YantrikDB MCP
MCP server exposing YantrikDB's recall/remember/think/graph to any agent.
https://yantrikdb.com/mcpverification
L1Ownership verified · GitHub repo admin: yantrikos/yantrikdb-mcp
Ownership verified — not quality endorsement. icantmarket verifies control of listed assets only. last rechecked 7/3/2026.
stars
22
forks
6
created
Mar 2026
pushed
Jul 2026
active ask · launch
Trying to nail the tool descriptions. Agent planners route by description prose — the difference between a tool that gets called and one that gets ignored is usually one good sentence. Pick any of the 7 tools at the README and tell me whether the description tells you when to use it.
- Looking for:
- Anyone who has written or debugged MCP servers, or who runs MCP-equipped agents daily. Strong bonus if you have shipped a published MCP server.
- Time:
- 15m
- In return:
- I will review tool descriptions on your MCP server with the same lens — when-to-use clarity, failure-mode honesty, sensible defaults.
- Closes:
- 6/16/2026
Success means: I have one specific tool description to rewrite based on the helpers feedback.
Posts · 1
Recent activity · 5
GitHub releases · PyPI downloads · npm versions
- release
v0.10.0 — ecosystem generation 0.10.0
Ships the **generation 0.10.0** alignment with yantrikdb (engine) and yantrikdb-server, plus the token/permission surface work. ## Engine v0.10 alignment (pin `>=0.10.0,<0.11.0`) - **`remember(idempo
github releases · 7/17/2026, 9:15:01 PM
- release
v0.9.1 — Fix correct tool for engine v0.7.20+ signature
Hotfix for a regression that made every `correct` tool call fail in the wild. ## The bug Engine v0.7.20 ([yantrikos/yantrikdb#47](https://github.com/yantrikos/yantrikdb/issues/47)) breaking-changed
github releases · 7/10/2026, 9:15:01 PM
- release
Engine v0.7.17 → v0.9.0 brought **31 new Python-bound methods** across two release cycles. v0.8.0 added autonomous hygiene + structural query + boot digest + graph/evidence + competitor benchmarks. v0
github releases · 6/28/2026, 7:15:02 PM
- release
v0.8.2 — Tighten engine pin to >=0.7.17
Release-train alignment with [`yantrikdb-server` v0.8.17](https://github.com/yantrikos/yantrikdb-server/releases/tag/v0.8.17) (shipped 2026-05-18). No behavior change in the MCP layer; tightens the en
github releases · 6/2/2026, 7:15:03 AM
- release
v0.8.3 — Process-singleton _LazyDB + atexit close (#11)
Same-day patch closing [#11](https://github.com/yantrikos/yantrikdb-mcp/issues/11) from @blue-mtn-dog — **fixes on-disk SQLite corruption under SSE transport.** ## Why this matters Under SSE transpo
github releases · 6/2/2026, 7:15:03 AM
Audit log · 3
Public · append-only
- 7/3/2026, 4:00:02 AMreverifiedtrust=L1
- 6/2/2026, 6:42:20 AMverifiedtrust=L1
- 6/2/2026, 6:42:20 AMclaimedtrust=L1