# MEMGRAPH-MCP

> Use this tool when you need to manage complex software development workflows with multiple agents, requiring features like explicit run graphs, checkpointing, and resume capabilities. It solves problems of coordinated agent workflows, coding, review, and approval, providing a durable orchestrator with project memory and pluggable research backends. The tool takes in software development tasks and outputs coordinated workflows, with inputs and outputs exposed through MCP resources and tools, ideal for use in software development projects requiring collaborative agent workflows.

Canonical page: https://skillsregistry.net/skills/mikeb317-memgraph-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mikeb317-memgraph-mcp

## Description

A durable multi-agent orchestrator for software development with explicit run graphs, checkpoint/resume capabilities, and project memory exposed through MCP resources and tools. It enables coordinated agent workflows for coding, review, repair, CI, and approval with SQLite-backed memory retrieval and pluggable research backends.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/e3mf6j9gqy)
- **Repository:** <https://github.com/MikeB317/MEMGRAPH-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": "mikeb317-memgraph-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mikeb317-memgraph-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mikeb317-memgraph-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