发现优秀的 MCP 服务器

puzzletide-mcp

MCP server for puzzle generation: word search generator, crossword generator, and sudoku generator + solver, with printable PDF worksheets, themed word banks, and verifiable LLM evals. Works with Claude Desktop, Cursor, Windsurf, and any Model Context Protocol client. From the makers of puzzletide.com.

utsunomiya-mcp-server

Enables querying Utsunomiya city's open datasets using natural language, with features like listing datasets, viewing schemas, filtering, and statistical analysis.

convex-mcp-server MCP Server

镜子 (jìng zi)

qodev-gitlab-mcp

A Model Context Protocol server for GitLab integration, enabling AI assistants to manage projects, merge requests, pipelines, issues, releases, and more.

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.

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.

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.

agentbank-merchant-mcp

Merchant-side MCP server for agentbank that lets merchants read their own orders and live Curless wallet balance from an MCP client such as Claude Desktop.

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.

MCP Host RPC Bridge

A server that bridges MCP tool calls to JSON-RPC function calls over socket connections, allowing external applications to expose functions as MCP tools.

Agent Sense

Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.

mcp-mcpmarket

Enables discovery and automatic installation of MCP servers via mcpmarket.com integration. Searches repositories, scrapes GitHub READMEs for configuration details, and provides one-click installation to MCP clients.

everos-mcp

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

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.

MCP Decoy Server

A deception-based threat detection server that impersonates enterprise MCP integrations to log and forward attacker interactions to SIEM systems. It provides convincing fake responses across 38 tools while capturing forensic details of all MCP tool calls.

Secret MCP

Enables evidence-grounded web design analysis by searching GDWEB references and generating isolated, per-reference DESIGN_INDEX specification documents for LLM-driven frontend development.

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.

@lakehouse/mcp-server

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

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.

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.

QuantContext

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

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.

Colab MCP

A Model Context Protocol server that gives Codex and other MCP clients access to Google Colab runtimes—allowing session allocation, command execution, notebook management, file operations, and data transfers.