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prx-memory

Local-first MCP memory for coding agents

A memory runtime that keeps agent context durable, queryable, and governed.

Language: Rust License: Apache-2.0 prx-memory Star on GitHub

Key Features

Dual Transport

stdio for local CLI integration, HTTP for networked access.

Full Toolchain

store, recall, update, forget, export, import, migrate, reembed, and compact.

Governance Controls

Structured format, tag normalization, ratio bounds, and periodic maintenance.

Evolution Support

memory_evolve with train+holdout acceptance and constraint gating.

Hybrid Retrieval

Lexical + vector recall with optional reranking via Jina, Cohere, and Pinecone.

Universal Compatibility

Works with Codex, Claude Code, OpenClaw, and any MCP client.

Architecture

Coding Agents (Codex, Claude Code, OpenClaw...)

↓ MCP (stdio / HTTP)

prx-memory

Store · Recall · Evolve

Governance · Rerank

Local JSON / Embeddings

Tech Stack

Rust

Quick Start

git clone https://github.com/openprx/prx-memory.git
cd prx-memory
cargo run --features http

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