Connector Weather
Today's forecast for the MCP connectors we test. Clear means every hands-on task passed. Cloudy means it works with caveats or extra setup. Stormy means it failed.
Automated handshakes: 1179 of 1278 public remote endpoints answered on the last check (last run Oct 16, 2026, 12:08 PM CT).
| Connector | Weather | Hands-on result | Daily handshake | Last hands-on test |
|---|---|---|---|---|
| grep.app | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 4:46 PM CT |
| Nuxt UI | Cloudy | Partial 7 of 8 tasks | runs on next check | Oct 16, 2026, 4:46 PM CT |
| Langfuse Docs | Cloudy | Partial 6 of 7 tasks | runs on next check | Oct 16, 2026, 4:46 PM CT |
| CoinGecko | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:46 PM CT |
| Retool Docs | Clear | Works 7 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| GitMCP for Next.js | Cloudy | Partial 6 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| OpenZeppelin Solidity Contracts | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Kiwi.com Flights | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Cohere Docs | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| LiveKit Docs | Cloudy | Partial 6 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Astro Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Svelte | Cloudy | Partial 6 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Jina AI | Cloudy | Partial 4 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| CrewAI Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Trigger.dev Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Windsurf Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Turso Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Perplexity Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Resend Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Firecrawl Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| LangChain Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Pinecone Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Model Context Protocol Docs | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| OpenAI Docs | Clear | Works 7 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| AWS Knowledge | Cloudy | Partial 6 of 7 tasks | runs on next check | Oct 16, 2026, 4:45 PM CT |
| Exa | Cloudy | Partial 4 of 6 tasks | Works Oct 16, 2026, 12:06 PM CT | Oct 16, 2026, 3:43 PM CT |
| Hugging Face | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 3:43 PM CT |
| DeepWiki | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 3:43 PM CT |
| Context7 | Clear | Works 6 of 6 tasks | runs on next check | Oct 16, 2026, 3:43 PM CT |
| Microsoft Learn | Cloudy | Partial 5 of 6 tasks | runs on next check | Oct 16, 2026, 3:43 PM CT |
| GitMCP (generic docs endpoint) | Cloudy | Partial 3 of 6 tasks | runs on next check | Oct 16, 2026, 3:43 PM CT |
| Cloudflare Docs | Clear | Works 6 of 6 tasks | Works Oct 16, 2026, 12:07 PM CT | Oct 16, 2026, 2:43 PM CT |
| GitHub | Cloudy | Partial 6 of 8 tasks | Needs sign-in Oct 16, 2026, 12:07 PM CT | Oct 16, 2026, 1:35 PM CT |
| Slack | Clear | Works 7 of 7 tasks | Needs sign-in Oct 16, 2026, 12:07 PM CT | Oct 16, 2026, 1:27 PM CT |
| Notion | Clear | Works 6 of 6 tasks | Needs sign-in Oct 16, 2026, 12:07 PM CT | Oct 16, 2026, 1:19 PM CT |
What changed this week | Compare connectors