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: AI & models

1,580 results · page 42 of 53

  • market-intel-mcpMCP serverAI & models

    Live & historical FX rates for AI agents, from European Central Bank data. No API keys.

    Ready to connect

    github.com/datakoot/market-intel-mcp

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  • market-intelligenceMCP serverAI & models

    The Berlin real estate market, machine-readable: free market data for AI agents by GUTHMANN®.

    Ready to connect

    github.com/guthmannestate/market-intelligence-mcp

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  • marketcheck-ai-reportsMCP serverAI & models

    Vehicle valuations and market reports in Claude or ChatGPT. Pay per report, no subscription.

    Ready to connect

    github.com/marketcheckhub/marketcheck-ai-reports

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  • marutapMCP serverAI & models

    Agent requests a purchase, the human taps approve, the agent gets a card scoped to it.

    Ready to connect

    github.com/alexqueue/maruchit

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  • maxiaMCP serverAI & models

    Neutral W3C DID/VC identity and reputation oracle for AI agents (did:key/did:web, eddsa-jcs-2022).

    Ready to connect

    github.com/majorelalexis-stack/aicodex

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  • maxwell-defenseMCP serverAI & models

    Model proof-of-work policy and latency for AI agents. $1 USDC rehearsal; no runtime protection.

    Ready to connect

    github.com/jdhart81/viridis-agent-fleet

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  • mcp-agentcoreMCP serverAI & models

    Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

    Ready to connect

    github.com/gns-foundation/geiant

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  • mcp-ai-visibility-indexMCP serverAI & models

    AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.

    Ready to connect

    github.com/pulse-digital-dev/mcp-ai-visibility-index

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  • mcp-aichatMCP serverAI & models

    MCP server for AI dialogue using various LLM models via AceDataCloud

    Ready to connect

    github.com/acedatacloud/aichatmcp

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  • mcp-aider-executorMCP serverAI & models

    Model Context Protocol (MCP) server to execute aider-specific code editing operations

    github.com/railkill/mcp-aider-executor

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  • mcp-archimedesMCP serverAI & models

    Discover verified deep-tech engineering bounties from any AI agent.

    Ready to connect

    github.com/archimedes-market/mcp-archimedes

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  • mcp-cricketMCP serverAI & models

    Live ball-by-ball cricket, prediction-market prices, and a win model fitted on 17,907 matches.

    Ready to connect

    github.com/asaraog/mcp-cricket

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  • mcp-diggerMCP serverAI & models

    Progressive on-demand access to .NET NuGet package source for AI coding agents.

    github.com/janeksm/mcp-digger

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  • mcp-failure-labMCP serverAI & models

    A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.

    github.com/anilloutombam/mcp-failure-lab

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  • mcp-glmMCP serverAI & models

    MCP server for GLM chat completions using Zhipu AI models via AceDataCloud

    Ready to connect

    github.com/acedatacloud/glmmcp

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  • mcp-knowledgeMCP serverAI & models

    100+ MCP tools for AI agents: content metadata, trade intelligence, business-expertise analysis.

    Ready to connect

    github.com/getgapup/gapup-mcp

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  • mcp-relayMCP serverAI & models

    RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capability discovery.

    Ready to connect

    github.com/runrelay/app-runrelay

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  • mcp-rialtoMCP serverAI & models

    Read-only MCP for Rialto quotes and swap preflight on Robinhood Chain. No signing or broadcast.

    Ready to connect

    github.com/hoodly-agent/mcp-rialto

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  • mcp-schema-audit-mcpMCP serverAI & models

    Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.

    Ready to connect

    github.com/tylerscomic-lab/mcp-schema-audit-mcp

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  • mcp-scorecardMCP serverAI & models

    Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

    github.com/davidmosiah/mcp-scorecard

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  • mcp-server-vaultMCP serverAI & models

    Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends, save new secrets.

    github.com/aiwerk/mcp-server-vault

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  • mcp-socialMCP serverAI & models

    Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatGPT or Claude.

    Ready to connect

    github.com/connected-paths/mcp-social

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  • mcp-spec-compliance-mcpMCP serverAI & models

    MCP Spec Compliance MCP — audits any MCP server.json against the official Model Context Protocol

    Ready to connect

    github.com/csoai-org/mcp-spec-compliance-mcp

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  • mcp-x402MCP serverAI & models

    Evidence-backed x402 web verification for AI agents, with auditable decisions for every condition.

    Ready to connect

    github.com/diogoup26/mcp-x402

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  • mdengineMCP serverAI & models

    MD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.

    Ready to connect

    github.com/forcefieldsilicon/mdengine

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  • meatspaceMCP serverAI & models

    Human-in-the-loop for AI agents. Submit choices, get a human decision.

    Ready to connect

    github.com/zmarten/meatspace

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  • mediora-mcpMCP serverAI & models

    Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU/HE. Hosted.

    Ready to connect

    github.com/slatech-il/mediora-mcp

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  • melayaMCP serverAI & models

    Create and run any AI agents systems from 6k+ tools. Give your AI hands access to your Android.

    Ready to connect

    github.com/melaya-labs/melaya-mcp

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  • mentionagentMCP serverAI & models

    Link building outreach from your agent: review drafts, send the batch, answer publisher replies.

    Ready to connect

    github.com/buildsbymatt/mentionagent-claude-skill

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  • menuMCP serverAI & models

    Hosted MCP server to manage a restaurant menu from AI agents - 39 tools over the DuckHub API.

    Ready to connect

    github.com/tykhokhod-dmytro/duckhub-mcp-server

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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.

8,074 of the 11,324 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