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

4,567 results · page 31 of 153

  • source-map-parser-mcpMCP serverDev tools

    Parse JavaScript error stack traces back to original source code using source maps

    github.com/masonchow/source-map-parser-mcp

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  • squadMCP serverDev tools

    Decision intelligence for product teams. Turn scattered feedback into signal you can act on.

    Ready to connect

    github.com/the-basilisk-ai/squad-mcp

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  • statearkMCP serverDev tools

    Local-first version control for AI work. Savepoint and resume your project state across chats.

    github.com/askrion/stateark

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  • taiwan-payrollMCP serverDev tools

    台灣勞保、健保、勞退、職災與二代健保補充保費試算,含薪資扣繳、破月與勞保老年給付。資料取自主管機關公告,對官方範例逐位元驗證。

    Ready to connect

    github.com/supra126/taiwan-payroll

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  • tariff-resolverMCP serverDev tools

    US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.

    github.com/opsloft/tariff-resolver

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  • toolsMCP serverDev tools

    530 MCP tools across 561 fintech tools: ChainGraph AP2 decisions, execution_hash. Zero PII.

    Ready to connect

    github.com/postoaklabs/ainumbers-mcp-apps

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  • trendflowMCP serverDev tools

    Google Trends data: interest over time, by region, related queries, and trending now.

    Ready to connect

    github.com/dariomory/trendflow-js

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  • umbrielMCP serverDev tools

    See and drive a whole Windows machine from Bun — apps, input, screen, OCR, registry, OS — via MCP.

    github.com/obscuritysrl/umbriel

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  • us-property-parcel-real-estate-debtMCP serverDev tools

    Free, no key. US commercial real estate: FHA/CMBS maturities, LIHTC/HUD expiries, bank CRE exposure.

    Ready to connect

    github.com/capital-w-holdings/us-property-parcel-real-estate-debt

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  • uxspot-mcpMCP serverDev tools

    uxspot.io UX reference: glossary, AI x UX tools directory, checklists and Learn UX curriculum

    Ready to connect

    github.com/dockster/uxspot-mcp

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  • va-museumMCP serverDev tools

    Victoria and Albert Museum (V&A) Collections MCP.

    Ready to connect

    github.com/pipeworx-io/mcp-va-museum

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  • vehicle-dataMCP serverDev tools

    Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation and way more.

    Ready to connect

    github.com/vincario/mcp-vincario

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  • verifimind-genesisMCP serverDev tools

    X-Z-CS AI validation with auditable reasoning. 8 active tools; 5 in maintenance. v0.5.62

    Ready to connect

    github.com/creator35lwb-web/verifimind-peas

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  • wallet-identityMCP serverDev tools

    Resolve wallet addresses to X and Farcaster accounts, and back again.

    Ready to connect

    github.com/starl3xx/wallet-to-social

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  • weboperatorMCP serverDev tools

    Hands your live Chrome tab to any MCP client — snapshot, navigate, click, type, extract.

    github.com/kazkozdev/weboperator

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  • wellness-projectMCP serverDev tools

    Connect your health, fitness, nutrition, sleep, and wearable data to your AI assistant.

    Ready to connect

    github.com/turnnoblindeye/wellness-project-mcp

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  • who-gho-mcp-serverMCP serverDev tools

    WHO Global Health Observatory — 3,059 indicators across 194 member states.

    Ready to connect

    github.com/cyanheads/who-gho-mcp-server

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  • zerodustMCP serverDev tools

    Recover stranded native gas: empty a chain's balance to exactly zero on 25 EVM chains.

    Ready to connect

    github.com/andresdefi/zerodust

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  • 429-throttle-mcpMCP serverDev tools

    带速率限制的 MCP HTTP 代理:滑动窗口+令牌桶控速,长程任务不再 429

    github.com/iqingyoung/429-throttle-mcp

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  • abs-mcpMCP serverDev tools

    Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.

    github.com/bigred97/abs-mcp

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  • academyMCP serverDev tools

    The Academy curriculum as an offline MCP library. Hosted course connector adds progress.

    Ready to connect

    github.com/studiomeyer-io/mcp-academy

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  • accessibility-aiMCP serverDev tools

    Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.

    Ready to connect

    github.com/groundlogic-ai-source/accessibility-ai

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  • admin-mcpMCP serverDev tools

    Manage your Jumpseller store with AI. Products, orders, customers, and more.

    Ready to connect

    github.com/jumpseller/api-docs

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  • adobe-mcpMCP serverDev tools

    Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client

    github.com/ajsmonty/adobe-mcp

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  • aecMCP serverDev tools

    Insurance claims-side vendor procurement (IMEs, IA, surveillance). Preview - V2 launches Q3 2026.

    Ready to connect

    github.com/scope-bid/scope-mcp

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  • aena-mcpMCP serverDev tools

    Flight data for Spain's 50 AENA airports over the public and OAuth2 REST APIs

    github.com/mrgo2/aena-mcp

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  • aethis-mcpMCP serverDev tools

    Deterministic eligibility decisions and test-driven rule authoring via the Aethis developer API.

    github.com/aethis-ai/aethis-mcp

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  • agentic-platformMCP serverDev tools

    Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.

    Ready to connectcaution

    github.com/andysalvo/agentic-platform

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  • agentluxMCP serverDev tools

    Hosted AgentLux MCP server for marketplace, identity, creator, services, and social flows.

    Ready to connect

    github.com/agentlux/agentlux-mcp

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  • ai-netcafeMCP serverDev tools

    China facts a server outside China cannot get: real mainland reachability, 调休 holidays, ID/phone val

    Ready to connect

    github.com/mario03690/ai-netcafe

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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.

7,933 of the 11,199 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