发现优秀的 MCP 服务器

steam-storefront-mcp

MCP server enabling AI assistants to search Steam games, retrieve official store metadata, and analyze player review sentiment via public Steam Storefront JSON APIs without an API key.

mcp-obsidian-second-brain

MCP server that provides persistent, structured memory using an Obsidian vault with the PARA method.

Labby

Labby is a Rust-based MCP gateway that connects and aggregates multiple upstream MCP servers, with authentication, Code Mode (JavaScript snippets), and an operator web UI.

TaskFrame MCP Server

HTTP MCP server for TaskFrame that enables AI agents to manage projects, tasks, comments, and documents through the TaskFrame API.

KnowJudges

Free, source-linked research on U.S. judges and courts, including judicial profiles, biographies, courtroom rules, AI-abuse cases, and recent rule changes.

Team Vault MCP

Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic reading and editing of notes without Obsidian.

OCI MCP Server

Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure resources, supporting dynamic profile switching between tenancies and comprehensive management of compute instances, database systems, and OCI resources through natural language.

vunit-mcp

Enables an LLM or agent to drive a VUnit HDL unit-testing project end to end: list tests, compile, run, and inspect reports and per-test logs.

hepdata-mcp

Enables discovery of HEPData records, tables, and data access with read-only operations and export links.

ZoneMender

MCP server for AI agents to safely manage Cloudflare DNS, DMARC, SPF, BIMI, and Email Routing with dry-run-first and approval-based writes.

AutoManus MCP Server

Enables creating and deploying AI sales agents to WhatsApp and Webchat from AI coding assistants like Claude and Cursor, with automatic website research and no-code setup.

Sequential Thinking Ultra

An MCP server that enhances sequential thinking with Ultra Think methodology, enabling structured, step-by-step reasoning with quality metrics, bias detection, and resource management.

AskUserQuestionPlus

An MCP server that enables LLMs to ask users questions through a web interface with keyboard shortcuts, supporting single/multiple choice and custom input.

MCPPentestBOT

Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.

osu-mcp

MCP server that exposes the osu! API v2 as tools, allowing natural language queries about osu! profiles, beatmaps, rankings, and more.

Ollama MCP Server

实现 Ollama 本地 LLM 模型与 MCP 兼容应用程序之间的无缝集成，支持模型管理和聊天互动。

twitter-mcp-secure

Security-hardened MCP server for interacting with X.com (Twitter), with a fix to prevent sensitive tweet content from being logged to stderr.

papi

A structured project memory MCP server that persists plans, builds, reviews, and decisions across AI coding sessions and tools, enabling continuous project management with a dashboard.

resume-analyzer-mcp

MCP server for analyzing resumes, calculating ATS match scores, and suggesting job-tailored improvements.

mcp-a11y-service

Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpages. Generates detailed markdown reports with severity-grouped violations, specific criterion references, and concrete fix recommendations.

QA Studio MCP Server

Enables interaction with QA Studio test management platform directly from Claude, allowing users to manage projects, create test runs, view test results, create test cases, and submit manual test results through natural language.

Azure AI Foundry MCP Server

Enables interaction with Azure AI Foundry services including model exploration and deployment, knowledge management through AI Search, evaluation of text and agents, and fine-tuning operations. Provides unified access to Azure's AI capabilities through natural language commands.

E-commerce Local MCP Server

Enables e-commerce shop owners to query their business data using natural language through local AI models. Provides secure, privacy-focused access to sales reports, inventory management, customer analytics, and order data without sending sensitive information to external services.

MADPANDA3D Qdrant MCP

A Model Context Protocol server for agents to search, store, ingest, and maintain data in a Qdrant vector database.

Cloudflare Remote MCP Server

Deployable stateless remote MCP server on Cloudflare Workers without auth, with support for registering custom tools and connecting to MCP clients.

TestAtlas

Turn any .NET test-automation solution into a queryable map in one SQLite file — features, steps, API clients, page objects, and their dependencies. Zero config, no AI, no network, 100% deterministic.

python-mcp-server

构建 Python MCP 服务器 (Gòu jiàn Python MCP fúwùqì)

search-papers

Enables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.

Variflight Tripmatch MCP Server

Provides tools to query flight and train information including flight searches, train tickets, weather forecasts, and transfer options between different transportation modes.

groundcheck

An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scoring, hallucination detection, and retrieval quality metrics -- with zero API keys, using MCP sampling.