MCP servers.
Connect a server the community built.
An MCP server is a program somebody else built that gives your AI new tools: search a service, read a file, call an API.
Connect one here and Claude, Claude Code, ChatGPT, Codex and Cursor all reach it through a single endpoint, with your key held on the server side.
Category: Search
1,159 results · page 3 of 39
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jdocmunch-mcpMCP serverSearch
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
★ 203
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claude-ops-telegram-serverMCP serverSearch
Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.
★ 190
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linkMCP serverSearch
Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
★ 180
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jjlabsio-korea-stock-mcpMCP serverSearch
Search company disclosures and financial statements from the Korean market. Retrieve stock profile…
Ready to connect★ 176
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search1apiMCP serverSearch
Web search, news, page retrieval, sitemaps, and trending topics through Search1API.
Ready to connect★ 173
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serpapi-mcpMCP serverSearch
Official SerpApi MCP server for Google, Bing, and other search engines.
Ready to connect★ 169
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shodanMCP serverSearch
MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries.
★ 169
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akbMCP serverSearch
Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.
★ 160
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seo-monsterMCP serverSearch
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
★ 157
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mcp-outlineMCP serverSearch
Connect AI assistants to Outline for document search, reading, and management
★ 155
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pathfinderMCP serverSearch
Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
★ 140
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pdf-mcpMCP serverSearch
Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
★ 134
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ccriderMCP serverSearch
Full-text search, browse, and resume across your coding agent sessions (Claude Code, Codex, Amp)
★ 127
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hig-doctorMCP serverSearch
Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
★ 126
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agent-search-mcpMCP serverSearch
Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.
★ 109
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clocktowerMCP serverSearch
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external service.
★ 109
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githitsMCP serverSearch
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
Ready to connect★ 104
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linkedin-mcpMCP serverSearch
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
Ready to connect★ 99
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claudexMCP serverSearch
Persistent memory + FTS5 search MCP server for Claude Code conversation history.
★ 93
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IlyaGusev-academia_mcpMCP serverSearch
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Ready to connect★ 91
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imap-mcp-serverMCP serverSearch
IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants
★ 91
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codealive-mcpMCP serverSearch
Semantic code search and analysis from CodeAlive for AI assistants and agents.
★ 90
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runxMCP serverSearch
The governed runtime for agent skills. Search the catalog and inspect a skill before running it.
Ready to connect★ 87
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freeqMCP serverSearch
Read and verify freeq conversations: channels, history, search, signatures, pins.
Ready to connect★ 85
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codenibMCP serverSearch
Source-linked CodeGraph exploration, ranked search, and static navigation for coding agents.
★ 84
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dabble-meMCP serverSearch
Private journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth.
Ready to connect★ 80
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patent-literature-search-mcpMCP serverSearch
Search 200M+ patents and 216M+ scientific papers using natural language and structured filters.
★ 79
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sverkloMCP serverSearch
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
★ 79
What is an MCP server?
The Model Context Protocol is the open standard AI clients use to call tools. An MCP server is a program that answers those calls: it publishes a few tools with their inputs, and the AI decides when to use them. Most are written by the people who needed them and published as open source, which is why this list is long and uneven.
7,925 of the 11,203 servers listed here can be served through ahel today. The rest stay listed so you can find them and read what they do, and their pages say plainly that ahel cannot serve them yet.
Connect one to Claude, Cursor, Codex or ChatGPT
Connecting a server here does not put anything on your machine. ahel runs it and serves its tools to every AI client you sign in with, so one connection covers Claude, Claude Code, ChatGPT, Codex, Cursor and VS Code with Copilot.
Your client's tool list stays the same size whatever you connect: a server's own tools are read with the tools verb and run with the use verb. Keys are sealed in ahel and injected server side, so a credential never crosses the link.