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melvenac

Open Brain Knowledge MCP Server

by melvenac

kb_summarize

Retrieve unsummarized session chunks, read them, and write a concise summary covering key decisions, errors, files, and outcomes. Then save the summary.

Instructions

Returns session chunks for the calling agent to summarize. The agent should read the chunks, write a concise summary (3-8 sentences covering what was worked on, key decisions, errors resolved, files changed, and outcome), then call kb_store_summary to save it. No API key needed — YOU are the summarizer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
lastNoReturn the last N un-summarized sessions (default: 5)
session_idNoSummarize a specific session
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description bears full burden. It correctly identifies the operation as retrieving session chunks but does not disclose that it is read-only or any error conditions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two succinct sentences: first describes the tool's action, second provides usage instructions. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description mentions that it returns session chunks and specifies un-summarized sessions. Could be improved by describing the chunk format, but is mostly adequate for an agent that knows the KB domain.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% for both parameters. The tool description adds no extra semantics beyond the schema; it only echoes the schema's parameter descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clear verb+resource: returns session chunks for summarization. Differentiates from sibling kb_store_summary by instructing to use that after summarizing.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly states when to use (to get session chunks for summarization) and gives step-by-step instructions. Lacks explicit when-not-to-use or alternatives, but is sufficient for the intended purpose.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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