bots.st/personalknowhow
PersonalKnowHow
Query a person’s learning/work skills graph
2930 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 4
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://personalknowhow-demo.kxtwrdzt6g.workers.dev/mcp
What it can do
| Tool | What it says it does |
|---|---|
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')… |
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… |
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… |
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… |
In its maker's words
Live public demo: query one person's learning and work history as a knowledge graph via MCP.
- Website
- personalknowhow.com
- Source
- github.com/Georgi-Petkov/personalknowhow
- Publisher
- Georgi-Petkov
- Listed from
- the official MCP Registry as
io.github.Georgi-Petkov/personalknowhow - Version
- 1.0.0, updated 7 Sep 2026
- Kinds of work
- AI models and agent tools, Search and research, Productivity
The domain it lives on
- personalknowhow.com
- registered 3 Aug 2026 (3 months ago), at Cloudflare, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2930 ms | |
| Answered | 2824 ms | |
| Answered | 620 ms |
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