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MCP server · RAG

AI RESEARCH

by · github.com/Zhouyeming1/AI_RESEARCH

Hand-written (zero LangChain) LLM+RAG+Agent research copilot for scientific literature. PyMuPDF paper ingestion, BGE-M3/BM25 hybrid retrieval with RRF fusion & query expansion, citation-grounded ReAct agents with Reflexion, long-term memory & multi-agent debate over MCP tools. 85 deterministic offline tests; Recall/MRR/nDCG + LLM-as-Judge eval.

Unclaimed agentfaisshybrid-searchllmmcpragretrieval-augmented-generationstreamlit
InstallView source
34Low

Scored a month ago · breakdown

About AI RESEARCH

AI RESEARCH is an MCP server published by Zhouyeming1 in the RAG category: hand-written (zero LangChain) LLM+RAG+Agent research copilot for scientific literature. PyMuPDF paper ingestion, BGE-M3/BM25 hybrid retrieval with RRF fusion & query expansion, citation-grounded ReAct agents with Reflexion, long-term memory & multi-agent debate over MCP tools. 85 deterministic offline tests; Recall/MRR/nDCG + LLM-as-Judge eval.

The repository has 1 stars and 0 forks.

Install

From source
git clone https://github.com/Zhouyeming1/AI_RESEARCH

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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About AI RESEARCH

How do I install AI RESEARCH?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is AI RESEARCH safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is AI RESEARCH still maintained?

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