ping-mem
The universal memory layer for AI agents. MCP-native. 47 tools. 10x cheaper than the alternative.
AI Agents Are Amnesiac by Default
Every conversation starts from zero. Users repeat themselves. Agents forget critical context. And existing solutions like mem0 cost $249/month (₹20,000+) — pricing out indie developers and small teams entirely.
Built for the MCP Era
MCP-Native by Design
ping-mem was built for the Model Context Protocol from the ground up — not bolted on after. Any Claude, LLM, or agent that speaks MCP can use ping-mem's 47 tools without writing a line of integration code.
47 Memory Tools
Store, retrieve, search, tag, and expire memories. Create namespaces per user or project. Batch operations for bulk imports. Full CRUD + semantic search. More tools than any alternative.
Four Access Patterns
REST API for any language. MCP server for agent frameworks. CLI for scripts and CI/CD. TypeScript SDK for type-safe Node.js integration. Use the interface that fits your workflow.
Self-Hostable & Private
Don't trust the cloud with your agent memories? Self-host ping-mem for free. Full MIT license means no strings attached. Your data stays in your infrastructure.
Memory in Three Lines
npm install ping-mem
// Store a memory
await mem.store({
content: "User prefers TypeScript over JavaScript",
tags: ["preference", "language"],
namespace: "user-123"
});
// Retrieve with semantic search
const relevant = await mem.search("programming language");
Plug In. Remember Everything.
Connect Your Agent
Point your AI agent or application at ping-mem's MCP server or REST API. No schema to define, no migrations to run. It's ready in under a minute.
Memories Are Stored Automatically
Use the 47 tools to store facts, preferences, session state, or any context your agent needs to retain. Tag, namespace, and expire memories to keep things organized.
Agents Remember Across Sessions
Every new conversation starts with context already loaded. Users don't repeat themselves. Agents give better answers. Your product feels intelligent instead of amnesiac.
Pair ping-mem with Other ThriveCraft Products
Give Your Agents a Memory.
It's Free to Start.
Star the repo. Run it locally. Or use our hosted version from ₹5,000/month.