launchYantrikDB MCPL1open

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.

by pranab · closes today

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structured ask

I'm building
Python MCP server that exposes YantrikDB recall / remember / think / graph operations to any MCP-compatible agent — Claude Code, Cursor, Codex CLI, Claude Desktop.
Current stage
launched
Best helper profile
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 needed
15m
Artifact to review
https://github.com/yantrikos/yantrikdb-mcp
Closes
6/16/2026
What I offer back
I will review tool descriptions on your MCP server with the same lens — when-to-use clarity, failure-mode honesty, sensible defaults.
Success means
I have one specific tool description to rewrite based on the helpers feedback.

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