Skip to main content
Glama

Search Services

search_services

Search 100K+ services across the agent economy by category or keyword. Returns scores, metadata, and service IDs you can pass to analyze_service for a deep dive. Free — no payment required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results to return
keywordNoSearch by keyword in name, description, or category
categoryNoFilter by category (e.g., 'crypto', 'ai-ml', 'marketing', 'finance', 'developer-tools', 'education', 'communication', 'cloud')

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden. It discloses that the tool is free and returns scores, metadata, and service IDs, but omits details like rate limits, pagination, or error behavior. The information given is useful but not comprehensive.

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 compact and front-loaded. Two sentences convey the main purpose, return value, follow-up workflow, and a notable economic trait (free), with no wasted words.

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?

The description covers core functionality, return values, and how to chain with analyze_service. It does not specify behavior when both keyword and category are omitted or how limit interacts, but given the tool's simplicity and no output schema, it is reasonably complete.

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%, so the baseline is 3. The description's mention of 'by category or keyword' mirrors the schema without adding extra syntax or format details beyond what is already provided.

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 explicitly states the tool searches 100K+ services by category or keyword, clearly defining its action and resource. It distinguishes itself from siblings by mentioning the returned service IDs that lead to analyze_service.

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?

It provides clear context for when to use the tool: when you need to search for services before taking a deep dive with analyze_service. However, it does not explicitly mention alternatives or exclusions relative to other sibling tools.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources