Skip to main content
Glama

Search the vault

search
Read-only

Search vault notes with layer-aware ranking, prioritizing capsule and Recall Map hits for efficient retrieval. Read-only; use recall when the project is known.

Instructions

Layer-aware text search across the vault. Capsule and Recall Map hits rank first so the cheapest sufficient note surfaces on top. Read-only; prefer recall when you already know which project you need.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax hits, default 20
queryYesText to look for
Install Server

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, and the description adds 'Read-only' which is consistent. It further discloses ranking behavior (Capsule and Recall Map hits rank first) and the 'cheapest sufficient note' prioritization, providing valuable behavioral context beyond the annotations.

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 two sentences, front-loaded with the core purpose, and every sentence contributes meaningful information (what it does, ranking behavior, read-only, and when to use alternative). No wasted words.

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?

The tool is simple (2 params, both documented), annotations cover the read-only aspect, and the description explains the ranking behavior and sibling differentiation. It is complete enough for an agent to invoke correctly without needing more details.

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?

Schema description coverage is 100% since both `query` and `limit` have descriptions. The description adds no additional parameter semantics beyond what the schema provides, so the baseline of 3 is appropriate.

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 states it is a 'layer-aware text search across the vault', using a specific verb and resource. It also distinguishes itself from the sibling tool `recall` by noting that `recall` is preferable when you know which project you need, making the tool's unique purpose clear.

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?

Explicitly guides the agent to prefer `recall` when the project is already known, providing a clear when-to-use alternative. This gives actionable context for selecting between tools.

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

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/sunsatosolutions/Vulcanus'

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