MCP Servers 与工具连接服务

分类导读

MCP Server 用于向兼容客户端暴露工具、资源或提示能力。选择和部署时应从实际连接对象出发，检查协议实现、认证方式、最小权限和运行可观测性。

选择维度

• 暴露的 tools、resources、prompts 能力及协议版本兼容性
• 本地或远程传输、身份认证、密钥管理和客户端支持范围
• 工具参数校验、最小权限、人工确认、沙箱与审计日志
• 部署更新、依赖维护、超时重试、并发和托管成本

使用提醒

接入前应逐项审查 Server 可访问的数据与操作权限，使用独立凭据和最小授权；对写操作、外部调用和敏感资源增加人工确认、日志与快速停用机制。

• Airtable Free Trial ★4.93
  A low-code platform for building next-gen apps and operationalizing data.
• GitHub Freemium ★4.93
  The platform where the world builds software — repos, pull requests, Actions CI/CD, and Copilot — with an official MCP server so AI agents can work in your repositories.
• n8n Freemium ★4.93
  Workflow automation platform for technical users.
• Retool Free Trial ★4.93
  Build internal tools fast with Retool's platform.
• Zapier Freemium ★4.93
  Workflow automation for everyone. Connects your tools to streamline mission-critical processes
• Browserbase Freemium ★4.92
  Cloud headless browsers for AI agents — production-grade infrastructure for web automation, scraping, and agent workflows.
• Monday.com Freemium ★4.92
  AI work platform with native agents — Agent Factory builds custom AI agents, monday vibe turns prompts into apps. The work OS at $10B+ valuation.
• Notion AI Freemium ★4.92
  AI-powered writing assistant inside Notion to work faster, write better, and think bigger.
• Redis Freemium ★4.92
  Redis is an in-memory data store used as a vector database, semantic cache and memory layer for AI and agent applications.
• Intercom Fin Paid ★4.91
  The #1 AI Agent for customer service — top-ranked on bake-offs and complex queries.
• Neo4j Freemium ★4.91
  Neo4j is a graph database that powers knowledge graphs and GraphRAG so AI apps can ground answers in connected, verifiable relationships.
• Vapi Freemium ★4.91
  Developer platform to build, test, and deploy advanced voice agents in minutes.
• Weaviate Freemium ★4.91
  Open-source vector database for storing data objects and vector embeddings
• Cloudflare Freemium ★4.89
  Global edge network for deploying, securing, and speeding up apps — CDN, Workers, R2, and Workers AI — with an official MCP server for AI agents.
• Hugging Face Freemium ★4.87
  The open-source ML hub — 2M+ models, 500k+ datasets, Spaces, Inference Endpoints, and the Transformers library.
• Sentry Freemium ★4.87
  Error monitoring and performance tracing for apps — with an official MCP server so AI agents can pull and analyze your Sentry issues to help debug.
• Context7 Freemium ★4.85
  Context7 is an MCP server by Upstash that feeds AI code editors current, version-specific library docs and examples to cut hallucinated APIs.
• Grafana Labs Freemium ★4.85
  Grafana Labs is a full-stack observability platform with an AI assistant for dashboards and incident resolution.
• MongoDB Atlas Vector Search Freemium ★4.85
  MongoDB Atlas Vector Search adds semantic vector search to your database for RAG and AI agents.
• Qdrant Freemium ★4.85
  Open-source vector database and search engine.
• Figma Make Freemium ★4.84
  Figma prompt-to-app builder that turns ideas into working interactive prototypes.
• Netlify Freemium ★4.84
  Web platform for modern frontend teams. Edge-deployed hosting, serverless functions, and AI-assisted development. 5M+ developers; $200M+ raised.
• Pinecone Paid ★4.84
  Pinecone: Transforming Vector Search for Enhanced Data Retrieval
• AI Tool Directory MCP Server Free ★4.83
  Public MCP server to query the AI Tool Directory catalog from your AI agent — search, compare, find alternatives, and check whether a tool is still alive.
• Apify Paid ★4.83
  Full-stack web scraping and automation platform.
• PostHog Freemium ★4.83
  Product analytics, session replay, feature flags, and experiments — with an official MCP server so AI agents can query your product data in natural language.
• Prisma Freemium ★4.82
  Type-safe ORM for Node.js and TypeScript, plus Prisma Postgres — with an official MCP server so AI agents can manage databases in natural language.
• Stagehand Freemium ★4.82
  Open-source AI browser automation SDK from Browserbase — write resilient browser agents using natural language with act, extract, observe, and agent primitives.
• Tavily Freemium ★4.82
  Real-time web search, extract, and crawl APIs built specifically for AI agents and RAG.
• Mem0 Freemium ★4.79
  Open-source memory layer for AI agents — persistent personalization across sessions.
• Composio Freemium ★4.78
  Auth and tool integrations for AI agents — connect any agent to 200+ apps with one SDK.
• Steel Freemium ★4.78
  Browser API built for AI agents — anti-bot, sessions, and proxies designed for autonomous web browsing.
• Firecrawl Freemium ★4.76
  Web scraping built for LLMs — turn any website into clean markdown or structured data with one API call.
• Webflow Freemium ★4.76
  Create professional, custom websites with no code.
• Bright Data Freemium ★4.75
  Bright Data is a web data platform that provides proxies, scraper APIs, datasets, and a Web MCP server so developers and AI agents can collect public web d
• Pipedream Paid ★4.75
  Build and deploy powerful applications connecting APIs, AI, databases, and more.
• Honeycomb Paid ★4.73
  Honeycomb offers observability solutions to debug software in distributed environments.
• Linear Paid ★4.73
  Streamlined tool for managing issues, sprints, and product roadmaps.
• Attio Freemium ★4.6
  AI-native CRM built for the next generation of B2B teams — embedded AI, flexible data modeling, deep workflows. The modern CRM picked by AI-native startups.
• Chroma Free ★4.6
  AI-native open-source embedding database for efficient data handling.
• Browserless Freemium ★4.47
  Browserless is headless-browser infrastructure you can self-host via Docker or run managed — Puppeteer, Playwright, scrape, screenshot, and PDF APIs.
• Hyperbrowser Freemium ★4.45
  Hyperbrowser is cloud headless-browser infrastructure for AI agents, with stealth fingerprinting, proxy rotation, and built-in CAPTCHA solving.
• Zep Freemium ★4.45
  Zep is a memory platform for AI agents that builds temporal knowledge graphs from chat and business data so agents recall context that changes over time.
• Arcade Freemium ★4.43
  Arcade is the tool-calling platform for AI agents with built-in auth, observability, and DX. Founded by ex-Okta engineers; agent infra.
• Asana Freemium ★4.38
  Asana is a work management tool for planning, tracking, and automating projects — now with Asana AI for status summaries and AI teammates.
• Jira Freemium ★4.28
  Jira is an agile project management tool from Atlassian for software teams — with Atlassian Intelligence and Rovo AI agents for issue work.
• Databricks Paid ★4.11
  Unified platform for data analytics and AI innovation