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tuanle96

Odoo MCP Server

search_knowledge

Read-onlyIdempotent

Search indexed Odoo records with BM25 ranking to retrieve relevant knowledge based on a query and model.

Instructions

Relevance-ranked local BM25 search over previously indexed records

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
modelYes
limitNo
instanceNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true. The description adds useful context: 'local' and 'over previously indexed records', clarifying scope and prerequisites without contradicting annotations.

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

Conciseness3/5

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

The single sentence is concise and front-loaded with key purpose, but it omits parameter information and usage details, reducing its overall utility.

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

Completeness2/5

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

Despite having an output schema, the description fails to cover parameter semantics, usage context, or behavioral nuances beyond what annotations provide, making it insufficient for a tool with four parameters.

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

Parameters1/5

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

With 0% schema description coverage, the description does not explain any of the four parameters ('query', 'model', 'limit', 'instance'), leaving the agent without necessary semantics beyond the schema's basic type constraints.

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?

The description clearly states the verb ('search'), the resource ('previously indexed records'), and the method ('relevance-ranked local BM25'), making the tool's purpose specific and distinguishable from siblings like 'search_records' or 'search_across_instances'.

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

Usage Guidelines2/5

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

The description lacks any guidance on when to use this tool versus alternatives such as 'search_records' or 'search_across_instances'. No explicit context or exclusions are provided.

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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