发现优秀的 MCP 服务器

dbecho

An MCP server that gives AI agents direct read-only access to PostgreSQL databases, enabling natural language analytics through tools for schema exploration, querying, trend analysis, and data quality checks.

everos-mcp

Connects Claude Code to a local EverOS instance for searching and storing long-term memory, keeping data entirely on your machine.

ras-commander-mcp

Enables querying HEC-RAS project information, geometry elements, plan results, and compute messages through natural language, allowing interaction with hydraulic modeling projects.

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, sections, and labels through natural language, supporting task creation, updates, completion, and intelligent organization of your workflow.

QuantContext

QuantContext turns plain-English strategy descriptions into executable quant research by screening stocks, backtesting, and performing factor analysis using real market data.

geo-mcp

OSM-backed multimodal navigation MCP server enabling geocoding, route planning, POI discovery, and urban layout analysis. It provides a structured city graph to LLM apps without proprietary map APIs.

Pronounce / pronounce-mcp

Look up how engineers actually pronounce project / product / jargon names (kubectl, nginx, JSON, Pydantic, JWT) — 1452+ entries with IPA, respelling, source citation, and confidence level.

mcp-streamable-http

A step-by-step guide and complete working example for building and running an MCP server with streamable HTTP transport using Python, mcp, and FastAPI, enabling AI assistants to access tools over HTTP.

BloodHound MCP

一个扩展程序，允许大型语言模型通过自然语言查询与 Active Directory 环境交互并进行分析，而无需手动编写 Cypher 查询。

Haloscan MCP Server

A Model Context Protocol server that exposes Haloscan SEO API functionality, allowing users to access keyword insights, domain analysis, and competitor research through Claude for Desktop and other MCP-compatible clients.

RAG MCP Server (Pinecone)

Enables searching and asking questions over your PDF documents using a Pinecone vector index with local embeddings and language model, no external LLM API key required.

mcp-memory-libsql

一个高性能的 MCP 服务器，利用 libSQL 实现持久内存和向量搜索功能，从而实现高效的实体管理和语义知识存储。

FishClaw MCP

An MCP server that automates Xianyu marketplace operations through Playwright, allowing users to manage listings and conduct market research via natural language. It features integrated tools for generating AI-powered product descriptions and cover images using DashScope.

@lakehouse/mcp-server

MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, document management, and Iceberg time-travel queries with optimized responses.

remoote-mcp

Enables AI agents to search and explore remote job listings, salary stats, and popular roles, and supports token-authenticated actions like job alerts and apply redirects.

Trainzilla MCP

Trainzilla MCP connects Claude to your Trainzilla coach account, turning your client roster, programming, and habit tracking into something you can manage conversationally. Built for fitness coaches running their practice on Trainzilla, it lets Claude pull up client profiles and metrics, build and review workout and diet plans, create and assign habits, run quick calculations (TDEE, macros, 1RM),

AgentWallet MCP Server

Provides permissionless wallet infrastructure for AI agents to manage wallets, sign transactions, and handle tokens across Solana and all EVM-compatible chains. It includes 29 specialized tools for on-chain operations, featuring built-in security guards and automated x402 payment processing without KYC requirements.

Model Context Protocol Multi-Agent Server

Demonstrates custom MCP servers for math and weather operations, enabling multi-agent orchestration using LangChain, Groq, and MCP adapters for both local and remote tool integration.

Bloghunch MCP Server

Connects AI assistants to Bloghunch publications for automating content creation, analytics, and distribution.

Perfect Web Clone IDE

Enables pixel-perfect website cloning from within the IDE by extracting real source code, styles, and assets, and assembling them into a React project with live preview.

pin-the-protocol

A verifying MCP gateway that pins approved tool manifests and skill files to content addresses, blocking tampered descriptions before they reach model context.

OpenEnded Philosophy MCP Server

Enables philosophical reasoning and concept analysis through NARS non-axiomatic logic integration, supporting multi-perspective synthesis, epistemic uncertainty tracking, and contextual semantic exploration with built-in truth maintenance.

Mnemograph

A persistent, event-sourced knowledge graph MCP server for AI coding agents that enables semantic search, tiered context retrieval, and git-based version control of AI memory.

n8n-MCP

Provides AI assistants with comprehensive access to n8n's 525+ workflow automation nodes, including documentation, properties, operations, and 2,500+ templates. Enables creating, validating, and managing n8n workflows through natural language.

MCP Vale Server

A server that integrates Vale style and grammar checking into AI assistants via the Model Context Protocol, enabling text linting and status checks.

MCP Chat Demo

一个演示与模型上下文协议 (MCP) 服务器集成的示例聊天应用程序

mermaider

Validates Mermaid diagram syntax using a persistent browser for fast, reliable checks.

Harvest MCP Server

A Model Context Protocol server that integrates with the Harvest API v2, enabling time tracking management including listing, creating, updating, and deleting time entries, as well as managing projects, tasks, users and generating reports.

mcp-medusa

Exposes Medusa anime automation tools for adding anime and querying seasonal anime via MCP.