发现优秀的 MCP 服务器

Redmine MCP OAuth Server

Enables interaction with Redmine projects, issues, users, time entries, memberships, groups, versions, custom fields, and queries via 53 API endpoints, with OAuth authentication.

MarkdownLM MCP Server

Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.

Dear Claude

MCP server that watches issue trackers and comments for 'Dear Claude' and spawns local Claude Code instances to execute tasks, posting results back to the original platform.

tech-memory-mcp

A MCP server that gives Claude Code and other AI assistants long-term memory by automatically extracting technical knowledge from conversations and retrieving relevant experiences in future sessions.

MCP SQLite Server

通用 MCP 服务器，用于操作 SQLite

ESMfold MCP Server

Enables protein sequence analysis and structure prediction by extracting ESM-2 embeddings and batch processing FASTA files via Docker. It provides tools for large-scale embedding extraction, job monitoring, and model management within an MCP-compatible environment.

douyin-media-mcp

Parses Douyin share links to download video and audio streams, remuxes them with FFmpeg, and validates the output locally.

OWUI-Email-MCP

Enables drafting emails via Model Context Protocol in OpenWebUI using templates, generating short links for editable drafts without sending any emails.

flin-google-ads-mcp

Read-only MCP server for Google Ads, enabling querying campaigns, ad groups, ads, insights, and keywords without create/update/delete operations.

mcp-reranker

A generic Model Context Protocol (MCP) server for high-accuracy document reranking using sentence-transformers (Cross-Encoder). Ideal for enhancing RAG and AI agent decision-making. sentence-transformers (Cross-Encoder) を使用して文書の関連度を再計算・ソートする汎用 MCP (Model Context Protocol) サーバー。

pm-minecraft

Enables MCP clients to control a Minecraft survival character via Mineflayer, with a web UI, viewer, and custom TypeScript script execution.

CanLII MCP Server

Enables Claude Desktop to search the CanLII Canadian legal database and retrieve the full text of matching legal documents.

mcp-indian-astrology

Enables AI assistants to access Indian Vedic astrology services including Panchang, Kundli, matchmaking, and festivals through natural language.

openapi-mcp

MCP server for loading and exploring OpenAPI/Swagger specifications, enabling AI assistants to dynamically browse API contracts by loading specs, searching endpoints, inspecting schemas, and retrieving operations.

Apple Podcasts MCP

Owner-side Apple Podcasts analytics over the Podcasts Connect Reporter protocol: plays, unique and engaged listeners, followers, and per-episode listening for a show you own. Not the public iTunes catalog — this is the data Apple's hosting API does not expose.

PropProfessor MCP

Standalone Model Context Protocol server for PropProfessor, plus a small query CLI for local analysis.

@skill-hub/mcp-server

Enables AI assistants to discover, search, and install Claude Code Skills from SkillHub, with tools for semantic search, browsing, recommendations, and installation.

webhotelier-mcp

A read-only MCP server that lets AI assistants query the WebHotelier REST API for live hotel data, including property info, room availability, rates, calendars, and offers via natural language tools.

yt-dlp-mcp-server

Enables AI agents to inspect, plan, download, and postprocess media from YouTube and other sites using yt-dlp, with safety and full option support.

LinkedIn Profile Scraper MCP Server

使用 Fresh LinkedIn Profile Data API 获取 LinkedIn 个人资料信息的 MCP 服务器，允许用户通过提供 LinkedIn 个人资料 URL 以 JSON 格式检索个人资料数据。

foundation

MCP server for a personal long-term memory base, providing 140 tools to search and write via PostgreSQL and Qdrant, with integrations for Obsidian, session histories, meetings, tasks, and smart home.

n8n Management MCP Server

Connects AI assistants to your n8n instance to manage workflows, executions, credentials, and user settings through 31 specialized tools. It enables users to perform n8n operations like workflow creation, activation, and execution history retrieval via natural language.

Firefly III MCP Server

Integrates with Firefly III personal finance software to enable natural language management of transactions, accounts, budgets, and categories. Supports recording expenses, checking balances, and organizing financial data through conversational AI.

Microsoft MCP

A powerful MCP server that enables AI assistants to interact with Microsoft Graph API for managing Outlook emails, Calendar events, OneDrive files, and Contacts through natural language commands.

OpenGathyr

An MCP server that enables managing and searching RSS feeds using tools like list, add, remove, get-feed, and search-feeds.

MCP-TrueNAS

An MCP server that lets Claude monitor and manage a TrueNAS box in plain English. It is deliberately read-only, providing tools to check alerts, storage pools, snapshots, services, and more.

remote-mcp

Enables building and running MCP servers over streamable HTTP, exposing tools to AI assistants like Cursor, with examples of mounting multiple servers in FastAPI.

odoo-mcp-simple

MCP server to connect Claude with Odoo 18, enabling CRUD operations on Odoo models via natural language.

research-mentor-rag

MCP server that integrates a 1200-paper RAG database with six tools to support research workflows across stages like hypothesis, experiment, statistics, and writing. It routes requests to specialized skills and real-time frontier searches to provide evidence-grounded research mentoring.

Coderift MCP Server

MCP server for managing customer feature requests with role-based approvals, elicitation for high-impact changes, and support for notifications, sampling, and progress tracking. Enables employees to review, prioritize, and approve requests without direct database access.