Rag Knowledge Graph MCP server

by CSOAI-ORG·io.github.CSOAI-ORG/rag-knowledge-graph-mcp·v1.0.8

Rag Knowledge Graph MCP Server by MEOK AI Labs

A89/100grade A

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Safety scan

A89/100

Adoption

Growing

0 stars26 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

add_graph_edge
Add a relationship to the knowledge graph.
get_knowledge_stats
Get knowledge base statistics.
graph_query
Traverse the knowledge graph from an entity to find connections.
index_document
Index a document for RAG retrieval. Generates embeddings and extracts entities.
rag_query
Query the knowledge base. Methods: vector (semantic), keyword (FTS5), hybrid (both), graph (relationship traversal).

scanner v0.1.10 · 2026-11-02 · same rubric, same numbers if you re-run it

no findings

Code scan14 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 26 days ago15/15
Maintainer identityregistry namespace matches repository owner6/10

Overall 89/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 89/100; higher than 83% of 4,460 AI and agents servers
Tools: 5; the typical AI and agents server has 6
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
Downloads a week: 26; more than 12% of 1,538 AI and agents servers with a package

What its tools let an agent do: 4 read · 1 create

claude mcp add rag-knowledge-graph-mcp -- uvx rag-knowledge-graph-mcp

Is Rag Knowledge Graph MCP server safe?: Yes, by our scan: it is graded A (89/100). Read the Rag Knowledge Graph safety report
How do I install Rag Knowledge Graph?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Rag Knowledge Graph need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Rag Knowledge Graph maintained?: The last commit was 27 days ago (2026-10-08). The latest release is v1.0.8.
What can I use instead of Rag Knowledge Graph?: Servers from other publishers that do the same job: Total Agent Memory MCP server, Basic Memory MCP server and IWE (iwe.md) MCP server.
How does Rag Knowledge Graph compare with other AI and agents MCP servers?: safety score 89/100 (higher than 83% of 4,460 AI and agents servers); tools 5 (the typical AI and agents server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Same job from other publishers: the closest match first, then the best rated.

Total Agent Memory
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
not reviewed
Established
A
Basic Memory
Local-first knowledge management with bi-directional LLM sync via Markdown files.
not reviewed
Widely used
B
IWE (iwe.md)
Markdown knowledge base as agent memory. Runs against the notes directory it is started in.
not reviewed
Established
A
Local Rag
Easy-to-setup local RAG server with minimal configuration
not reviewed
Established
A
Butterbase AI
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.
not reviewed
Established
A