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Agent Stack Directory

Search agent infrastructure tools

search_tools
Read-onlyIdempotent

Search Agent Stack Directory for AI agent infrastructure tools by keyword, with optional category and open-source filters. Omit query to list every tool in a category.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results, default 10
queryNoKeywords, e.g. 'headless browser', 'vector memory', 'email inbox for agents'
categoryNoCategory key or name from list_categories, e.g. 'browsers' or 'Sandboxes'
open_sourceNotrue for open-source tools only, false to exclude them

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered. The description adds the omit-query browsing behavior, but says nothing about result ordering, relevance ranking, or how limit interacts with paging.

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?

Two sentences with no filler, and the primary action is front-loaded before the optional-filter and browse-mode details. Every clause carries usable information.

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

Completeness4/5

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

For a four-optional-parameter, read-only search tool with no output schema, the description covers what it searches, the filter axes, and the no-query mode. It stops short of describing result shape or ordering, but that is a minor omission given the low complexity and full annotation coverage.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3. The description adds meaning beyond the schema by explaining the interaction between query and category (omitting query makes category an exhaustive listing rather than a filter), and by characterizing category/open_source as optional filters.

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?

States a specific verb (Search) and resource (Agent Stack Directory of AI agent infrastructure tools), plus the filter dimensions. It is clearly distinguishable from siblings like get_tool (single retrieval), compare, and list_categories without opening any schema.

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

Usage Guidelines4/5

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

Gives explicit operational guidance: 'Omit query to list every tool in a category,' which covers a browse-mode use case an agent would otherwise have to guess. It does not, however, name when to prefer get_tool or compare over search, so no exclusions or alternatives are stated.

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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