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melvenac

Open Brain Knowledge MCP Server

by melvenac

kb_index

Index a specific session database file into a persistent knowledge base, with incremental updates that process only new events.

Instructions

Index a specific session .db file into the persistent knowledge base. Supports incremental updates — if the session was already indexed but has new events, only the new data is processed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
db_fileYesAbsolute path to a session .db file
Behavior4/5

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

Discloses incremental update behavior, which is key. No annotations exist, so description carries full burden. Lacks details on permissions or data integrity, but sufficient for the tool's scope.

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 concise sentences, front-loaded with key purpose. No wasted words.

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

Completeness5/5

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

For a simple one-param tool with no output schema, description covers purpose and key behavioral trait (incremental updates). Adequately complete.

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 coverage 100% with parameter description. Description adds no extra semantic value beyond schema.

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?

Description clearly states verb 'Index', resource 'session .db file', and target 'persistent knowledge base'. Distinguishes from sibling tools like kb_forget, kb_list, etc.

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?

Implies use when needing to add session data to knowledge base, but no explicit when-not or alternative comparisons. Context is clear.

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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