OpenClaw Notes and Docs MCP Guide
Knowledge systems fail when structure is inconsistent. This guide helps you design notes and docs MCP workflows that stay searchable and useful over time.
Content updated: February 8, 2026.
Primary outcomes
- Capture meeting notes and decisions without manual formatting overhead.
- Store research clips with source links and summary quality control.
- Retrieve accurate context during planning, writing, and task execution.
Knowledge architecture
Collection zones
- Inbox: raw captures from chats and channels.
- Projects: active working context with clear owners.
- Reference: evergreen material indexed by topic.
Metadata schema
- Minimum fields: source, date, confidence, tags, related project.
- Add retention status: active, archive candidate, obsolete.
Capture workflow checklist
- Normalize title format so retrieval remains predictable.
- Force source attribution for every imported note.
- Split opinion vs fact in generated summaries.
- Attach linked tasks when action is required.
Quality gate
Do not publish generated summaries to long-term reference space until they pass a source check.
Prompt patterns
- Meeting notes: "Convert this transcript into decisions, risks, and next actions with owners."
- Research clipping: "Store this article summary with source URL, confidence, and related project tags."
- Knowledge retrieval: "Find prior notes on this topic and show only high-confidence references."
Failure modes and prevention
- Duplicate pages: enforce unique IDs based on source + date + slug.
- Tag explosion: limit tags and maintain a controlled vocabulary.
- Stale references: run monthly archive and update passes.
- Hallucinated summaries: include quote snippets from source text where possible.
Measurement framework
- Retrieval precision rate from top 5 results.
- Time-to-find key context before meetings.
- Percentage of notes linked to actionable tasks.
- Archive ratio for obsolete knowledge assets.