continuum

continuum is a local MCP server: Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG. Install it from oci as docker.io/pouyahasanamreji/continuum:0.3.0.

Claude CodeCodexAntigravity

commandprompt

Terminal

claude mcp add io-github-pouyahasanamreji-continuum -e ORCHESTRATOR_DB_PATH=... -e EMBEDDER_URL=... -e EMBEDDER_MODEL=... -e EMBEDDER_DIM=... -- docker run -i --rm docker.io/pouyahasanamreji/continuum:0.3.0

Run in your project folder. Add --scope user to use it everywhere.

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "io-github-pouyahasanamreji-continuum": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "docker.io/pouyahasanamreji/continuum:0.3.0"
      ],
      "env": {
        "ORCHESTRATOR_DB_PATH": "...",
        "EMBEDDER_URL": "...",
        "EMBEDDER_MODEL": "...",
        "EMBEDDER_DIM": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

• Runtime: Docker.
• MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
• Environment variables: ORCHESTRATOR_DB_PATH, EMBEDDER_URL, EMBEDDER_MODEL, EMBEDDER_DIM