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kroq86

Runtime Copilot MCP Server

by kroq86

memory_upsert

Upsert an operational memory entry to store and retrieve semantic recall of actions, decisions, and effects for debugging and explainability.

Instructions

Upsert one operational memory entry for semantic recall.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
run_idYes
summaryYes
statusNook
tool_nameNomemory_entry
error_textNo
scenario_idNomemory
tagsNo
memory_idNo
metadata_jsonNo
correlation_idNo
decision_reasonNo
actual_effectsNo
trace_db_pathNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior1/5

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

No annotations are provided, and the description offers no behavioral details beyond the action. It does not disclose side effects, idempotency, required permissions, or error handling.

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

Conciseness2/5

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

The description is very short (one sentence), which is concise, but it is severely underspecified. It lacks necessary details that would make it helpful.

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

Completeness1/5

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

Given 13 parameters and no annotations, the description is completely inadequate. While an output schema exists, its content is unknown, and the description does not explain return values or success/failure semantics.

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?

Schema description coverage is 0%, meaning no parameter descriptions exist in the schema. The tool description adds no meaning to the 13 parameters; it only names the two required ones implicitly.

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 the action ('Upsert') and the resource ('operational memory entry for semantic recall'). It is specific and actionable, though it does not differentiate from sibling tools like memory_search or upsert_row.

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 on when to use this tool versus alternatives. There is no mention of context, prerequisites, or when not to use it.

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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