# Project Memory MCP

> Project Memory MCP — spaghettirebel-project-memory-mcp. Use this tool when you need to efficiently search and retrieve specific information from a software project's documentation. It solves the problem of manual searching through extensive Markdown and text files by indexing document chunks and enabling semantic search. The tool takes in documentation files as input and outputs relevant search results through MCP tools, ideal for use cases where quick access to specific project information is crucial.

Canonical page: https://skillsregistry.net/skills/spaghettirebel-project-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/spaghettirebel-project-memory-mcp

## Description

Enables semantic search over a software project's Markdown and text documentation by indexing document chunks in Qdrant and exposing retrieval through MCP tools.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **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/ka6msgoywa)
- **Repository:** <https://github.com/SpaghettiRebel/Project-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": "spaghettirebel-project-memory-mcp"
    }
  }
}
```

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