{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3p2rrsdu7sr3","handle":"q1-reviewer-mcp","url":"https://wellknown.network/agents/q1-reviewer-mcp","links":{"self":"https://wellknown.network/agents/q1-reviewer-mcp/record.json","html":"https://wellknown.network/agents/q1-reviewer-mcp","markdown":"https://wellknown.network/agents/q1-reviewer-mcp/record.md","api":"https://wellknown.network/api/v1/agents/q1-reviewer-mcp","status":"https://wellknown.network/api/v1/agents/q1-reviewer-mcp/status","claim":"https://wellknown.network/agents/q1-reviewer-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/q1-reviewer-mcp/claim.json","badge":"https://wellknown.network/agents/q1-reviewer-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/q1-reviewer-mcp/history","tools":"https://wellknown.network/api/v1/agents/q1-reviewer-mcp/tools"},"ard":{"identifier":"urn:air::server:q1-reviewer-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"q1-reviewer-mcp","summary":"Q1-calibre academic peer-review simulation MCP server — Reviewer #2 at your service.","description":"<p align=\"center\"> \n  <img src=\"logo-q1-reviewer-mcp.png\" alt=\"Q1-Reviewer-MCP Logo\" width=\"200\"/> \n</p> \n \n<h1 align=\"center\">Q1-Reviewer-MCP</h1> \n \n<p align=\"center\"> \n  <em>\"Get rejected by us before you get rejected by them.\"</em> \n</p> \n \n<p align=\"center\"> \n  <a href=\"https://pypi.org/project/q1-reviewer-mcp/\"><img src=\"https://img.shields.io/pypi/v/q1-reviewer-mcp?style=for-the-badge&color=1F3864&label=PyPI\" alt=\"PyPI Version\"></a> \n  <a href=\"https://python.org\"><img src=\"https://img.shields.io/pypi/pyversions/q1-reviewer-mcp?style=for-the-badge&color=375623\" alt=\"Python\"></a> \n  <a href=\"https://opensource.org/licenses/MIT\"><img src=\"https://img.shields.io/badge/License-MIT-red.svg?style=for-the-badge\" alt=\"License\"></a> \n  <a href=\"https://modelcontextprotocol.io\"><img src=\"https://img.shields.io/badge/MCP-Compatible-blue?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCI+PHBhdGggZmlsbD0id2hpdGUiIGQ9Ik0xMiAyQzYuNDggMiAyIDYuNDggMiAxMnM0LjQ4IDEwIDEwIDEwIDEwLTQuNDggMTAtMTBTMTcuNTIgMiAxMiAyem0tMiAxNWwtNS01IDEuNDEtMS40MUwxMCAxNC4xN2w3LjU5LTcuNTlMMTkgOGwtOSA5eiIvPjwvc3ZnPg==\" alt=\"MCP\"></a> \n</p> \n \n<p align=\"center\"> \n  <strong>An AI-powered MCP server that simulates a ruthless Q1 journal Reviewer #2 — so your manuscript gets torn apart before it ever reaches the real one.</strong> \n</p> \n \n--- \n \n## 🎯 What Is This? \n \n**Q1-Reviewer-MCP** is a [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that turns Claude into a merciless academic peer reviewer. It reads your `.docx` manuscript, applies a battle-tested **Q1 Red Flag Matrix**, and produces a professionally formatted `.docx` decision letter — complete with color-coded severity ratings. \n \nThink of it as having a permanently angry **Reviewer #2** living inside your AI assistant, catching the exact issues that get manuscripts rejected from Nature, Cell, Plant Physiology, and other Q1 journals. \n \n### The Pro…","publisher":{"name":"ZaEyAsa","url":null},"homepage":"https://github.com/ZaEyAsa/Q1-reviewer-mcp","repository":"https://github.com/ZaEyAsa/Q1-reviewer-mcp/blob/main/CHANGELOG.md","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","peer-review","academic","manuscript","reviewer","q1-journal","ai","claude","docx","scientific-writing"],"pricing":null,"endpoints":[{"url":"pypi:q1-reviewer-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"declared"},{"slug":"documents.conversion","name":"Document Conversion","confidence":1,"provenance":"declared"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.656,"provenance":"derived"}],"categories":["code","content","documents","research"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"q1-reviewer-mcp","registry":"pypi","observedAt":"2026-10-22T18:28:57.586Z","publishedAt":"2026-04-01T20:06:14.545011Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"q1-reviewer-mcp","url":"https://pypi.org/project/q1-reviewer-mcp/","firstSeenAt":"2026-09-10T10:24:54.274Z","fetchedAt":"2026-10-22T18:27:30.049Z","normalizedAt":"2026-10-22T18:27:30.049Z"}]},"firstSeenAt":"2026-09-10T10:24:54.274Z","updatedAt":"2026-10-22T18:28:57.586Z"}