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Glama
sbanthia92

Second Read

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
TAVILY_API_KEYNoWeb search key.
SECONDREAD_FAKENoSet to 1 for demo mode: no keys, no model calls.
ANTHROPIC_API_KEYNoAnthropic model key.
SECONDREAD_ENV_FILENoPath to a .env file to load; otherwise the server reads .env from its working directory.
SECONDREAD_MAX_WORDSNoDocument size cap (default 20000).20000
SECONDREAD_MODEL_MIDNoOverride the model used for the mid tier.
SECONDREAD_MODEL_CHEAPNoOverride the model used for the cheap tier.
SECONDREAD_MODEL_STRONGNoOverride the model used for the strong tier.

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
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
review_documentA

Review a document draft with a desk of specialist agents: a fact-checker that cites sources, a devil's advocate that builds the strongest counter-case, a structure reviewer, a copy editor and an originality check. Returns a markdown report (must fix, counter-case, should fix, polish, originality notes, claim ledger). Pass exactly one of content (the text or markdown) or url (a public page). Reviews take a few minutes.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.2/5.0

Scored across 1 tool

Disambiguation5/5

There is only one tool, so there is no possibility of selecting the wrong one. The description clearly delineates its scope (multi-agent document review) with an explicit mutual-exclusivity rule between `content` and `url`.

Naming Consistency4/5

The single name `review_document` follows a clear verb_noun snake_case convention and is self-explanatory. With only one tool there is no pattern to cross-check, so consistency is trivially satisfied but unverifiable.

Tool Count3/5

A single tool is defensible for a narrow, single-capability server, but the surface is thin: everything (fact-checking, counter-case, structure, copy edit, originality) is bundled into one opaque call with no way to request a subset of reviewers.

Completeness3/5

The one tool covers the full review report in a single call, but a job that 'takes a few minutes' has no status/polling or async retrieval path, and there is no follow-up operation (e.g. re-review a revised draft or compare versions). Agents can work around this by re-invoking, but it is a notable gap for a long-running operation.

Maintenance

ActivityMaintained
ResponsivenessNo issues