# PersonalKnowHow

- Registry name: `io.github.Georgi-Petkov/personalknowhow` · version 1.0.0
- Categories (automatic, keyword rules): Education, Research & knowledge, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.Georgi-Petkov%2Fpersonalknowhow
- Server page: https://mcpstation.net/s/io.github.Georgi-Petkov--personalknowhow.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp`

## Tools (as reported by the server, not verified)

- `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

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html