发现优秀的 MCP 服务器

sql-explorer-mcp

Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with multi-server support and three-layer safety using AST validation and linting.

docvet

Enforces Python docstring quality by checking presence, completeness, accuracy, and rendering, integrated as an MCP server for AI coding agents.

Ghidra MCP Bridge

A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilities to AI agents, enabling binary analysis via tools like overview, search, view, list, edit, script execution, and version control.

Solana-MCP-Trading-Server

展示热门代币，并整合 Grok、xAI 图像理解和视觉（理解为具有视觉能力的人工智能）以及 Claude 的计算机使用能力的服务器。

NotebookLM MCP Server

MCP server for Google NotebookLM that drives a real Chrome via Patchright so an agent can chat against a notebook, ingest sources, generate audio overviews, and read DOM-level citations.

CatalogAPI MCP Server

Provides read-only access to the CatalogAPI global rewards and gift card API, enabling assistants to answer questions about reward coverage, catalog contents, and integration via live data.

mcp-memory-hnsw

Provides persistent semantic memory for Claude Code and Claude Desktop with fully offline local embeddings and HNSW indexing, enabling memory storage, semantic search, listing, and deletion across sessions.

llms-mcp

An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.

plaky-mcp

Wraps the Plaky project-management REST API as MCP tools for managing spaces, boards, items, comments, files, and more via natural language.

mendeley-mcp

MCP server for Mendeley reference manager - search, retrieve, and manage your academic library from Claude and other MCP clients

otaman-bus-server

Provides a stdio MCP server for single-user local operation of the otaman platform, enabling agent orchestration, slash commands, and skill management within Claude Code without a remote bridge daemon.

weather-mcp

Provides current weather data for a given city using Open-Meteo (free, no API key).

foolfuuka-mcp-server

MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe) via the FoolFuuka API, enabling AI agents to search and retrieve historical archived posts.

OpenEdu MCP Server

MCP server that provides educational resources and curriculum planning by integrating Open Library, Wikipedia, Dictionary, and arXiv APIs with grade-level filtering and educational metadata.

licinexus-mcp

razilian public procurement (PNCP) and Federal Revenue CNPJ data for any MCP client. 18 tools covering bids, contracts, atas de registro de preço, annual procurement plans, CNPJ enrichment, plus temporal aggregation and period comparison. MIT licensed, maintained by Licinexus under Law 14.133/2021.

globestudio

MCP server for GlobeStudio.

FastApply MCP Server

Enterprise-grade code intelligence platform providing AI-powered code analysis, semantic search, security scanning, and automated refactoring capabilities. Integrates with local AI models for zero-cost operations while delivering comprehensive development workflow automation.

agent-storefront

Enables any AI agent to discover, query, and order from a restaurant's storefront via MCP tools. It handles menu lookup, modifier validation, and enforces a mandatory confirmation gate before payment, replacing the human-operated phone line.

Python MCP Server Template

A foundational template for building MCP servers in Python using Streamable HTTP transport. Provides example implementations of tools, resources, and prompts to help developers create custom MCP integrations for AI assistants.

claude_mcp

Bridges Codex to a local Claude Opus 5 collaborator via Claude Code, enabling controlled read-only consultation or write-capable tasks on allowed workspaces with independent verification.

llm-vision

MCP server that provides a 'borrowed eye' for text-only LLMs, enabling them to identify and describe local images via the Qwen VL vision model, including face recognition, scene description, OCR, and targeted visual questioning.

Expense Tracker MCP Server

Enables users to add, list, and summarize expenses, and exposes expense categories as a resource.

Joplin MCP Server

Enables AI assistants to interact with Joplin notes, notebooks, and tags through a standardized MCP interface, supporting CRUD operations, search, and organization.

correo-despacho-mcp

Enables Claude to read, search, organize, and optionally send email via IMAP/SMTP for a law firm, with multi-account support and safety locks.

PDF Processor Server

An MCP server for PDF utilities including text extraction, metadata, merge/split/rotate, and PDF-to-image conversion.

MCP Browser

NeoForge 浏览器 MCP 服务器 - 用于测试前端

react-runtime

MCP server implementing ReAct reasoning-acting loops with tools like search, lookup, and finish, supporting both fixture and OpenAI LLMs for offline-first, traceable agent execution.

ice-puzzle-mcp

An MCP server for building, validating, and publishing Ice Puzzle levels with AI assistants, featuring integrated solver feedback and quality checks. It provides over 60 tools for level design, difficulty analysis, and benchmarking AI performance on design tasks.

Sentimatix

Real-time Indian stock market sentiment intelligence. Provides NSE/BSE news sentiment, aggregated stock & sector signals, and technical analysis.