发现优秀的 MCP 服务器

rod-mcp

Rod-MCP 通过使用 Rod 为您的应用程序提供浏览器自动化功能。该服务器提供了许多有用的 mcp 工具，使 LLM 能够与网页进行交互，例如点击、截屏、将页面保存为 PDF 等。

mcp-docs-server

Search and fetch MCP protocol documentation using BM25 search with weighted scoring and stemming.

Vetroscope MCP

A read-only Model Context Protocol server for Vetroscope that provides LLMs with detailed time-tracking data, including reports, app/project breakdowns, goals progress, and activity status, all from a local SQLite database.

FAQ RAG MCP Server

Enables semantic search and question-answering over FAQ documents using RAG (Retrieval-Augmented Generation) with OpenAI embeddings and in-memory vector similarity.

CtrlTest MCP Server

Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.

teamboard-mcp

Enables AI assistants to search and create tasks in TeamBoard via its HTTP API.

Israel Weather MCP Agent

Automatically fetches weather forecasts for Israeli cities from Weather2Day and provides answers through Claude.

PubMed MCP

Enables searching and retrieving academic article metadata from PubMed through a simple HTTP interface. Provides curated article summaries including titles, authors, publication dates, and DOIs for research and academic content discovery.

shotplan

An MCP server for turning landscape video into vertical reels with content-aware reframing, using saliency and text detection to keep important regions visible.

claude-openmax

A Claude Code runtime adapter for OpenMax/CWS that enables bidirectional messaging and exposes workspace services as MCP tools.

dcc-mcp-unity

Unity Editor adapter for the DCC MCP ecosystem, providing tools to inspect and modify Unity projects, scenes, builds, and diagnostics through a WebSocket bridge.

figma-agent-mcp

Connects AI agents to Figma through a local WebSocket bridge, enabling read/write access to open Figma files, node manipulation, and AI-assisted rename/group features.

ProdE AI ProdE AI makes is your 24/7 available pr

Preserves context across multiple codebases with AI capabilities. For more info visit https://app.prode.ai

mcp-vitacore

A session memory consolidation and architectural oversight system that uses Gemini and SQLite to manage agent context and detect technical contradictions. It enables automated session summarization, long-term context evolution, and background refactor planning for AI agents.

Provena

Enables tracking and querying the provenance of AI-generated code, showing which sources influenced each line of code.

MahoRAGa

Persistent, graph-powered memory for AI agents that provides long-term semantic recall using a local Kuzu graph database.

Bitte MCP Proxy

一个包含用于不同服务的模型控制协议（MCP）服务器的单体仓库，主要侧重于 Bitte AI 集成。

Procheiron

MCP server that adds a trust layer to AI agent memory, enforcing independent review and tamper-evident audit chains for any memory store. It provides tools to search, get, propose, and promote memories under governance rules.

ClawResearch MCP Server

Enables AI assistants to interact with the ClawResearch autonomous AI research platform, including paper search and submission, peer review management, and agent collaboration.

tei-mcp

Helps AI agents read and write valid TEI XML. Element lookup, attribute resolution, content model expansion, nesting validation, document validation, and ODD customisation.

osv-advisory-mcp-server

Query OSV.dev for package vulnerabilities, batch-audit dependency lists, and fetch full advisory records via MCP.

retrieval-lens

A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.

AWS Cost Explorer and Amazon Bedrock Model Invocation Logs MCP Server & Client

镜子 (jìng zi)

Grey Hack MCP Server

一个模型上下文协议服务器，通过提供 GitHub 代码搜索、GreyScript 验证、脚本生成和 Greybel-JS 转译功能，增强 Grey Hack 游戏开发体验，尤其是在与 Cursor IDE 配合使用时。

job-search-mcp

MCP server that aggregates job listings from Remotive and Arbeitnow, with local SQLite caching, application tracking, and saved searches.

Paws-on-MCP

A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.

Jira MCP Server

A local MCP server for managing Jira issues, enabling creation, update, deletion, search, and commenting on issues via natural language.

@gloryfham/mcp-trust

MCP server for querying Glory trust products and corporate secretarial services. It enables users to search and retrieve detailed information about family trusts, employee trusts, and offshore company services across multiple jurisdictions.

Refactor MCP

A Model Context Protocol (MCP) server for automated refactoring of Java and TypeScript/JavaScript codebases.

mcp-google_search_console

Provides Google Search Console tools for listing sites, querying search analytics, managing sitemaps, and inspecting URL index status via MCP.