Skip to main content
Glama
gybob
by gybob

search:discover

Search for and install new tools to expand your AI agent's capabilities. Discover and add tools that match your needs.

Instructions

Find and install new tools. Call this when: 1. The user explicitly asks to search for or install tools. 2. The user's request cannot be fulfilled by any currently available tool — proactively suggest and search for a suitable tool. Before searching, check listAllAaiApps first — the user may already have the app imported (possibly disabled).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations provided, so description carries burden. It mentions proactive suggestion and checking listAllAaiApps, implying behavior to avoid duplicates. However, lacks details on installation side effects, permissions, or conflict handling. Good but not 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 well-structured sentences with bullet-like conditions. No wasted words, front-loaded with purpose. Highly concise.

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?

Given zero parameters, no output schema, and moderate complexity, the description covers purpose, usage conditions, and references sibling tool listAllAaiApps. Provides sufficient context for an agent to use correctly.

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?

No parameters, schema coverage 100% (trivially). Baseline is 4 for 0 params. Description adds no parameter info, which 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 'Find and install new tools' as a specific verb+resource. It distinguishes from siblings like listAllAaiApps (listing imported apps) and mcp:import (importing specific apps).

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 lists two scenarios: user asking to search/install, and proactive suggestion when no tool available. Also provides a when-not: 'check listAllAaiApps first' to avoid unnecessary search. Excellent guidance.

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/gybob/aai-gateway'

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