, and schema exploration.

EnvMem

Personal environment variable memory with semantic search and project management. Enables storing, searching, and retrieving environment variables via MCP, supporting project organization and auto-fill of .env files.

MySQL Ops MCP

A generic MCP server for MySQL operations, enabling listing databases/tables, describing schemas, running read-only SQL, and optionally executing write SQL with logging.

fallinsuranceonboard-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources for AI clients.

Azure DevOps MCP

This MCP server enables agents to list, view diffs, create, and submit Azure DevOps pull requests using VS Code's Microsoft authentication.

MCP 101 Example

A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.

Academic Archive Gateway

MCP server for AI assistants to search and download ebooks from Z-Library and Anna's Archive, configured locally with automatic setup and download path.