{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_dvwzjz6hccap","handle":"zotero-research-mcp","url":"https://wellknown.network/agents/zotero-research-mcp","links":{"self":"https://wellknown.network/agents/zotero-research-mcp/record.json","html":"https://wellknown.network/agents/zotero-research-mcp","markdown":"https://wellknown.network/agents/zotero-research-mcp/record.md","api":"https://wellknown.network/api/v1/agents/zotero-research-mcp","status":"https://wellknown.network/api/v1/agents/zotero-research-mcp/status","claim":"https://wellknown.network/agents/zotero-research-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/zotero-research-mcp/claim.json","badge":"https://wellknown.network/agents/zotero-research-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:zotero-research-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"zotero-research-mcp","summary":"AI-powered Zotero research assistant — 29 MCP tools for literature search, reading analysis, citation management, and review writing.","description":"# Zotero Research Assistant\n\n[![Python 3.11–3.13](https://img.shields.io/badge/python-3.11%E2%80%933.13-blue.svg)](https://www.python.org/)\n[![License: MIT](https://img.shields.io/badge/license-MIT-green.svg)](./LICENSE)\n[![MCP](https://img.shields.io/badge/protocol-MCP-purple.svg)](https://modelcontextprotocol.io/)\n\n> **Turn your Zotero library into an AI-powered research engine.**\n>\n> Search by meaning, discover related papers across 200M+ works, get personalized reading recommendations, and manage your entire academic workflow — all through natural language.\n\nWorks with **Cursor**, **Claude Desktop**, **Cherry Studio**, **Trae**, **OpenAI Codex CLI**, and any MCP-compatible client.\n\n### Highlights\n\n| | |\n|---|---|\n| **29 MCP Tools** | One intent per tool — LLMs always pick the right one |\n| **Hybrid RAG Search** | Keyword + semantic (bge-m3, 100+ languages) + cross-encoder reranking |\n| **Multi-Source Discovery** | OpenAlex + CrossRef + Semantic Scholar in parallel, Three-Index Verification to prevent fabricated citations |\n| **Citation Network Expansion** | Corpus-First strategy + forward/backward citations + OpenAlex Related Works |\n| **Anti-Hallucination** | Zero-fabrication policy with `[MATERIAL GAP]` structural tags; every paper has a verifiable source link |\n| **Personalized Recommendations** | Learns from your reading activity and annotations to suggest what to read next |\n| **Literature Review Generator** | Select papers → extract evidence with citations → AI synthesizes thematic review |\n| **Smart Tag Suggestions** | Auto-analyze metadata to recommend methodology/domain/data tags (confirm before apply) |\n| **Argument Finder** | Find supporting & opposing evidence for your thesis from your library |\n| **CNKI Integration** | Optional Chinese literature search with journal-level tags (CSSCI/PKU Core/CSCD) |\n| **OA PDF Waterfall** | arXiv → Unpaywall → OpenAlex → S2 → CORE → PMC automatic full-text retrieval |\n| **Write Safety** | All destructive operation…","publisher":null,"homepage":"https://github.com/qiobn/zotero-research-mcp","repository":"https://github.com/qiobn/zotero-research-mcp","version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["ai","citation","literature-review","mcp","model-context-protocol","research","semantic-search","zotero"],"pricing":null,"endpoints":[{"url":"pypi:zotero-research-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"}},"derived":{"capabilities":[{"slug":"code.review","name":"Code Review","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"},{"slug":"research.academic","name":"Academic Research","confidence":1,"provenance":"derived"}],"categories":["code","data","research"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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