17
grade F
7 days ago
glama
GraphRAG Llama Index MCP Server
Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.
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// key findings
⚠️
Known vulnerabilities in dependencies: 2 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
PORTconfig
TRANSPORT// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[](https://m8ven.ai/mcp/t-nhannguyen-graphrag-llamaindex-1sxpbf)commit: b502c17acc57549347c30fdfd97880d396603ef7
code hash: c7f6f3e0f8118f5c409fa289aedd4ec2ab47f67bacd3ad163193e064b85fcdc3
verified: 4/18/2026, 6:33:32 PM