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PersonalKnowHow

io.github.Georgi-Petkov/personalknowhow · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

Live public demo: query one person's learning and work history as a knowledge graph via MCP.

Connect

claude mcp add --transport http personalknowhow https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp

{
  "mcpServers": {
    "personalknowhow": {
      "url": "https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp"
    }
  }
}

Tools as reported by the server

• query_knowhow
  Search this person's real, grounded skills/experience graph for a topic using semantic search. Returns only entries with real evidence -- never guesses. Every entry here represents something actually done or completed (project, certification, position, course, or education) -- this public dataset ne
• list_by_type
  Returns the COMPLETE, exact set of entries for one type, with no similarity ranking, no relevance cutoff, and no cap on count. Use this instead of query_knowhow whenever the question requires an exhaustive or countable answer ('list all my certifications', 'how many courses have I completed'). Deter
• related_entries
  Given an entry id (from a prior query_knowhow or list_by_type result), returns other entries that share at least one tag or the same content provider -- the only two relationships this corpus currently tracks (there is no 'led to' or 'used in' relationship here, only shared tag/provider). This is NO
• skill_evidence
  Given an exact tag/skill (e.g. 'docker', 'gcp'), returns EVERY entry with that tag, uncapped, grouped by type with a real count per type. Unlike related_entries (capped at 15, requires a starting entry id) or query_knowhow (semantic, ranked, may over- or under-include), this is an EXACT tag match ag

Repository · Website · JSON · Text for agents · Registry updated 2026-09-07