BigHugger

MCP servers with a get_usage tool, you install, over stdio

An MCP server is something you connect an agent to. The registry will tell you a server's name, its version and how to reach it — but not what it can do, which is the only thing you actually want to know. We read that off the repository.

31,279 servers, 76,670 tool names across 6,537 of them, last read 11 September 2026.

A server's tools are not in the registry. We read them from the repository README, which means a list here is what the README documented and an absence is usually silence rather than a server with nothing to offer: 20.9% of servers have a list, and filtering on tools narrows to those. Where a list exists, the page for the server says which part of the README it came from.

  1. mcpcom.sandbox-as-a-service

    Give an agent a real Linux VM: run commands, move files, expose a preview URL, destroy it.

    localstdio11 toolsneeds a credential
  2. mcpio.docmake

    Generate DOCX and PDF documents from your DocMake templates

    localstdio6 toolsneeds a credential
  3. cogmemaiio.github.hifriendbot

    The smart memory layer for everything Ai. 95.10% LongMemEval (highest published).

    localstdiostreamable-http35 toolsneeds a credential
  4. mcpdev.overspan

    OpenStreetMap queries as MCP tools, served by the Overspan hosted Overpass API.

    localstdio5 toolsneeds a credential
  5. delegaio.github.delega-dev

    Delega MCP client. Public hosted access retired July 28, 2026; existing owner credentials only.

    localstdio44 toolsneeds a credential
  6. findme-mcpio.github.findmephoto

    Create wedding galleries, upload photos, and pull analytics on FindMe Photo from any AI assistant.

    localstdio12 toolsneeds a credential
  7. mcpdev.tinify

    Compress, resize, crop, and convert images with the Tinify.dev API from any MCP client.

    localstdio5 toolsneeds a credential
  8. gandr-mcpio.github.Gandr-AI

    Text to speech for MCP clients. 23 languages, six voices, every render watermarked.

    localstdio4 toolsneeds a credential
  9. aifordatabase-mcpio.github.dann26parr69

    Query any database in plain English or SQL through a guardrailed, read-only data layer.

    localstdio9 toolsneeds a credential
  10. meddataio.github.anthesiallc

    Drug & supplement lookup and interaction checks from free U.S. government health data.

    localstdio7 toolsneeds a credential
  11. agent-api-gatewayio.github.ZachDreamZ

    Extract structured web data (product, article, company) for AI agents via Agent API Gateway

    localstdio6 toolsneeds a credential
  12. mcpdev.madtaco

    Verification and trust checks for AI agents: validate, screen, propose, accounts, usage.

    localstdio13 toolsneeds a credential
  13. mcpai.rolli

    Social media search, expert discovery, and analytics across X, Reddit, YouTube, and more

    localstdio30 toolsneeds a credential
  14. ulinkio.github.FlywheelStudio

    Deep linking for iOS, Android & Flutter. Firebase Dynamic Links alternative.

    localstdio21 toolsneeds a credential
  15. tube-search-mcpio.github.Archivarix-com

    Search archived YouTube videos including deleted, private, or region-blocked content.

    localstdio9 toolsneeds a credential
  16. rendoc-mcp-serverio.github.yoryocoruxo-ai

    Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.

    localstdio7 toolsneeds a credential
  17. snaprenderio.github.User0856

    Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, signed URLs.

    localstdio3 tools
  18. agentwalletio.github.hifriendbot

    Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.

    localstdio31 toolsneeds a credential
  19. botcall-mcpio.github.danecodes

    Give your AI agent a real phone number for SMS verification codes.

    localstdio6 toolsneeds a credential
  20. mcp-serverio.github.TeleKashOracle

    Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Metaculus.

    localstdio28 toolsneeds a credential
  21. smaraio.github.parallelromb

    Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.

    localstdio5 toolsneeds a credential
  22. quantaroute-geocoderio.github.mapdevsaikat

    Geocode addresses, lookup administrative boundaries, and process DigiPin codes for India

    localstdio12 toolsneeds a credential
  23. blogburst-mcp-serverio.github.shensi8312

    AI social media agent — generate content, auto-pilot posting, analytics for 9+ platforms.

    localstdio12 tools
  24. mcpcom.random-profiles

    Generate fake user profiles and companies for tests, seed data, and AI agent demos.

    localstdio8 toolsneeds a credential

Browse all 31,279 servers200 at a time, grouped by owner. The list above is the servers with the highest standing; this is every one of them.

Live servers only. The whole corpus is one call away through the search API — including tools=, which is how you ask for a server by what it does rather than by what it is called.