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Glama
jiawei686

jev-paper-review-mcp

by jiawei686

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
JEV_MODELNoModel name.jev-latest
JEV_BASE_URLNoOverride for self-hosted / proxy.Official endpoint
JEV_MCP_MOCKNo1 forces mock.0
TYPESAFE_API_KEYNoRequired for real calls; blank falls back to mock.
JEV_MCP_TIMEOUT_MSNoPer-request timeout.30000

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
review_paperA

Academic paper-review scorer powered by Jev (System One decision model). Given a paper excerpt, returns calibrated ratings on soundness / novelty / clarity (ordinal scales) plus an overall verdict (accept / minor_revision / major_revision / reject) and a recommendation. Treat the verdict as advisory — always check confidence before acting on it.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4/5.0

Scored across 1 tool

Disambiguation5/5

Only one tool exists, so there is zero ambiguity between tools. No other tools to confuse it with.

Naming Consistency5/5

The single tool follows the verb_noun pattern with snake_case (review_paper), which is clear and consistent. No other tools to compare against, but the naming is predictable and conventional.

Tool Count2/5

With only one tool, the server feels extremely thin for a paper-review MCP. Even niche servers typically need at least a few operations (e.g., scoring, retrieval, history). This is borderline trivial.

Completeness2/5

The server covers only the scoring action. Obvious gaps exist such as listing papers, retrieving previous reviews, or handling multiple paper submissions. The workflow appears incomplete, forcing agents to rely on external state.

Maintenance

ActivityMaintained
ResponsivenessNo issues