MCP servers and skills: search, filter by where they run, and compare.
A Model Context Protocol (MCP) server providing structured, ranked evidence retrieval from the Europe PMC publication database. It streamlines AI-driven clinical research by transforming raw literatur
PythonMIT★ 1Few starsNo key
Paper-centric Neo4j MCP server for agent-managed literature and evidence
PythonMIT★ 1Few starsNo key
Lite version of the BMLibrarian project - does not depend on running local models for inference, and does not depend on large database installations. Requires internet
PythonAGPL-3.0★ 4Few starsNo key
A Polymathic Research Intelligence System - Cross-domain literature search with 807K+ items
PythonMIT★ 1Few starsNo key
MCP server for searching and querying PubMed medical papers/research database
PythonMIT★ 171No key
Local OpenAlex database with 284M+ works, abstracts, and semantic search
PythonAGPL-3.0★ 4Few starsNo key
Zotero MCP Lite: Fast, Customizable & Light Zotero MCP server for AI research assistants
PythonMIT★ 4Few starsNo key
Academic research engine as a standalone MCP server: a per-project SQLite library of papers analysed in two rounds, gap analysis, drafts and an arXiv/Semantic Scholar scout — with Claude Code as the r
PythonMITFew starsNo key
Windows-first、local-first AI 科研文献工作台：支持 Zotero 增量同步、DOI/开放 PDF 获取、MinerU/PyMuPDF 解析、MiniMax 向量化、混合检索、DeepSeek 证据问答、在线文献发现、引用导出与 MCP 集成，无需 WSL、Docker 或 PostgreSQL。
PythonAGPL-3.0★ 2Few starsNo key
An AI-driven genomic intelligence system delivering structured ClinVar interpretation and high-precision exon, intron, and gene queries using the Model Context Protocol (MCP).
PythonMIT★ 18No key
Stateful CLI for searching, collecting, and managing academic papers from the Scopus database
SkillLink onlyFew stars
Agent-native bi-temporal graph store: verified temporal operators as LLM tools + trace-grounded answer verification
PythonApache-2.0★ 5No key
MCP server + Agent skill - Searches ten open scholarly APIs, deduplicates the results, tracks PRISMA screening state in a local SQLite database, computes gap indicators from the stored records, and va
SkillMITFew starsNo key
Five LangGraph agents with MCP tools that search, retrieve, and synthesize across multiple sources, with human-in-the-loop review and an eval harness.
PythonMITFew starsNo key
Local-first agent memory for research: literature evidence, experiment runs, and failure cases with provenance contracts, quantified effectiveness metrics, and a read-only MCP server for Codex, Claude
MCPLink onlyFew stars
BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode, and explicit clinical-use limits.
PythonApache-2.0★ 4Few starsNo key
Who stands behind it
