"A Python server using FastAPI to expose public web API endpoints to an agent" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Swiss commercial-register intelligence: Zefix/SHAB companies and publications with AI lead scoring.
Agent intake desk for property renovation. Read only, CORS open, fail closed, receipts recompute.
Quoting, pricing, production and part data for contract manufacturers (3D printing, CNC).
Code mode (preview): the AI writes a script against a typed foundry.* API and runs it in a sandbox.
Track how your brand appears in AI answers: rank, mentions, sentiment, share of voice.
AETumi MCP - Three.js/WebGL 3D web scenes, components & templates you own the source of.
Cello MCP server to launch and manage your User Referral and Partner program — for developers and growth teams.
Riddle.com is a no-code platform for quizzes, surveys, personality tests, prediction games, interactive graphics, and leaderboards. Use the MCP to create, edit and analyze content.
AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.
Connect any AI to your Foundry VTT world: actors, combat, dice, journals, tokens, compendiums.
Spain's contributions to world science, exploration and culture, rigorously sourced
Run field service from Claude, ChatGPT or Copilot: dispatch, billing, customer messages, photos, and change the software itself, with a confirm step before every change. This address is the India region; US East, Canada, Norway and NZ addresses are at fieldproxy.ai/mcp.
Testing, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence
The Laws of the Game and world football's major competitions, every claim cited to primary sources
Connect your espresso routine to your AI assistant. This MCP server allows LLMs to act as a personal coffee coach by accessing your shot logs, grinder settings, and active bean inventory. Use it to automatically calculate extraction adjustments, track remaining coffee supply, and lock in winning recipes directly from your chat session.
Twitter/X, Instagram, Reddit & TikTok data for AI agents. Billions of posts. No API keys.
Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
3DLogo.io, a browser 3D logo maker: 3D logos, 3D coins, 3D models from photos or prompts, embeds.
An AI concierge that turns static forms into adaptive AI conversations. From any MCP client.
