发现优秀的 MCP 服务器

Deepgram Agentic Tools MCP Server

A self-hosted MCP server that wraps Deepgram's speech-to-text, text-to-speech, text analysis, and usage APIs for use with CyberArk Secure AI Agents (SAIA).

gametheory-mcp

Equilibrium-aware primitives for AI agents — negotiation, auctions, mechanism design — exposed over MCP and importable as a Python library.

MCP Scorecard Server

Provides AI models with tools to check trust scores and safety details for MCP servers, search for servers, and view ecosystem statistics.

OBD MCP Server

A local-first, read-only MCP server for vehicle diagnostics that exposes structured OBD-II tools for reading PIDs, DTCs, and ECU snapshots without raw protocol access.

MCP Context Master

Automatically analyzes project dependencies to discover and download the most relevant documentation, enabling developers to quickly set up comprehensive project context.

MCP Rosreestr

Enables retrieval of Russian real estate cadastral data including coordinates, property information, area, cadastral value, and GeoJSON geometry by cadastral number using Rosreestr API.

Codex Octopus

An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI agents with individual configurations for models, sandboxing, and behavior. It enables users to manage dedicated tools for tasks like code review and test writing through a customizable agent factory.

ansys-mcp-server

Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing, post-processing) through natural language commands via PyAnsys.

JS Reverse MCP

An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct browser integration.

GitHub MCP Server

Enables AI assistants to analyze GitHub repository structures and read file contents with features like directory traversal, file type analysis, syntax highlighting, and code pattern detection. Supports both public and private repositories through GitHub API integration.

arkts-knowledge-search

MCP server for querying online knowledge about ArkTS, ArkUI, HarmonyOS, and OpenHarmony, with separate OAuth login and token encryption.

lingbot-mcp

MCP server exposing Lingbot's creation tools, public links, and model availability through three simple tools.

XMTP MCP Server

Enables AI agents to interact with the XMTP decentralized messaging network. Supports sending encrypted messages, managing conversations, and streaming real-time messages to any XMTP-enabled wallet address.

mendix-mcp-server

Enables AI agents to read and modify Mendix application models through MCP tools for creating modules, entities, pages, microflows, deploying, and querying runtime data.

MCP Data Analyzer

Enables loading and statistical analysis of .xlsx and .csv files with visualization capabilities using matplotlib and plotly to generate various graphs and charts.

zotero-mcp

Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.

reed-mcp

Provides read-only MCP tools for searching and asking over private documents via a local RAG service (reed), returning ranked passages with citations while keeping data on the machine.

DF-MCP

DreamFactory MCP 服务器使像 Claude 这样的人工智能助手能够通过 DreamFactory 自动生成的 REST API 直接查询您的数据库。这个 Node.js 服务器实现了模型上下文协议 (MCP)，允许自然语言数据库交互，同时保持企业级的安全性。

archangel-agency-mcp

Query ontological research briefings, Universal Language frameworks, and structured AI context documents through 4 MCP tools — including an 8-document Context JSON library sourced from the FusionGirl wiki. Supports x402 micropayments on Base and serves an A2A agent card for inter-agent discovery.

io.github.pmgarg/cgraphy

Enables AI coding agents to query a codebase as a knowledge graph, providing token-budgeted context, search, and impact analysis via MCP tools.

Second Eyes MCP

A thin stdio client that proxies to the Second Eyes API, enabling wallet-equipped agents to pay via x402 and receive deterministic verdicts.

qlib-mcp

An MCP server for the Microsoft Qlib quantitative research platform that enables AI agents to perform financial data queries, factor analysis, and strategy backtesting. It supports A-share and US stock markets through Qlib expressions and built-in analytical tools.

Code Scanner Server

一个 MCP 服务器，用于扫描代码库以提取结构信息（类、函数等），具有灵活的过滤选项，并以 LLM 友好的格式输出。

Agnes Image MCP Server

Enables text-to-image generation using Agnes Image 2.1 Flash via OpenAI-compatible API, supporting aspect ratios, custom resolution, and multi-image generation.

WordPress MCP

A WordPress plugin that implements the Model Context Protocol to enable AI models and applications to interact with WordPress sites in a structured and secure way.

Metabase MCP Server

Enables AI assistants to interact with Metabase analytics platform, allowing users to query databases, manage dashboards and cards, execute SQL queries, and access analytics data through natural language.

IOX Cloud

Reference MCP server for IOX Cloud — a deployment platform for MCP servers and AI agents. Deploys to 300+ edge locations via Cloudflare Workers for Platforms with per-tenant V8 isolation, built-in OAuth 2.1, and usage tracking. This repo demonstrates a minimal MCP server that introspects the IOX Cloud platform (tools: get_platform_info, list_templates, estimate_cost, check_slug_available).

mdgen-mcp

MCP server for mdgen that enables reading, writing, and managing mdgen documents from MCP clients like Claude Desktop and Codex CLI using your own mdgen account.

mcp-skatteetaten

Enables AI assistants to query Norwegian tax data, submit reports, look up population register information, and validate VAT returns through Skatteetaten APIs using Maskinporten authentication.

search-console-mcp

A read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.