1. Conduid
  2. RAG
  3. GraphScholar
MCP server · RAG

GraphScholar

by · github.com/iikareem/GraphScholar

Graph RAG knowledge base for research papers — Neo4j + MCP

Unclaimed rag
InstallView source
34Low

Scored a month ago · breakdown

About GraphScholar

GraphScholar is an MCP server published by iikareem in the RAG category: graph RAG knowledge base for research papers — Neo4j + MCP.

The repository has 3 stars and 0 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/iikareem/GraphScholar

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.

Tools (5)

get_author_papersAll papers by an author (with concepts)

Parameters not published.

get_citation_chainMulti-hop outbound citation traversal

Parameters not published.

get_concept_papersPapers that introduce or use a concept

Parameters not published.

get_paperPaper metadata plus authors, categories, cited IDs, concepts, and chunk count

Parameters not published.

vector_searchSemantic search over chunk embeddings

Parameters not published.

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Security checks

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Questions

About GraphScholar

How do I install GraphScholar?

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

Is GraphScholar 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 GraphScholar still maintained?

Yes — the last commit was 3 months ago. The repository has 3 stars and 0 forks.