BigHugger

MCP servers with a get_usage tool, 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. mcpai.sendraven

    Email for AI agents: send, read replies as threads, run campaigns, with per-key limits.

    bothstreamable-httpstdio51 toolsneeds a credential
  2. finedata-mcpio.github.quality-network

    FineData web scraping MCP — JavaScript rendering, captcha solving, markdown for AI agents

    bothstreamable-httpstdio9 toolsneeds a credential
  3. ai-rete-rag-mcpcom.ai-rete-rag

    Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

    bothstreamable-httpstdio8 toolsneeds a credential
  4. 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
  5. mcpio.docmake

    Generate DOCX and PDF documents from your DocMake templates

    localstdio6 toolsneeds a credential
  6. scavio-mcpio.github.scavio-ai

    Structured web data from 31 platforms: Google, YouTube, Amazon, Walmart, Reddit, TikTok, LinkedIn

    bothstreamable-httpstdio191 toolsneeds a credential
  7. mcpdev.overspan

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

    localstdio5 toolsneeds a credential
  8. kymacom.kymaapi

    Live model catalog with prices and measured uptime, rankings, credits and spend, spend-capped chat.

    bothstreamable-httpstdio18 toolsneeds a credential
  9. delegaio.github.delega-dev

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

    localstdio44 toolsneeds a credential
  10. cogmemaiio.github.hifriendbot

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

    localstdiostreamable-http35 toolsneeds a credential
  11. gandr-mcpio.github.Gandr-AI

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

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

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

    localstdio9 toolsneeds a credential
  13. mcpai.primateintelligence

    Video scene understanding for AI agents via the Primate Vision API.

    bothstreamable-httpstdio10 toolsneeds a credential
  14. reputemapcom.reputemap

    Read and filter your Google Business Profile reviews, get stats, and send review requests.

    bothstreamable-httpstdio5 toolsneeds a credential
  15. agent-api-gatewayio.github.ZachDreamZ

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

    localstdio6 toolsneeds a credential
  16. mcpcom.run402

    x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.

    bothstreamable-httpstdio176 tools
  17. meddataio.github.anthesiallc

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

    localstdio7 toolsneeds a credential
  18. mcpdev.madtaco

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

    localstdio13 toolsneeds a credential
  19. mcpco.policyforge

    Generate, audit, and maintain legal policies that match what your code actually does.

    bothstreamable-httpstdio15 toolsneeds a credential
  20. mcpdev.tinify

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

    localstdio5 toolsneeds a credential
  21. klanexio.github.chrassy

    Reliable async execution for agent tool calls: schema gating, retries, idempotency, audit trail.

    bothstreamable-httpstdio6 toolsneeds a credential
  22. mcpai.chronary

    Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.

    bothstreamable-httpstdio47 toolsneeds a credential
  23. findme-mcpio.github.findmephoto

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

    localstdio12 toolsneeds a credential
  24. rendoc-mcp-serverio.github.yoryocoruxo-ai

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

    localstdio7 toolsneeds a credential
  25. mcpcom.random-profiles

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

    localstdio8 toolsneeds a credential
  26. mcpai.rolli

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

    localstdio30 toolsneeds a credential
  27. agentwalletio.github.hifriendbot

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

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

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

    localstdio6 toolsneeds a credential
  29. mcp-serverio.github.UnMarkdown

    The document publishing layer for AI tools. Convert markdown to 6 destinations, 62 templates.

    bothstreamable-httpstdio22 toolsneeds a credential
  30. mcp-serverio.github.TeleKashOracle

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

    localstdio28 toolsneeds a credential
  31. blogburst-mcp-serverio.github.shensi8312

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

    localstdio12 tools
  32. snaprenderio.github.User0856

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

    localstdio3 tools
  33. quantaroute-geocoderio.github.mapdevsaikat

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

    localstdio12 toolsneeds a credential
  34. ulinkio.github.FlywheelStudio

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

    localstdio21 toolsneeds a credential
  35. smaraio.github.parallelromb

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

    localstdio5 toolsneeds a credential
  36. tube-search-mcpio.github.Archivarix-com

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

    localstdio9 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.