improve: enhance tool descriptions for better LLM agent tool selection#157
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spidershield-contrib wants to merge 1 commit into
Open
improve: enhance tool descriptions for better LLM agent tool selection#157spidershield-contrib wants to merge 1 commit into
spidershield-contrib wants to merge 1 commit into
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Rewrite all 9 MCP tool descriptions using an action-verb-first format designed for LLM agent planning. Each description now includes: - What the tool does (action verb lead) - When to use it (concrete scenarios) - When NOT to use it (disambiguation with sibling tools) - Key parameters with examples - Error conditions This helps LLM agents select the correct tool on the first attempt, reducing tool selection errors in multi-step database workflows.
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What
Rewrote all 9 MCP tool descriptions using an action-verb-first format designed for LLM agent planning.
Why
MCP tool descriptions serve as planning hints — LLMs use them to select which tool to call and in what order. The current single-sentence descriptions (e.g., "List all schemas in the database") don't provide enough context for LLMs to distinguish between similar tools, leading to tool selection errors in multi-step database workflows.
Format applied
Each description now includes:
Example: list_objects (before → after)
Before:
After:
Scope
src/postgres_mcp/server.py)py_compile)🤖 Descriptions improved with spidershield — open-source MCP security & quality scanner.