Skip to main content
Glama
liyexiaoyi

mnemosis-mcp

by liyexiaoyi

analogy_bridge

Find cross-topic memory pairs that share structural similarities. Use these analogies to transfer knowledge and gain new insights.

Instructions

Find cross-topic memory pairs with shared structure for analogical transfer (structure-mapping; Gentner, 1983; Holyoak & Thagard, 1995).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
min_structureNo
Behavior2/5

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

With no annotations, the description carries full responsibility for behavioral disclosure. It does not mention whether the operation is read-only, what it returns, side effects, or any constraints. The citation of theoretical frameworks adds context about the algorithm but not behavior.

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

Conciseness4/5

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

The description is a single concise sentence, front-loaded with the core function. The citations add minor extraneous information but do not significantly bloat the text.

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?

Given the absence of an output schema and annotations, the description is insufficient. It omits parameter meanings, return format, and any behavioral context, leaving the agent to make guesses about how to invoke the tool correctly.

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% and the description does not mention 'limit' or 'min_structure' at all. The agent has no way to infer what these parameters do, and the description does not compensate for the schema's lack of descriptions.

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 identifies the tool's function: finding cross-topic memory pairs with shared structure for analogical transfer. The verb 'Find' is specific, and the resource 'cross-topic memory pairs' is unique among siblings, distinguishing it from search/recall tools.

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

Usage Guidelines3/5

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

Usage context is implied through 'for analogical transfer,' indicating when this tool is appropriate. However, there is no explicit guidance on when to use this vs. alternatives like recall or search, and no exclusions are stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/liyexiaoyi/Mnemosis'

If you have feedback or need assistance with the MCP directory API, please join our Discord server