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: Dev tools

4,632 results · page 30 of 155

  • gtm-ga4MCP serverDev tools

    GTM + GA4 MCP: tag management, consent auditing, workspace versioning, reports.

    github.com/mharnett/mcp-gtm-ga4

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  • harmonyosMCP serverDev tools

    MCP server for HarmonyOS development - interact with projects, devices, and applications

    github.com/fadinglight9291117/mcp-harmonyos

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  • harvard-artMCP serverDev tools

    Harvard Art Museums MCP.

    Ready to connect

    github.com/pipeworx-io/mcp-harvard-art

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  • helldivers2-mcpMCP serverDev tools

    MCP server exposing live Helldivers 2 galactic war data.

    Ready to connect

    github.com/xerno42/helldivers2-mcp

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  • hormonalyMCP serverDev tools

    24 tools for evidence-graded clinical queries, hormones, peptides, longevity & drug interactions.

    Ready to connect

    github.com/hormonaly-ai/hormonaly-public

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  • industrial-vacuum-explorerMCP serverDev tools

    Industrial vacuum configurator: 150+ products, 24 sectors, ATEX certifications, technical specs.

    Ready to connect

    github.com/depurecoindustrialvacuums-boop/industrial-vacuum-explorer-mcp

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  • insightsMCP serverDev tools

    Query your customer feedback: studies, themes, suggestions, tags, and sentiment trends.

    Ready to connect

    github.com/andrewchmr/magic-insights-mcp

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  • intentfenceMCP serverDev tools

    Fail-closed action authorization, MCP risk scanning, x402 checks, and signed receipts.

    Ready to connect

    github.com/razel369/intentfence

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  • jd-intel-mcpMCP serverDev tools

    Your AI fetches and reads full job descriptions across seven ATS platforms, no copy-paste.

    github.com/prpmdev/jd-intel

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  • kernelMCP serverDev tools

    Verify consequential AI actions before they execute.

    github.com/actenon/actenon-kernel

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  • korea-data-mcpMCP serverDev tools

    Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.

    github.com/choiyounggi/korea-data-suite

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  • libretranslateMCP serverDev tools

    LibreTranslate MCP — open-source machine translation (BYO endpoint)

    Ready to connect

    github.com/pipeworx-io/mcp-libretranslate

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  • lit-forge-mcpMCP serverDev tools

    Asset planning, market data, econ releases, central bank speakers, US macro, geopolitical. 19 tools.

    github.com/noblabs/lit-forge-mcp

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  • livevariantMCP serverDev tools

    Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.

    Ready to connect

    github.com/livevariant/livevariant

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  • local-dfw-mcpMCP serverDev tools

    Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, utilities, districts.

    github.com/lizzlechen/local-dfw-mcp

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  • lucidMCP serverDev tools

    Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize.

    Ready to connect

    github.com/lucidsoftware/lucid-mcp-server

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  • m2m-sentinel-sdkMCP serverDev tools

    Base bytecode capability observations, proxy resolution, gas, DEX, and transfer telemetry.

    Ready to connect

    github.com/m2m-sentinel/m2m-sentinel-sdk

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  • mal-mcpMCP serverDev tools

    MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list management.

    github.com/grinv/mal-mcp

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  • math-courtMCP serverDev tools

    No-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused.

    Ready to connect

    github.com/gaiaftcl-sudo/uum8dsolarresearch

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  • mcp-agentic-serverMCP serverDev tools

    Local coding tools for ChatGPT Developer Mode and MCP clients with safe editing and shell execution.

    github.com/hugolsramos01-bit/mcp-agentic-server

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  • mcp-feaMCP serverDev tools

    Real FEA on CAD parts: validated setups, stress, safety factor, natural frequencies

    Ready to connect

    github.com/therobomaster123/mcp-fea

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  • mcp-roadmapshMCP serverDev tools

    MCP server for roadmap.sh: roadmaps, best practices, interview questions, projects & progress

    github.com/aissablk1/mcp-roadmapsh

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  • mcp-timeMCP serverDev tools

    Time MCP server via HTTP

    Ready to connect

    github.com/mcpcentral-io/mcp-time

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  • medical-codes-mcp-serverMCP serverDev tools

    Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.

    Ready to connect

    github.com/cyanheads/medical-codes-mcp-server

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  • mh-fin-mcpMCP serverDev tools

    China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit-up analysis.

    Ready to connect

    github.com/clk1st/mh-fin-mcp

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  • mockups-galleryMCP serverDev tools

    Self-hosted gallery for AI-generated mockups. MCP interface; token-efficient curl uploads.

    github.com/kgnatx/mockups-mpc

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  • moxie-docsMCP serverDev tools

    Living docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.

    Ready to connect

    github.com/jackalope-dev/moxie-docs-mcp

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  • n8n-manager-mcpMCP serverDev tools

    MCP server for n8n workflow management -- view, create, sync and manage workflows via AI.

    github.com/ellmos-ai/n8n-manager-mcp

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  • ncloudMCP serverDev tools

    MCP server for managing Naver Cloud Platform (Ncloud) infrastructure

    github.com/sjk4425/ncloud-mcp-server

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  • nexus-legalMCP serverDev tools

    International legal analysis (ISO 31000) — 27 tools, 63 selectable jurisdictions; coverage varies.

    Ready to connect

    github.com/djtellado/nexus-legal-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.

8,118 of the 11,373 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