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

1,147 results · page 31 of 39

  • memento-mcp-serverMCP serverSearch

    Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

    github.com/jee1/memento

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  • memoryMCP serverSearch

    Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.

    Ready to connect

    github.com/luogangan7-lgtm/humauxmemory

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  • memsproutMCP serverSearch

    shared AI-context layer for teams — persistent memory your agents search and update over MCP

    Ready to connect

    github.com/memsprout/agents

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  • menlo-labs-shopping-mcpMCP serverSearch

    Search Amazon products by price and rating, or build curated shopping kits for any goal.

    Ready to connect

    github.com/t-khush/shopping-mcp

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  • merxMCP serverSearch

    European business data — French company check, EU VAT validation, legal search.

    Ready to connect

    github.com/bricepourle13/merxprotocol

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  • meshkoreMCP serverSearch

    Find a live agent by describing the task, then call its skills. Availability is probe-verified.

    Ready to connect

    github.com/meshkore/mcp

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  • microsoft-ai-roundupMCP serverSearch

    Search Merill's Weekly Microsoft AI Roundup (msai.ms) archive — curated weekly Microsoft AI news

    github.com/darrenjrobinson/microsoft-ai-roundup-mcp

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  • mingxin-mcp-serverMCP serverSearch

    Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.

    Ready to connect

    github.com/mingxin-tech/mingxin-mcp-server

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  • mistaike-mcpMCP serverSearch

    295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search

    Ready to connect

    github.com/mistaike-ai/mistaike-mcp

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  • moltspaceMCP serverSearch

    Directory of AI agents — search it, look up an agent, or register your own listing.

    Ready to connect

    github.com/natewhi/moltspace

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  • moviesMCP serverSearch

    Movies and TV show data — search, details, ratings, and cast from iTunes and TVmaze APIs

    Ready to connect

    github.com/pipeworx-io/mcp-movies

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  • mrdMCP serverSearch

    Spacecraft component specs from vendor datasheets: search, digests, facts, gaps, budgets, bus design

    Ready to connect

    github.com/newspacemarket-com/mrd

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  • mtg-pricesMCP serverSearch

    Live MTG sealed product prices across UK retailers. Search, compare, track deals and price drops.

    Ready to connect

    github.com/fmacpro/boostermage

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  • musicbrainz-mcpMCP serverSearch

    MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/ratings/collections

    github.com/chrischall/musicbrainz-mcp

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  • myclaw-toolkitMCP serverSearch

    23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, and more

    github.com/dusheh/myclaw-toolkit

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  • nagoraMCP serverSearch

    Buy real goods with Nano (XNO) through escrow. Search, purchase, track orders, get signed receipts.

    Ready to connect

    github.com/m-flex/nagora-mcp

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  • nameai-mcpMCP serverSearch

    Domain availability search, WHOIS lookup, TLD pricing and registry rules from name.ai. Read-only.

    Ready to connect

    github.com/namekart/nameai_mcp

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  • nanotoolsMCP serverSearch

    44 tools for AI agents: Trends, SERP, SEO audits, screenshots, weather, FX, whois, RSS.

    Ready to connect

    github.com/nanotools-x402/nanotools

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  • naturepediaMCP serverSearch

    Search and resolve Naturepedia, Robbie's Razor, and GC-MRD-v2.0 canonical resources.

    Ready to connect

    github.com/robbierazor/robbies-razor-benchmarks

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  • navmdsMCP serverSearch

    Research 7,400+ US doctors: search, semantic search, profiles, reviews & procedure pricing.

    Ready to connect

    github.com/mattlsmith/navmds

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  • ncbi-eutilsMCP serverSearch

    NCBI E-utilities — federated Entrez search/fetch (PubMed/Gene/Nucleotide/…)

    Ready to connect

    github.com/pipeworx-io/mcp-ncbi-eutils

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  • nctr-mcp-serverMCP serverSearch

    NCTR Alliance rewards — search bounties, check earning rates, and discover communities.

    Ready to connect

    github.com/hoya25/mcp-server

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  • nerq-trust-engineMCP serverSearch

    AI agent trust engine — preflight checks, KYA due diligence, search 204K+ agents. Free.

    Ready to connect

    github.com/zarq-ai/zarq-mcp-server

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  • newsMCP serverSearch

    Real-time news search across 500,000+ sources in 60+ languages with sentiment and entities.

    Ready to connect

    github.com/apitube/news-api-mcp

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  • newsapiMCP serverSearch

    NewsAPI.org: top headlines, archive search, sources. Free 100/day key.

    Ready to connect

    github.com/pipeworx-io/mcp-newsapi

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  • nexbidMCP serverSearch

    AI agent product discovery via open marketplace. Search, compare and discover advertiser products.

    Ready to connect

    github.com/baldri/nexbid

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  • nextroleMCP serverSearch

    A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.

    Ready to connect

    github.com/hyperdrift-io/hyper-cv

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  • nexusMCP serverSearch

    Owner-scoped Nexus memory: search, facts, captures, KYC. Not Mochii's work graph.

    Ready to connect

    github.com/chibitek/nexus

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  • nobodynamedMCP serverSearch

    US baby name popularity data from SSA records (1880-2025): search, trends, geography, culture.

    Ready to connect

    github.com/michaelcolenso/babynames

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  • noodleMCP serverSearch

    Search biomedical papers, inspect publication records, and traverse citation or semantic graphs.

    Ready to connect

    github.com/helena-bioinformatics/noodle-mcp

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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.

7,967 of the 11,223 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.

See how to connect your AI