# kg-memory-mcp

> Use this tool when you need to quickly retrieve and traverse codebase information, or answer natural-language questions about a project's structure and semantics. The kg-memory-mcp server indexes Python source, ADR documents, and project configuration, providing 7 tools for search, context retrieval, and Q&A. It is ideal for coding agents requiring structural and semantic recall over codebases, streamlining development and debugging processes.

Canonical page: https://skillsregistry.net/skills/arunmenon-kg-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/arunmenon-kg-memory-mcp

## Description

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.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/nyfb1cejmt)
- **Repository:** <https://github.com/arunmenon/kg-memory-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "arunmenon-kg-memory-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/arunmenon-kg-memory-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/arunmenon-kg-memory-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt