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Give AI agents persistent context in n8n. Turn docs, code repositories, PDFs, specs, and other MCP servers into a live Model Context Protocol endpoint your workflows and agents read before they act, without writing code.
Answer a natural language question from the indexed sources
Return a type or schema definition
Look up a specific API or method
Return release notes or version history
Return code snippets for a topic
Return getting-started instructions
Ask a question against one specific source URL
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 15 | 2026-07-28+ | v2 |
Full-text and semantic search across every source
Search issues and error reports
Summarize a source URL