发现优秀的 MCP 服务器

crm-mcp-server

A read-only MCP server providing structured access to CRM data (companies, contacts, deals, activities) backed by SQLite. It enables LLMs to search contacts and deals, view full company accounts, find stale deals, and get pipeline summaries.

Semdex

A local MCP server that parses codebases into semantic chunks, indexes them in SQLite with vector embeddings, and exposes MCP tools for LLM agents to query.

dune-analytics-mcp

一个将 Dune Analytics 数据桥接到 AI 代理的 MCP 服务器。

A Model Context Protocol Server for the UK Science Museum Group API

英国科学博物馆集团的 MCP 服务器

MCP Server for Data Exploration

镜子 (jìng zi)

@lexvibe/mcp

One-step legal compliance for vibe-coded apps: scans project, generates privacy policies/TOS, installs cookie consent banner, and checks EU AI Act risk.

APIVerve MCP Server

Provides access to 249+ production-ready APIs through the Model Context Protocol, enabling AI assistants to fetch weather, news, geocoding, validation, and more data.

LeadDelta MCP Server

Enables AI assistants to search and retrieve LinkedIn connections via LeadDelta CRM, allowing natural language queries about contacts by name, company, job title, or location.

MCP Server Weaviate

Weaviate 的 MCP 服务器通过一个可定制的基于 Python 的服务器，促进了与 Weaviate 的集成，从而可以通过可配置的 URL 和 API 密钥与 Weaviate 数据库和 OpenAI API 进行交互。

python-runner

Execute Python code via subprocess with timeout and error handling, returning stdout, stderr, and exit code.

Demo MCP Server

A comprehensive TypeScript boilerplate MCP server featuring domain-driven design and dynamic component loading. Provides example tools for calculations and text processing, system resources, and writing assistance prompts.

jira-attachment-mcp

Fetches Jira attachments and returns them inline (for small images) or as local paths for larger files and other types, enabling AI models to access Jira attachments directly.

Titan MCP

A unified browser automation protocol that connects AI agents to multiple automation backends including Selenium, Playwright, and Puppeteer. It provides a centralized interface for agents to navigate websites, execute JavaScript, and manage web interactions across various browser engines.

mcp-server-template

A production-ready starting point for MCP servers, adding per-tool timeouts, concurrency ceilings, error boundaries, secret redaction, correlation IDs, and structured logging so tools are safe and observable for LLM callers.

Miro MCP

Miro MCP 服务器，公开官方 Miro SDK 中提供的所有功能。

Atlassian Data Center MCP

MCP servers for self-hosted Atlassian Data Center (Jira, Confluence, Bitbucket) enabling AI assistants to search, manage, and interact with issues, pages, and pull requests.

Whoishiring MCP Server

Enables Claude Desktop to scan, analyze, and track job postings from Hacker News and Y Combinator's Work at a Startup using a 24-tool MCP server with multi-stage filtering and resume-based ranking.

MCP RAG Server

Provides Retrieval-Augmented Generation capabilities by parsing documents (PDF, Markdown) and storing them in ChromaDB for semantic search and context retrieval.

Telegram Bot MCP Server

Enables AI assistants to publish, edit, search, and manage messages in Telegram channels via a set of MCP tools.

Britive MCP Server

Enables AI agents and users to interact with the Britive platform for dynamic access, query configurations, reporting, and access activity.

gtr-mcp

An MCP server that wraps git-worktree-runner to enable AI agents to manage git worktrees safely.

brandsystem-mcp

Make your brand machine-readable. Extract identity from any website or PDF, compile into DTCG tokens and runtime contracts, govern brand compliance. 36 tools across 4 sessions.

SiYuan Note MCP Server

Enables AI assistants to interact with SiYuan Note for comprehensive notebook management, document editing, and block-level content operations. It supports advanced features like full-text search and SQL queries via secure API integration.

FactAnchor-MCP

A zero-cost, fully local MCP server that grounds AI assistants in verified web text, reducing hallucinations by ~80% by forcing answers only from fetched sources.

FTC Toolchain

Enables AI agents to search FTC SDK samples, scaffold OpModes, build and deploy robot code to a REV Control Hub, and read robot logs for a full code-to-robot debugging loop.

io.github.chicogong/ffvoice

MCP server for offline speech-to-text and speaker diarization, enabling AI agents to transcribe audio locally without cloud APIs.

MCP Server with FAISS for RAG

镜子 (jìng zi)

Local File Manager

Enables AI clients to manage and manipulate text files in a secured local directory through tools like list, read, write, delete, create directory, and move.

shop-db

This MCP server lets an AI agent securely connect to a read-only SQLite store database, inspect its tables and schema, and run analytical SQL queries without modifying any data.

tes-mcp-server

Exposes public weather and climate data through a standardized API, allowing AI agents to retrieve current conditions, 7-day forecasts, and historical data. It enables weather-aware automation and data enrichment for conversational agents and travel planning.