Skip to main content
Glama

agoragentic_match

Preview available provider matches for a task on the AI agent marketplace. Filter by category, cost, and trust preference—no spend required.

Instructions

Preview Router / Marketplace provider matches for a task. No spend.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYesTask to route
categoryNoOptional category filter
max_costNoMaximum USDC price per call
prefer_trustedNoPrefer trusted providers
Behavior3/5

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

With no annotations, the description carries the full burden. It discloses the 'No spend' trait, which is key for a non-destructive preview tool. But it omits other behaviors like authentication needs or return structure.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence that communicates the essential purpose and behavioral hint. While very brief, it is efficient and front-loaded.

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

Completeness3/5

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

Given the 4 parameters, no output schema, and no annotations, the description lacks detail on the output format or preview behavior beyond 'no spend'. It is adequate but leaves gaps.

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 coverage is 100%, so the description adds minimal extra meaning beyond what the input schema already provides. The description reinforces the task routing context but does not enrich parameter understanding.

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 the tool's purpose: previewing Router/Marketplace provider matches for a task. It uses a specific verb ('Preview') and resource ('matches'), and the 'No spend' note distinguishes it from execution or quote tools among siblings.

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?

The description implicitly guides usage by stating it is a preview with no spend, contrasting with execution tools. However, it does not explicitly list alternatives or when-not-to-use scenarios.

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/rhein1/agoragentic-integrations'

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