发现优秀的 MCP 服务器

MCP X++ Server

This MCP server enables Microsoft Dynamics 365 Finance & Operations development by providing tools to create, modify, delete, inspect, and search D365 objects through natural language interfaces like Claude Desktop and VS Code.

Orchestration MCP

A TypeScript MCP server for launching, tracking, and managing external coding-agent runs across local and remote backends like Codex and Claude Code. It allows top-level agents to orchestrate subagents through tools for spawning tasks, polling events, and handling interactive sessions.

PII Redaction MCP Server

Enables AI agents to redact PII from text, summarize redacted content, and manage custom redaction patterns across multiple languages.

StackWiz MCP Server

An AI-powered MCP server for managing Docker infrastructure, enabling creation, deployment, and lifecycle management of containerized services with automated DNS and SSL.

MCP JSONDiff Kel

An efficient MCP server for performing accurate, deep comparisons between JSON objects or strings using the deepdiff engine. It provides AI agents with standardized difference reports, supporting nested structures and various input formats to ensure precise data analysis.

Airframe MCP Client

Connects AI agents to Airframe's product intelligence and expert network, enabling product search, comparison, expert discovery, and market research queries.

NearIQ MCP Server

Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claude Code, Cursor, and Windsurf, enabling queries about competitors, reviews, rank tracking, and more.

Recursive Thinking MCP Server

Enables AI agents to achieve production-ready solutions through iterative refinement and recursive thinking processes. It features token optimization via context compression and session-based tracking to improve problem-solving depth while minimizing cost.

Nanonets MCP Server

Converts images, PDFs, Word documents, and Excel spreadsheets to structured markdown using Nanonets OCR, with support for tables, LaTeX equations, and complex layouts.

rr-mcp

MCP server for orchestrating multi-process rr debugging sessions with reverse execution, breakpoints, and dynamic session state.

Toolzy MCP Server

Enables AI assistants to search, view details, and check availability of tool rental listings from Toolzy's peer-to-peer marketplace.

buildin-mcp

Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage pages, databases, blocks, search, users, and convert Markdown content.

MCP Terminal Monitor

Enables AI agents to monitor Docker containers, system resources, ports, and logs in real-time.

Rasdaman MCP Server

Enables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.

RepoLens MCP

Transforms local Git repositories into queryable, context-rich knowledge bases via AST-aware chunking and Git metadata, enabling AI assistants to search and understand codebases with semantic precision.

MCP Demo Server

Provides calculator, text analysis, and file reading tools through two different implementations - a FastAPI version for learning MCP concepts and an official SDK version for production use with Claude Desktop integration.

A1 Yandex KIT MCP

MCP server for the Yandex KIT e-commerce API, built with the official Model Context Protocol SDK. It exposes 61 tools over stdio to manage catalog, orders, discounts, and webhooks.

readhn

MCP server for Hacker News that lets AI agents discover ranked stories, find domain experts, and get explainable quality signals for every result.

io.github.aybeeare/water-conditions

Provides real-time water temperature and tide predictions for any lake, river, ocean, bay, or beach using NOAA, USGS, and other sources.

tokencompress

A local, zero-cloud MCP server for token and text compression. It provides tools to compress, auto-compress, measure, and decompress text using offline rules, lossless gzip packing, or a local Ollama semantic model.

recall-mcp

Persistent memory MCP server for AI coding agents. Stores, searches, and retrieves context across sessions using SQLite and FTS5.

gsd-mcp-server

MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project state, phases, milestones, and commands as MCP tools and resources.

mcp-agentic-rag

Provides RAG tools with local vector retrieval and web fallback using Firecrawl, enabling document ingestion and querying through MCP stdio transport.

vision-primitives-mcp

MCP server providing 26 visual tools for text-only LLMs, enabling description, coordinate location, OCR, annotation, cropping/zooming, anomaly scanning, and computer control with switchable VLM backends.

critique-mcp

Enables an agent to review pull requests by listing changed files, checking test coverage, linting changed Python files with Ruff, and posting a real review to GitHub.

JJ Planner MCP Server

Enables AI agents to manage projects, tasks, and schedules in JJ Planner through CRUD operations.

AgentPay x402 — Crypto Data Tools for AI Agents

AgentPay — x402 crypto data gateway on Stellar. 10 live pay-per-call tools: token prices, whale activity, gas tracker, DeFi TVL, Fear & Greed, Dune queries, token security. Agents pay USDC on Stellar. No API keys. Budget-aware sessions.

Garmin Workouts MCP

Enables creation of Garmin Connect workouts using natural language descriptions. Supports multi-sport workouts with heart rate zones and automatic sync to Garmin devices.

Vibecoders MCP

One MCP that turns Claude Code into your whole dev stack by swallowing other MCP servers, delegating to Codex & Gemini on your CLI subscriptions, remembering projects in a searchable knowledge graph, and carrying setup across sessions — secret-free by design.

Construction Cost Calculator MCP

Provides construction cost estimation tools using data from a public Google Sheet for items like concrete, framing, and electrical. It allows users to search items, filter by category, and calculate total project costs including labor and material expenses.