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

1,596 results · page 43 of 54

  • 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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  • meok-aaif-agent-card-mcpMCP serverAI & models

    MEOK AAIF Agent Card MCP — Linux Foundation AAIF agent identity bridge. Issues + verifies +

    Ready to connect

    github.com/csoai-org/meok-aaif-agent-card-mcp

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  • meok-abci-bridge-mcpMCP serverAI & models

    MEOK ABCI Bridge MCP — read-only Tendermint / Cosmos blockchain query for agents. Built-in registry

    Ready to connect

    github.com/csoai-org/meok-abci-bridge-mcp

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  • meok-agents-md-lint-mcpMCP serverAI & models

    MEOK AGENTS.md Linter MCP — validates the cross-vendor coding-agent spec (Cursor / Claude Code /

    Ready to connect

    github.com/csoai-org/meok-agents-md-lint-mcp

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  • mercadolibreMCP serverAI & models

    Mercado Libre keyword & competitor intelligence for AI agents across all 18 ML markets.

    Ready to connect

    github.com/georgelawrence/kwp-mercadolibre

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  • merchant-contextMCP serverAI & models

    Resolve sourced merchant facts and safe actions before an agent acts.

    Ready to connect

    github.com/ihint/merchant-context

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  • mercury-x402-mcpMCP serverAI & models

    Agent-payable web data over x402: 18 keyless services an agent pays per call.

    Ready to connect

    github.com/mercuryx402/mercury-x402-mcp

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  • meta-stamp-pocketsMCP serverAI & models

    Attribution and settlement infrastructure for AI agent content access over HTTP 402 and MCP.

    Ready to connect

    github.com/christebob/meta-stamp-pockets

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  • metamodelMCP serverAI & models

    AI-callable calculators and engineering models with real formulas. No hallucinated math.

    Ready to connect

    github.com/metamodel-app/mcp-server

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  • meteorMCP serverAI & models

    Ejecuta Mets, gestiona contactos y tareas, y lee los datos de tu workspace.

    Ready to connect

    github.com/met-claude/met

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  • mifactory-spec-apiMCP serverAI & models

    Convert docs to agent-readable specs with criteria and constraints. $0.10/convert.

    Ready to connect

    github.com/mifactory-bot/mifactory-spec-api

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  • milewiseMCP serverAI & models

    Buy verified human work through MCP with owner-controlled agent spend accounts.

    Ready to connect

    github.com/beshogun/milewiseai

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  • mindmapsMCP serverAI & models

    Create and read mind maps on CloudMindMaps from Claude and other AI assistants.

    github.com/jan-rezab/cloudmindmaps

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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.

8,137 of the 11,412 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