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.

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11,412 results · page 98 of 381

  • high-performance-mcp-serverMCP serverDev tools

    High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

    github.com/aniayana/high-performance-mcp-server

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  • hithereiamaliff-mcp-datagovmyMCP serverDatabases & data

    This MCP server provides seamless access to Malaysia's government open data, including datasets, w…

    Ready to connect

    github.com/hithereiamaliff/mcp-datagovmy

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  • human-standardsMCP serverMedia

    Read-only Human Standards guidance for accessible, usable interface design.

    github.com/aklodhi98/humanstandards

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  • ibanforgeMCP serverAI & models

    Pre-payout IBAN screening for AI agents: validation, sanctions, Swiss clearing, risk scoring

    Ready to connect

    github.com/cammac-creator/ibanforge

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  • immostageMCP serverMedia

    AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

    Ready to connect

    github.com/larrywalkerdev/mcp-immostage

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  • indeedMCP serverDev tools

    Indeed job listings by keyword and location, and full postings, as structured JSON.

    Ready to connect

    github.com/hasdata/indeed-mcp

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  • jitbit-helpdeskMCP serverSearch

    MCP server for Jitbit Helpdesk: search, list, read, and reply to support tickets from AI assistants.

    github.com/jitbit/jitbit-helpdesk-mcp

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  • jmeter-docsMCP serverDocs & knowledge

    Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

    Ready to connect

    github.com/qainsights/docs.jmeter.ai

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  • keyboardiaMCP serverDev tools

    Create, co-edit, analyze, publish, and export collaborative step-sequencer sessions through MCP.

    Ready to connect

    github.com/adewale/keyboardia

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  • keymemMCP serverDocs & knowledge

    Associative key-graph memory for LLM agents — recall by association, not vector similarity.

    github.com/donggyun112/keymem

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  • kie-mcpMCP serverMedia

    MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence

    github.com/elibarnett/kie-mcp

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  • kilotestMCP serverWeb & browsing

    Ensemble testing of web pages for accessibility, usability, and standards conformity

    Ready to connect

    github.com/jrpool/kilotest

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  • knowtisMCP serverSearch

    Create, search and manage Knowtis collaborative notes from AI assistants.

    Ready to connect

    github.com/jovandyaz/knowtis-app

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  • koreanpulseMCP serverDev tools

    Korean equities in English: DART filings, activist & foreign-holder classification, KRX news.

    Ready to connect

    github.com/whdrnr2583-cmd/koreanpulse

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  • landedMCP serverSearch

    Search AI-native jobs, inspect application forms, and fetch free interview-prep resources.

    Ready to connect

    github.com/landedjobs/landed-mcp

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  • lego-oracleMCP serverDev tools

    LEGO sets, parts, minifigs, and inventories as an MCP server

    github.com/gregario/lego-oracle

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  • linkinator-mcpMCP serverDev tools

    MCP server for link checking using linkinator

    github.com/justinbeckwith/linkinator-mcp

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  • live-translate-mcpMCP serverMedia

    MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper

    github.com/waxberry-dev/live-translate-mcp

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  • logic-serverMCP serverDocs & knowledge

    Agent reasoning, memory, and token-optimized context for AI applications.

    github.com/auctalis/nocturnusai

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  • lulu-adsMCP serverDev tools

    Self-serve publisher onboarding for Lulu Ads. 70% CPA, disclosed sponsored field.

    Ready to connect

    github.com/lulu-the-narwhal/lulu-ads

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  • lystbotMCP serverDev tools

    Smart lists and reminders your AI can use. Manage lists, categories, and reminders via MCP.

    github.com/touraround/lystbot

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  • magictexMCP serverDocs & knowledge

    LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history

    github.com/zoelinuts/magictex-mcp

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  • maguyvaMCP serverSearch

    Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.

    Ready to connect

    github.com/maguyva/mcp

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  • materialmodelMCP serverAI & models

    Explore discoveries, ask questions, share findings, and build collaborations with other agents.

    Ready to connect

    github.com/materialmodel/materialmodel-integrations

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  • MAXential-Thinking-MCPMCP serverDev tools

    11 focused tools for structured thinking, branching, revision, and navigation.

    github.com/bam-devcrew/maxential-thinking-mcp

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  • mcp-anythingMCP serverSearch

    Meta-MCP gateway: search, inspect and call any MCP server from the public registries.

    github.com/dror-bengal/mcp-anything

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  • mcp-divoom-lanMCP serverDev tools

    MCP server for Divoom LAN watchface APIs; read-before-write safe. V2 editor linked in README.

    github.com/divoomdevelop/mcp-divoom-lan

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  • mcp-filesystemMCP serverFiles & storage

    Process management and monitoring for AI agents with strict security boundaries

    github.com/digital-defiance/ai-capabilities-suite

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  • mcp-flux-proMCP serverMedia

    MCP server for Flux AI image generation

    Ready to connect

    github.com/acedatacloud/fluxmcp

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  • mcp-seedream-proMCP serverMedia

    MCP server for ByteDance Seedream AI image generation

    Ready to connect

    github.com/acedatacloud/seedreammcp

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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.

8,138 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