git:20260817.0a119cc to git:20260817.48a1ea7

---

name: ppm

description: Python Package Manager with persistent memory MCP tools for Context+, supermodeltools, and agent workflows. Use when working with PPM, pmll-memory-mcp via PPM, Context+ pipelines, context stitching, or packaging/agent memory tooling under drQedwards/ppm.

---

# PPM

Python Package Manager oriented around **persistent memory MCP tools** for agentic workflows — Context+ pipelines, supermodeltools/cli analysis, and structured memory ingestion/retrieval.

PPM is the packaging and tool surface that sits alongside PMLL-style spatial memory. Memory payloads stay **off-chain** by default; any on-chain commitment anchoring is handled by the separate **PMLL / `pmll-anchor`** path, not by this skill.

## Highlights

- PPM-based context stitching for agent memory and tool graphs.

- MCP tools for memory ingestion and retrieval (`init`, `peek`, `set`, `resolve`, `flush`, graph ops).

- Works with forloopcodes/contextplus hierarchical indexing and supermodeltools/cli for graphing and analysis.

- Complements [drQedwards/pmll](https://github.com/drQedwards/pmll) spatial memory; does not claim Stellar storage of full memory payloads.

## Quick start

1. Install the memory MCP package (shared with the PMLL memory stack):

```bash

pip install pmll-memory-mcp

# or via npm: npx pmll-memory-mcp

# or: npm install -g pmll-memory-mcp

```

2. Register it with your MCP client (Claude Desktop example — `claude_desktop_config.json`):

```json

{

"mcpServers": {

"pmll-memory-mcp": {

"command": "npx",

"args": ["pmll-memory-mcp"]

}

}

}

```

(If installed via pip you can use `"command": "pmll-memory-mcp"` instead.)

3. Restart the client / start a fresh session. Call `init` once at the start of a task, then `peek` before expensive operations.

## Related

- PMLL spatial memory skill: https://github.com/drQedwards/pmll/blob/main/SKILL.md

- This repo: https://github.com/drQedwards/ppm

- Planned on-chain commitments (32-byte hashes only): `pmll-anchor` under drQedwards/pmll — not part of the PPM package surface.