"Web Browser Named Chrome or Related Uses of Chrome" matching MCP connectors:
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Never let your agent repeat a bug or linger on a known issue. Search 385+ failure lessons to skip known errors instantly.
Give AI assistants secure access to your organization's structured business data. Search records, create and update records, retrieve schema information, and manage workflow states using natural language. You need two values for every request: x-api-key — your Web Data Forms API Key x-group-id — your Web Data Forms Group ID You can find these in your Web Data Forms accounts group->information page. Preferred method: request header When possible, pass the credentials as HTTP headers: x-api-key: <your-api-key> x-group-id: <your-group-id> This is the preferred option because it keeps credentials out of the URL and is more secure. Fallback method: query parameters If your MCP client does not support custom headers, the server also accepts the credentials as URL query parameters. Example: https://mcp.webdataforms.com?x-api-key=abc123&x-group-id=xyz456 Detailed information here: https://github.com/Web-Data-Forms/mcp-server-docs/blob/main/README.md
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.
Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.
Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.
Give your agent web search and authoritative datasets: S&P Global, FRED, OECD, SimilarWeb & more.
**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai
Raza Rizwan's record: ask how much of your workflow AI can automate; governed, cited answers.
Citation-health over a CC0 citation graph: what supports, refutes, or cites a paper. Read-only.
A portable knowledge-graph memory you pass in and get back. No database. 4 of 6 free.
Read-only Wheel of Heaven corpus: myth search, primary texts, datasets, typed graph. CC0.
Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.
Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)
Monetized graph answers via named Cypher queries — Tollbooth DPYC operator
Save and organize web finds in persistent, user-controlled collections for AI assistants.
Check claims against a fact-store: consistent, contradicts, or unverifiable — with a receipt.
Describe what's going wrong with your AI; get the named technique both of you can read. No auth.
Norwegian open-source community wiki (2,290 articles, 2008-2022) as a signed KCP knowledge web.
Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.
Thor Henning Hetland's signed knowledge web: plan, load and verify ed25519-signed KCP units.