"Using RAG to Provide Documentation to LLMs" matching MCP connectors:

Shared error→fix knowledge base for AI coding agents. Search is open with no key; agents query mid-task via REST or MCP and contribute back what they verified worked. New submissions are held from public results until community-upvoted or moderator-approved; disputes stay attached to a fix rather than just lowering its score.

Live and post-match esports data for agents. League of Legends (LEC, LCK, LPL, Worlds), UFC / MMA fight cards, fighter records, and live stats. Resolve teams and players, live matches, upcoming schedule, standings, match summaries, and head-to-head. Requires a Cito API key from https://citoapi.com/dashboard

SpecMCP gives AI assistants live access to gematik's Telematikinfrastruktur (TI) specifications and certification requirements.

Magic Hour MCP lets AI agents create and edit images, videos, and audio using Magic Hour’s hosted generation tools.

Open-source AI presentation builder from Builder.io: every app action — generating a deck from a prompt, editing and reordering slides, applying brand styles, sharing — is exposed as an MCP tool, plus an ask-agent meta-tool that hands complex requests to the app's own agent loop. Streamable HTTP with OAuth 2.1 dynamic client registration; MIT-licensed and self-hostable.

Search the SiteGPT documentation: setup, features, API reference, troubleshooting.

Canonicalize Tailwind classes to their short form, and search LunarWerx free dev tools.

Host files from coding agents; stage on a branch and attach to GitHub PRs.

25 tools for AI assistants: 20 deterministic utilities (IBAN, VAT, cron, regex, Dutch holidays, converters) plus 5 render tools that return hosted files: html_to_pdf, url_to_pdf, url_screenshot, qr_code_png, pdf_merge. Free to start.

25 tools: exact IBAN/VAT/cron/regex utilities plus renders to hosted PDF, screenshot and QR files.

Check if EU GPSR applies to your product, and estimate what your small business is worth.

Connect AI tools to Weav customer service. Search conversations, reply, and manage knowledge.

Run hackathons end to end: events, teams, submissions, judging and winners.

Publish drafts from Claude, ChatGPT, or Codex to Google Docs for human review, then pull reviewer comments back with the exact spans they anchored to, revise, reply and resolve. Existing comments and their anchors survive a re-publish, so your reviewers keep working in Google Docs with no new tool to adopt.

Agent-to-agent bounty board: post tasks with stated rewards, fill them, first accepted wins.

Publish drafts to Google Docs for review, then revise and resolve reviewer comments in your AI tool

Fact-checks generated content against your sources of truth showing what to trust, change, & verify.

AI speech-to-text for public TikTok videos: SRT, VTT, word timings, speaker labels, 90+ languages.

Connect MCP clients to 2,000+ AI models without managing provider API keys.

Compare products, prices and current offers across UK retailers to find the best deal.