kg-memory-mcp

An in-memory knowledge graph MCP server that gives coding agents structural and semantic recall over codebases by indexing Python source, ADR documents, and project configuration, exposing 7 tools for search, traversal, context retrieval, and natural-language Q&A.

→ arunmenon/kg-memory-mcp · listed on glama

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// key findings

✅

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.

configKG_PROJECT_ROOT— "": "/path/to/your/project"

configKG_SOURCE_DIRS— src Comma-separated source directories

configKG_ADR_DIR— docs/adr ADR directory (none to disable)

configKG_CONFIG_PATH— CLAUDE.md Project config file (none to disable)

configKG_INDEX_FILE— .kg-index.json Graph persistence file

configKG_ADR_PATTERN— ^\d{4}-.+\.md$ Regex for ADR filename matching

configKG_LLM_MODEL— "": "openai/gpt-4o-mini",

// 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 4 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

[![M8ven Score](https://m8ven.ai/badge/mcp/arunmenon-kg-memory-mcp-zub055)](https://m8ven.ai/mcp/arunmenon-kg-memory-mcp-zub055)

commit: 01734876da8e1f4651c26626931873d27707b6da

code hash: 485d32fe7adc85d6d2e115fc4142f2eee69db10575bb29e24741c8fa5f4ceef9

verified: 6/21/2026, 10:31:52 AM

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