发现优秀的 MCP 服务器

aide-memory

Auto-captured, auto-recalled, path-scoped memory for AI coding agents and teams.

Redmine MCP Server

MCP server for Redmine project management, enabling tools for managing projects, issues, users, time entries, groups, memberships, versions, wiki, news, attachments, search, and Agile sprints via the Redmine REST API.

compliance-shield-mcp

Enables EU AI Act compliance for AI agent systems by providing risk classification, audit trails, gap analysis, and evidence package generation.

PIA MCP Server

Enables AI to search and retrieve detailed information from U.S. government datasets, including GAO reports, oversight recommendations, congressional bills, and more, with OData filtering and faceted search.

Ignav Flights MCP Server

Provides live flight prices, booking links, and airport lookup via a hosted MCP server. Enables search for flights and direct booking URL retrieval.

mcp-comexstat

mcp-comexstat

OraLink MCP

Hosted MCP server that bridges MCP clients to Oracle Autonomous Database via OAuth 2.0, enabling SQL queries and schema management without local Oracle tooling.

notify-mcp

Enables AI to send push notifications to your phone via a configurable gateway. It is a thin wrapper that posts to an Apprise push gateway.

web-bridge

MCP server that lets AI editors execute JavaScript, read console output, and simulate clicks/input on static web pages. Supports multiple browser pages and can be deployed remotely via HTTP transport.

Mosaic MCP Server

Provides 11 MCP tools for deterministic, local semantic search over your documents, including indexing, retrieval, exact-match facets, temporal truth, semantic diff, and agent-first JSON output. Enables LLMs and agents to search, retrieve, and analyze documents without cloud dependencies or per-query costs.

Coordination Memory MCP

An append-only coordination memory for multi-agent and human work, backed by SQLite, with a local dashboard and acceptance contracts that enforce integrator review before work is considered accepted.

CodeWiki MCP Server

Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-generated answers about the codebase, powered by Gemini.

just-runner-mcp

Exposes Just recipes as MCP tools, allowing AI assistants to discover and execute project commands defined in Justfiles.

lnkify

MCP server that enables AI agents to manage Lnkify links, domains, API keys, and analytics. Allows creation and resolution of short links through natural language.

Up Bank MCP Server

Up Bank API 的 MCP (模型上下文协议) 服务器实现

Godot MCP Server

AI-powered development assistant that bridges AI assistants with Godot game projects, enabling intelligent project analysis, smart code generation, debugging, and performance optimization.

json-ui-renderer-mcp

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing customization of tools for AI interaction.

knowledgeplane

MCP server that gives AI agents and teams persistent, shared memory using a knowledge graph with vector embeddings, automatic consolidation of related facts, and hybrid search.

paigy

Call, text, or push your phone when an agent needs input mid-task — reply by voice instead of babysitting a long-running or blocked terminal.

semantic-search-mcp

Provides semantic code search over codebases using local embeddings with natural language queries. Supports hybrid search, file watching, and respects .gitignore.

Google Jules MCP Server

Enables interaction with Google Jules API to automate software development tasks, such as managing sources, sessions, and activities for AI-powered coding assistance.

mcp-feedback-enhanced-gw

Establishes feedback-oriented development workflows with Web UI and desktop application interfaces, enabling AI to confirm with users and consolidate tool calls into single feedback requests.

MCP Server for Playing Minesweeper 🕹️

一个用于玩扫雷的 MCP 服务器

GREB-MCP

A hybrid search MCP that enables users to find coding chunks like RAG without indexing their codebase, without any vector database. World's first context attention MCP. It gives results in below 5 seconds in a repository as big as VS Code.

@manansiingh/figma-react-mcp-server

Converts Figma designs into production-ready React components with design token extraction, widget registry integration, and micro-frontend module generation.

Repsona MCP Server

Enables integration with Repsona project management platform, allowing users to manage tasks, projects, notes, files, and inbox through natural language interactions with the Repsona API.

@pipeworx/nihr

Enables searching and retrieving UK NIHR research and training awards with filters on programme, funding, organization, and award holders.

BV-BRC MCP Server

Enables querying and retrieving bacterial and viral genomic data, features, antimicrobial resistance, and epitopes from the BV-BRC API using natural language.

prowlo-mcp

Enables AI agents to semantically search and access read-only Reddit and X data through a hosted MCP server, with residential proxy crawling and no API credentials required.

mcp-dbs

一个用于连接和操作各种数据库系统的模型上下文协议 (MCP) 实现。