# copilot-memory-mcp

> copilot-memory-mcp — labforgedev-copilot-memory-mcp. Use this tool when you need to enhance GitHub Copilot's capabilities in VS Code with persistent, project-specific memory that retains context across sessions. It solves problems of lost context and improves code suggestion accuracy by providing a local semantic memory server. The tool takes in project data and outputs relevant code suggestions, ideal for use in complex, long-term coding projects that require consistent context and intelligent code completion.

Canonical page: https://skillsregistry.net/skills/labforgedev-copilot-memory-mcp  
JSON: https://api.skillsregistry.net/v1/skills/labforgedev-copilot-memory-mcp

## Description

A local MCP server that provides persistent, project-scoped semantic memory for GitHub Copilot in VS Code, using ChromaDB and embeddings for RAG-based memory retrieval across sessions.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** version-control
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/dkbwv8zz2d)
- **Repository:** <https://github.com/LabForgeDev/copilot-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": "labforgedev-copilot-memory-mcp"
    }
  }
}
```

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