Skip to main content
Glama

similar

Find semantically similar items by providing a known item ID. Use for discovering related notes or deduplicating tasks.

Instructions

Read-only. Find items semantically similar to a KNOWN item, given its id (not a text query — for text search use find). Useful for "show me related notes to this one" or dedupe. Requires an embedder-backed adapter (e.g. TickTick); returns a clear error on adapters without embeddings. Returns an array of items ranked by similarity.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskIdYesId of the reference item to find neighbours for (from `find` results).
limitNoMaximum number of similar items to return. Default 5, hard cap 50.
Behavior5/5

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

No annotations provided, so description carries full burden. It declares read-only, requires an embedder-backed adapter, describes error behavior, and specifies return format. Fully transparent.

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?

Three sentences, front-loaded with purpose and read-only hint. Every sentence adds value: purpose, usage constraints, required adapter, error handling, return type. No waste.

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

Completeness5/5

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

For a tool with no output schema, it clearly states inputs, behavior, requirements, error cases, and output (array of items ranked by similarity). Complete and self-contained.

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

Parameters5/5

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

Schema coverage is 100% with descriptions for both parameters. Description adds critical context: 'from find results' for taskId, and default value and hard cap for limit. Adds value beyond schema.

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?

Description clearly states 'Find items semantically similar to a KNOWN item' using verb+resource. It distinguishes from the sibling tool 'find' by explicitly stating 'not a text query — for text search use find'.

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

Usage Guidelines5/5

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

Provides explicit use cases ('show me related notes', 'dedupe') and explicitly states when not to use it (for text queries) with a named alternative ('find').

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/renezander030/agentic-task-system'

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