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
4,717 results · page 84 of 158
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firmware-test-farm-mcpMCP serverDev tools
Flash and run real firmware on physical embedded dev boards from an AI agent, over MCP.
Ready to connect
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fiscalMCP serverDev tools
Brazilian fiscal MCP server - issue NF-e, NFC-e, NFS-e, CT-e, MDF-e and DC-e via SEFAZ.
Ready to connect
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fiveable-ap-studentsMCP serverDev tools
AP study content, practice, FRQ feedback, progress, plans, and student tools for AI apps.
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flarewatchMCP serverDev tools
Verifiable Flare & Songbird data: validator scores, FTSO accuracy, prices, wallet intelligence.
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flash-props-apiMCP serverDev tools
Flash Props API: player-prop analysis, projections, evidence, and line movement over REST/MCP.
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fleetstreetMCP serverDev tools
License your creative work to AI on your terms, and run your creator business. 46 tools, keyless.
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flight-faresMCP serverDev tools
Cheapest observed fare, 6-month low and best departure date for a city pair.
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flightawareMCP serverDev tools
FlightAware MCP — wraps FlightAware AeroAPI v4 (aeroapi.flightaware.com)
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flightqueueMCP serverDev tools
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
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flightsMCP serverDev tools
Flights MCP — wraps OpenSky Network API (free, no auth required)
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flightstatsMCP serverDev tools
FlightStats MCP — wraps the Cirium FlightStats Flex API (api.flightstats.com/flex)
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floor10MCP serverDev tools
RSVP to San Francisco AI events, book a room, borrow a VR headset, submit a 3D print, find members.
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fmcg-networkMCP serverDev tools
USDA FoodData Central nutrient lookup, FDA recall watch, EU FMCG labelling via remote MCP
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fmcsaMCP serverDev tools
US motor-carrier registry: DOT/MC/name lookup, operating authority, safety — keyless
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fmiMCP serverDev tools
Finnish Meteorological Institute open data (forecast, observations, warnings)
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fmsg-mcpMCP serverDev tools
Federated messaging with your fmsg hosting provider. Connect with OAuth or an API key.
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folketinget-dkMCP serverDev tools
Danish Parliament (Folketinget) open data MCP — oda.ft.dk, an OData v3 API.
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food-dbMCP serverDev tools
Resolve Japanese food names to nutrition facts. All 2,538 foods from Japan's official tables.
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food-safetyMCP serverDev tools
Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.
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foodnear-meMCP serverDev tools
AI-native restaurant discovery: verified/menu-indexed/discovered tiers + signed allergy-safety data.
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forgeMCP serverDev tools
Check if EU GPSR applies to your product, and estimate what your small business is worth.
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forge-mcpMCP serverDev tools
Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.
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formbroMCP serverDev tools
MCP server for FormBro Canadian immigration application automation.
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formsMCP serverDev tools
Canadian contractor forms + tax tools: 126 cited forms, sourced 2026 tax estimates by province.
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foundation-discoveryMCP serverDev tools
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, IRS 990 data.
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foundrynet-geoMCP serverDev tools
x402-gated geocoding + distance gateway. Tools: geocode, distance.
Ready to connectcaution
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fractal-process-intelligence-mcpMCP serverDev tools
Research Alpha MCP recorder: process X-Rays showing if more AI added independent intelligence.
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fraimMCP serverDev tools
Accountable AI workforce workflows with jobs, skills, rules, evidence, and mentoring.
Ready to connect
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.
8,516 of the 11,679 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.