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MCP 服务

智能体框架、系统提示词、子智能体配置、工具调用、MCP 服务和插件生态。

13 仓库 智能体 更新于 7月16日
专题指南

如何评估 MCP 服务仓库

MCP 服务把工具、数据源和外部服务暴露给 AI 客户端。它们是重要集成点,同时也定义了权限、凭据和本地系统访问边界。

适合什么时候使用

  • 把 AI 客户端连接到文件、浏览器、数据库和 SaaS 工具。
  • 为团队构建可复用的工具服务。
  • 在自研前比较现成连接器。
  • 理解工具访问里的安全和权限模式。

如何选择

  • 检查支持的客户端、传输方式、认证和权限提示。
  • 确认服务是否默认限制文件系统、网络和凭据访问。
  • 优先选择 schema、示例、测试和维护状态清晰的项目。
  • 生产使用前要审查日志、限流、密钥处理和错误恢复。

MCP 服务 仓库

13 个仓库按 GitHub stars 排序。需要实时筛选时可以打开交互式浏览器。

交互式浏览

worldmonitor

基础设施即代码

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

OperationsTypeScriptagentaidashboardgeopolitics

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
62k stars TypeScript
GitHub

TrendRadar

容器

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

OperationsPythonaibarkdata-analysisdocker

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
61k stars Python
GitHub

PDFMathTranslate

容器

[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供 CLI/GUI/MCP/Docker/Zotero

OperationsPythonchinesedocumenteditenglish

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
36k stars Python
GitHub

playwright-mcp

端到端测试

Playwright MCP server

Automated TestingTypeScriptmcpplaywright

适合场景

  • Explore a popular automated testing repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
35k stars TypeScript
GitHub

signoz

CI/CD

SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.

OperationsTypeScriptapmapplication-monitoringdistributed-tracinggo

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
30k stars TypeScript
GitHub

go-micro

服务

A Go agent harness and service framework

BackendGoaiai-agentsdistributed-systemsgo

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
23k stars Go
GitHub

langchain4j

API 框架

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

BackendJavaanthropicchatgptchromaembeddings

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
13k stars Java
GitHub

kubeshark

容器

eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.

OperationsGocloud-nativedevopsdockerebpf

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
12k stars Go
GitHub

hexstrike-ai

漏洞扫描

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

CybersecurityPython0x4m4aiai-agentsai-cybersecurity

适合场景

  • Explore a popular cybersecurity repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
10k stars Python
GitHub

mcp-use

服务

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

BackendTypeScriptagentic-frameworkaiapps-sdkchatgpt

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
10k stars TypeScript
GitHub

xberg

API 框架

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

BackendRustbuncsharpdocument-intelligenceelixir

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
8.7k stars Rust
GitHub

webiny-js

API 框架

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built for developers at large organizations.

BackendTypeScriptai-assisted-developmentawsaws-lambdacms

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
8.0k stars TypeScript
GitHub

mcp-playwright

端到端测试

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

Automated TestingTypeScript

适合场景

  • Explore a popular automated testing repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
5.6k stars TypeScript
GitHub