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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": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
plan_researchB

Turn a research scope into a source-target plan with kill criteria: primary-source targets, corroborating targets, and when to abandon the topic for lack of sources.

fetch_and_scoreA

Crawl one source URL and return an explainable 0-100 quality score: primary-source detection, publication freshness, paywall and conflict-of-interest flags. Scores are registered for use in build_report/check_report.

build_reportA

Assemble a report shell from already-scored sources: claims section stubs, numbered citation registry, scoring appendix. Returns the markdown and saves it under data/reports/.

check_reportA

Verify every substantive claim in a report cites at least one scored source. Orphan claims are returned as an error list — never a pass. Accepts a report id (as built) or a markdown file path.

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 4 tools

Disambiguation5/5

Each tool occupies a distinct stage of a linear research pipeline: plan_research (planning), fetch_and_score (acquisition), build_report (assembly), and check_report (verification). There is no overlap in purpose, so an agent can select unambiguously.

Naming Consistency4/5

All names use snake_case with a verb-led pattern (plan_research, build_report, check_report), which is predictable and readable. fetch_and_score is the one deviation, using a compound verb_and_verb form rather than verb_noun, but it remains clear.

Tool Count4/5

Four tools is well-scoped for a focused research workflow, with each tool earning its place as a pipeline stage. It is slightly lean, as there is no dedicated source-discovery step, but nothing is redundant.

Completeness4/5

The surface covers the full lifecycle: plan, fetch+score, build, and verify, including a citation registry and orphan-claim checking. The main gap is source discovery/search, leaving the agent to supply URLs itself, but core workflows have no dead ends.

Maintenance

ActivityMaintained
ResponsivenessNo issues