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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
find_agentA

Find the best AI agents for a given task. Searches 2,000+ agents across A2A and MCP ecosystems. Supports quality constraints: min uptime, max latency, min score, auth requirement, payment support.

check_agent_statusA

Check real-time status of an agent. Returns latest probe result: alive/dead, HTTP status, response time, TLS validity.

get_agent_scoreC

Get full quality score breakdown: availability (0-30), conformance (0-30), performance (0-40), uptime, latency, trend, rank.

report_outcomeB

Report routing outcome after using an agent. Helps improve future recommendations. Call after routing to an agent.

get_ecosystem_statsB

Ecosystem overview: total agents, online count, average scores, top categories, average latency.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.7/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no overlap: status checking, agent discovery, score retrieval, ecosystem statistics, and outcome reporting. The descriptions make it easy to differentiate between monitoring, search, analytics, and feedback functions.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern (check_agent_status, find_agent, get_agent_score, get_ecosystem_stats, report_outcome) with clear, descriptive names. The naming convention is uniform throughout the set.

Tool Count5/5

With 5 tools, this server is well-scoped for agent discovery and monitoring. Each tool earns its place by covering distinct aspects of the domain: discovery, evaluation, monitoring, ecosystem overview, and feedback.

Completeness4/5

The toolset provides strong coverage for agent discovery and quality assessment, including search, scoring, status checks, and ecosystem stats. A minor gap exists in direct agent interaction or management tools (e.g., invoking agents or configuring them), but the core workflow is well-supported.

Maintenance

ActivityInactive
ResponsivenessUnresponsive