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erpipe-org

Odoo MCP Server

by erpipe-org
OverviewSchemaSourceRelated ServersScoreDiscussionsAdmin
Python
Remote

search_knowledge

Read-onlyIdempotent

Search previously indexed Odoo records with relevance-ranked BM25 algorithm to locate specific information by query and model.

Instructions

Relevance-ranked local BM25 search over previously indexed records

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
modelYes
queryYes
instanceNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
toolNoReporting tool name.
errorNoSanitized error message when success is false.
modelNo
queryNo
resultsNoBM25-ranked snippets from the local index.
successYesFalse when the call failed; see error.
instanceNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed11 schema fields changedv1.3.1
    • addedOutput schema / additionalProperties
      Added value: +true
    • addedOutput schema / properties / error
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Sanitized error message when success is false.",
+  "title": "Error"
+}
    • addedOutput schema / properties / instance
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Instance"
+}
    • addedOutput schema / properties / model
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Model"
+}
    • addedOutput schema / properties / query
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "title": "Query"
+}
    • removedOutput schema / properties / result
      Removed value: -{
-  "additionalProperties": true,
-  "title": "Result",
-  "type": "object"
-}
    • addedOutput schema / properties / results
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "additionalProperties": true,
+        "type": "object"
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "BM25-ranked snippets from the local index.",
+  "title": "Results"
+}
    • addedOutput schema / properties / success
      Added value: +{
+  "description": "False when the call failed; see error.",
+  "title": "Success",
+  "type": "boolean"
+}
    • addedOutput schema / properties / tool
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ],
+  "default": null,
+  "description": "Reporting tool name.",
+  "title": "Tool"
+}
    • changedOutput schema / required
      Previous value: -[
-  "result"
-]New value: +[
+  "success"
+]
    • changedOutput schema / title
      Previous value: -"search_knowledgeOutput"New value: +"SearchKnowledgeResponse"
  2. Addedv1.0.0

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already mark the tool as read-only, idempotent, and non-destructive. The description adds algorithmic detail (BM25, local) without contradicting annotations, but does not elaborate on side effects or 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?

The description is a single, focused sentence with no redundancy or unnecessary details.

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?

While an output schema exists (so return values need not be explained), the description lacks parameter semantics and usage guidance, making it incomplete for effective invocation.

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?

The schema includes four parameters (query, model, limit, instance), but the description provides no explanation for any of them. This is a significant gap, and no compensation is made.

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

Purpose4/5

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

Description clearly states it performs a search over indexed records with BM25 relevance ranking. The term 'local' distinguishes it from cross-instance search tools, though it could be more explicit about the scope.

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?

No guidance is given on when to use this tool versus alternative search tools like search_records or search_across_instances. The 'local' hint is implicit but not elaborated.

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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