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MidOSresearch

MidOS Research Protocol MCP

episodic_search

Retrieve past experiences similar to a given query using vector similarity search. Find relevant episodes to inform current tasks.

Instructions

Search episodic memory for similar past experiences using vector similarity.

Args: query: Search query describing the experience/task limit: Maximum results (default: 5)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It mentions vector similarity but omits behavioral details such as being read-only, permissions needed, or potential side effects. The description does not disclose whether this operation is safe or destructive.

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 extremely concise with two sentences for the main purpose and a brief args section. Every sentence adds value, and the purpose is front-loaded.

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

Completeness3/5

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

Given the tool is a simple search with an output schema, the description is minimally adequate but lacks usage guidelines and behavioral transparency. It does not explain when to prefer this over sibling tools or how the system behaves, leaving gaps for an agent.

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?

With 0% schema description coverage, the description compensates by briefly explaining the 'query' parameter as the search query and 'limit' as max results with default 5. This adds basic meaning beyond the schema, but lacks details like query format or constraints.

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?

The description clearly states it searches episodic memory for similar past experiences using vector similarity. The tool name and description together specify the resource (episodic memory) and the action (search), but it does not explicitly differentiate from sibling tools like semantic_search or search_knowledge.

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?

There is no guidance on when to use this tool versus alternatives or when not to use it. The description only states what it does without any context on prerequisites or exclusions.

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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