pumaDB

Shared memory for AI agents—stop losing context between tools

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Added Jul 2026

pumadb.ai

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What is Pumadb?

pumaDB is a persistent memory system for AI agents and LLMs that stores facts, decisions, preferences, and context across multiple AI tools like ChatGPT, Claude, and Codex. It works through a hosted MCP (Model Context Protocol) endpoint that allows authorized agents to read and write structured records without managing database infrastructure. Built for AI teams who need agents to build on prior context instead of starting fresh with every conversation.

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Key Features of Pumadb

Hosted MCP endpoint for ChatGPT, Claude, Codex, and custom agents
OAuth-ready setup with no API keys or infrastructure
Structured record storage with 30-day version history
REST API for server-side code and trusted backends
Memory handoff across different AI tool sessions
Support for agent instructions, project conventions, user preferences, research, and task state
No database project required

Who Should Use Pumadb?

Handoff context between ChatGPT and Claude sessions

Store debugging notes and bug details for engineering teams

Keep reusable project conventions and architecture decisions

Maintain user preferences and communication styles across agents

Track research findings and follow-up questions over time

Log task state and blockers for long-running work

Pumadb: Pros & Cons

✓Pros

Easy one-endpoint setup with OAuth handling
No database infrastructure to provision or manage
Version history tracks changes (10 per row, 30 days)
Works across multiple AI tools and custom agents
Both REST and MCP interfaces for different use cases
Structured record format makes memory actionable

Frequently Asked Questions about Pumadb

What AI tools can connect to pumaDB?

pumaDB supports ChatGPT, Claude, Codex, OpenClaw, and any Streamable HTTP MCP client through its hosted MCP endpoint.

Do I need to manage a database with pumaDB?

No. pumaDB is fully hosted—sign in by email and it handles OAuth with no infrastructure to provision.

How long does pumaDB keep memory?

pumaDB maintains version history for 10 records per row for up to 30 days.

Can I use pumaDB from server-side code?

Yes. pumaDB offers both a hosted MCP interface for agents and a REST API for backend code using bearer API keys.

What kind of information should I store in pumaDB?

Store structured records like project facts, decisions, preferences, research notes, task state, agent instructions, and handoff context that agents need across sessions.