发现优秀的 MCP 服务器

DB CLI MCP Server

Provides a unified, read-only interface for executing SQL queries across multiple database engines including SQL Server, MySQL, and PostgreSQL via CLI tools. It features automatic project configuration detection and strict query validation to ensure safe AI-driven data interactions.

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

TickTick MCP Server

Enables interaction with TickTick task management system through MCP, allowing users to view, create, update, complete, and delete tasks and projects via natural language.

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

webfetch

License-first federated image search for AI agents and humans. Exposes MCP tools for concise, attribution-aware image discovery, license probing, and guarded downloads across open, platform, and editorial sources.

Google Forms MCP Extended

Enables creating, editing, publishing, and inspecting Google Forms from Codex, with 22 tools for question authoring, quizzes, media, item management, and response retrieval.

linkedin-mcp-server

Enables posting content, sharing articles, and managing LinkedIn profile through natural language using the official LinkedIn REST API with OAuth 2.0.

just-study

Enables AI agents to create and manage personalized 30-day study courses, including web research with source validation, daily lessons, quizzes, and progress tracking through 12 MCP tools.

Garmin MCP Server

This Model Context Protocol (MCP) server connects to Garmin Connect and exposes your fitness and health data to Claude and other MCP-compatible clients.

mcp-unesco-uis

Enables natural language queries to UNESCO Institute for Statistics data via Pipeworx gateway.

Bulkhead

Provides cascading content protection for AI coding assistants by detecting and redacting PII, secrets, prompt injection, and system prompt leakage before they reach LLMs.

Trae-OpenSpec MCP

An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

mcp-zotero

Enables interaction with Zotero libraries for searching, managing collections, items, tags, and attachments, plus optional semantic search across PDFs via local embeddings.

🦙 ollama-mcpo-adapter

将 MCPO (MCP 到 OpenAPI 的代理服务器) 工具适配为 Ollama 兼容的格式

Atlassian Bitbucket MCP Server

Atlassian Bitbucket MCP 服务器，用于自托管 Bitbucket 服务器。

Zerodha MCP Integration

使用多云插件框架将 Zerodha 的交易平台与 Claude AI 集成，允许用户直接通过 Claude 与他们的 Zerodha 交易账户进行交互，进行股票交易和共同基金操作。

mcp-db-explorer

A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.

contextgit

A deterministic, local-first memory engine for AI assistants that provides versioned context management via MCP, enabling token-budgeted context patches with provenance and explainability.

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

Systematic Reasoning AI MCP Server

Enforces a structured reasoning cycle with mandatory reflection and searchable memory, transforming AI agents into deliberate, learning-based thinkers.

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

AgentReacher

Connect your AI to social media. Open-source platform for AI agents.

Google Cloud MCP Server

Provides tools and context for interacting with Google Cloud services, enabling natural language management of billing, monitoring, logging, IAM, Spanner, and more.

FunPay MCP Server

Provides AI agents with full programmatic access to a FunPay account, enabling reading chats and orders, managing lots, processing refunds, and more via FunPay's web API.

Patent_mcp_server

用于美国专利商标局 (USPTO) 数据的 FastMCP 服务器

ShippingRates

Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rates, vessel schedules, port congestion, inland haulage across 6 major carriers. 24 MCP tools.

a2db

Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --register, agent queries immediately Batch queries — run multiple named queries in a single tool call

mcp-thumbapi

It generates blogpost images, thumbnails, social post images just from the title.

confluence-mcp-server

An MCP server that connects AI assistants to Confluence, enabling search and fetch of pages in real time.

text_file_read_and_refactor_mcp

Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools.