热门好用的 MCP Server 推荐
按分类、安装方式和来源搜索比较 MCP Server。
A Model Context Protocol server for DevRev. It is used to search and retrieve information using the DevRev APIs.
Model Context Protocol server for OpenSERP search engine API
Octocrawl：可读的Markdown和公开网页的检查字段，用于AI代理、RAG和研究。失败有原因。用REST、SDK或MCP自托管。
HigherGov MCP connects AI assistants and LLM tools to HigherGov’s federal, state, local, and proprietary government market data for opportunity search, award research, contractor analysis, document...
DuckDuckGo search API MCP server
MCP server for Telegram: read, search, send and summarize messages, manage chats and folders. Built in Go, with local stdio and multi-user HTTP support.
MCP (Model Context Protocol) server for SpurtCommerce - enables AI agents to interact with SpurtCommerce via Product, Store, and Category APIs for search and browsing.
and data for CRMs, dashboards, research workflows, and AI assistants — live Etsy search listing rows plus shop sales counters — via Apify’s hosted MCP or the Store Actors directly.
MCP server providing UK property research tools for AI assistants. Enables Claude, GPT, and other LLMs to search properties, analyse area safety, find nearby schools, explore demographics, and get...
MCP server exposing the Verevoir substrate (sources / context / workflows) as Claude-Code-usable tools. Cached reads, symbol search, kanban operations behind one process.
MCP server for indexing and searching Claude Code conversation history with decision tracking and git integration
MCP server exposing the TETA+PI verified entity registry to AI agents — 7 tools: search, resolve intent, verify entity/endpoint/claim, get profile, get proof.
免费、开源、只读的 MCP 服务器，适用于 SBIR/STTR 及联邦资助项目：Grants.gov、NIH RePORTER 和 NSF Award Search，每个结果均附有源代码 URL。
Python implementation of an Elasticsearch MCP server
Live, no-auth, public access to every commerce site's tech stack — every vendor, every account ID, every inline script signature, plus a quant-research signal layer on top.
MCP server for Atlassian Confluence Cloud: spaces, pages, in-place section editing, CQL search, and labels, over both STDIO and HTTP transports.
Marmiton的MCP服务器：搜索法语食谱，并将食材数量缩放到任意份量。没有API密钥。
一个无数据的MCP服务器，通过语义搜索、业务分类法、按需定义检索和CDS DDL为AI代理提供即时、排名访问SAP S/4HANA CDS视图的访问。
MCP服务器允许AI代理搜索7546个MCP服务器和代理技能，以及1501个AI工具。零依赖。
RoboPartPicker 的 MCP 服务器——从 AI 代理处搜索源链机器人项目、物料清单和组件。托管端点：https://robopartpicker.com/mcp
Clawvec Lessons MCP Server — AI experience index for coding agents. Search, validate, and record pitfalls from Claude Code, Cursor, or Windsurf via Model Context Protocol.
hamir's MCP server: news search, coverage and save-to-hamir links for any AI agent
托管的 Google Ads + Search Console MCP 服务器：构建 Search、Performance Max、Display 和 YouTube 广告活动，研究关键词，只做你批准的更改，并可撤销。
研究论文RAG的MCP服务器：基于标记评估（0.841 MRR）调优的混合搜索（pgvector + Postgres全文，RRF），Claude中的页面引用答案，持有令牌认证，Docker，CI中的59次测试。