GrafMCP

Item: GrafMCP
Rating: 74
Author: M8ven

A local MCP server that gives code agents a shared, persistent graph memory backed by Kuzu, plus a live web dashboard for visualizing the graph and activity log.

→ SecCodeSmith/GrafMCP · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configCLAUDECODE

configGRAF_MCP_DB— this folder>/data/graph.kuzu Kuzu database location

configGRAF_MCP_DEBUG— debug every raw MCP request method — only when =1

configGRAF_MCP_HOST

configGRAF_MCP_LOG_LEVEL

configGRAF_MCP_PORT— 7688 Daemon port (MCP endpoint + dashboard)

configGRAF_MCP_WORKSPACE— (the launch folder's name) Overrides the automatic per-folder workspace. Set it to a fixed name to pin a project's workspace, or to default to restore the old single shared memory.

// 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 1 concrete improvement 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/seccodesmith-grafmcp-vc1pxw)](https://m8ven.ai/mcp/seccodesmith-grafmcp-vc1pxw)

commit: bb21b0618bc7876ac5eef2a64e674cc7cfe119cc

code hash: 13db1e697641987455daa17542d625e20dd008359831ed61c0738f272164c49c

verified: 7/21/2026, 9:12:53 AM

view raw JSON →