# pumaDB

According to OpenAITools.app telemetry verified on 2026-11-11, pumaDB (pumadb.ai) is an AI platform indexed under AI Agent generating 0 monthly visits with a month-over-month traffic delta of +0 (0%). Its primary geographic market is Global (— traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include Hermes-Agent (3.64M visits/mo), Notion (173.44M visits/mo), Unabyss (23.06K visits/mo).

Shared memory that follows your work across every AI tool

## Key Telemetry & Specifications

| Metric | Value |
| :--- | :--- |
| Tool Name | pumaDB |
| Handle | pumadb |
| Status | active |
| Origin | independent |
| Maintenance | active |
| Official Domain | pumadb.ai |
| Website URL | https://pumadb.ai |
| Categories | AI Agent, AI API, AI Developer Tools |
| Pricing Model | Freemium |
| Monthly Visits | 0 |
| MoM Traffic Change | 0 |
| MoM Growth Rate | 0% |
| Primary Market | Global |
| Market Share | — |
| Direct Visits | 0 |
| Organic Search Visits | 0 |
| Social Visits | 0 |
| Referral Visits | 0 |
| Email Visits | 0 |
| Review Score | 4.4 |
| Saved Count | 0 |
| Supported Platforms | Website |
| Billing Platforms |  |
| Attributes | Pricing: Free; Features: Website |
| Tags | AI agent memory, Agent memory API, Model Context Protocol, MCP server, JSON database, Serverless memory |

## Overview

pumaDB solves a very specific annoyance: every AI assistant starts each conversation with amnesia. You explain your stack, your conventions and the bug you are chasing, then close the tab, and tomorrow you explain it all again. pumaDB replaces that ritual with a hosted memory store that sits outside any single model or vendor. Facts written from a ChatGPT session can be recalled in a brand new Claude chat, with nothing manually pasted in between.

Under the hood it is deliberately simple. Memory lives in named tables of small structured records — project conventions, user preferences, research clippings, task state, handoff notes and reviewed technical references are the categories the team highlights. You reach that data two ways: a REST API with bearer keys for backends, workers, CLIs and serverless functions you control, and a hosted MCP endpoint at api/mcp that Codex, ChatGPT, Claude, OpenClaw and other Streamable HTTP clients can attach to via OAuth sign-in. Both surfaces operate on the same tables and rows.

The selling point is the absence of setup. There is no database project to provision, no schema migration to babysit, and no API key to paste into a client — email sign-in handles OAuth for MCP connections. The service is run by a small team based in Melbourne and is aimed at individuals who want their agents to remember, and at teams that want one shared organizational memory.

## Pricing & Plans

Free tier for individuals, forever, no card required. Organization Pro is $99/month per organization for shared team memory, and Enterprise is a custom annual contract scoped with the vendor. Rate limits and API behavior are identical on Personal and Pro.

## Key Features & Capabilities

- **One memory endpoint for many clients:** A single hosted MCP endpoint works with Codex, ChatGPT, Claude, OpenClaw and any Streamable HTTP MCP client, so different tools read and write the same memory store.
- **Cross-tool memory handoff:** Write a fact from one assistant and recall it later from a completely different one. Nothing needs to be pasted manually between sessions.
- **REST and MCP on the same tables:** Trusted server-side code uses bearer-key REST calls; authorized agents use OAuth-scoped MCP tools. Both go through the same rows, tables and limits.
- **OAuth-first connection setup:** MCP clients sign in by email and pumaDB handles OAuth and dynamic client registration, so there is no infrastructure to provision and no API key stored in the client config.
- **Version history and restore:** Rows keep version history with a retention window, plus viewer and download links, so a bad write or an over-eager agent edit can be rolled back.

## Primary Use Cases

- **Stop re-explaining context every session (Individual AI power user):** Store your stack details, naming conventions and formatting preferences once, then let ChatGPT, Claude and Codex pick them up in new conversations automatically.
- **Carry debugging state between agents (Software developer):** Log a bug's root cause from one assistant and have a fresh agent retrieve it the next morning to write the patch, without pasting logs or notes by hand.
- **Build a durable research notebook (Research analyst):** Save sources, summaries, links and open follow-up questions as rows your agents can query as an investigation stretches over days or weeks.
- **Share one organizational memory (Engineering team lead):** On Organization Pro, keep shared repositories facts, architecture notes and workflow instructions in org tables with admin and member roles and up to 100 members.

## Strengths

- No database project, schema or migration work to manage
- Same memory readable and writable across competing AI vendors
- Free personal tier is genuinely useful with 20 tables and 1,000 rows each
- OAuth handling removes API keys from client configuration
- Version history and restore protect against bad agent writes

## Limitations

- Not a vector store, so semantic search over unstructured text is out of scope
- Memory is keyed to named tables and row limits, which takes planning at scale
- Team features require the $99/month Organization Pro plan

## Frequently Asked Questions

### Do I need my own database?
No. pumaDB is hosted, so there is no database project to create, provision or maintain. You sign in and start writing rows through the REST API or the MCP server.

### Which AI clients can connect?
Any Streamable HTTP MCP client works, including Codex, ChatGPT, Claude and OpenClaw. The connection guide shows the specific setup path for each, plus a generic endpoint for anything else that speaks MCP.

### Can the same memory be used from different AI tools?
Yes — that is the core design. A fact logged from one assistant is stored against your account and can be queried from a different assistant in a brand new conversation with nothing pasted in between.

### How much does the free plan include?
The Personal plan is $0 forever with no card required, and includes 20 tables at 1,000 rows each, 25 MB total storage, hosted MCP plus REST access, and version history with restore.

### What is pumaDB's monthly traffic and growth trend?
pumaDB currently receives 0 monthly visits, with a month-over-month traffic change of +0 (0% growth rate). Its primary source market is Global (— share), including 0 direct visits/mo and 0 organic search visits/mo.

### Is pumaDB free? What is its pricing model?
pumaDB operates on a Freemium pricing model. Free tier for individuals, forever, no card required. Organization Pro is $99/month per organization for shared team memory, and Enterprise is a custom annual contract scoped with the vendor. Rate limits and API behavior are identical on Personal and Pro. Supported billing and checkout platforms include: not listed.

### What are the best pumaDB alternatives in 2026?
Based on OpenAITools.app category traffic and feature fit, the top five alternatives to pumaDB are: 1. Hermes-Agent (3.64M visits/mo); 2. Notion (173.44M visits/mo); 3. Unabyss (23.06K visits/mo); 4. memU (7.21K visits/mo); 5. Clawdbot (OpenClaw) (1.9M visits/mo).

### Which platforms and core AI capabilities does pumaDB support?
pumaDB is classified under AI Agent, AI API, AI Developer Tools, supports the following platforms: Website, and its core capability tags include: AI agent memory, Agent memory API, Model Context Protocol, MCP server, JSON database, Serverless memory.

## Alternatives

| Tool Name | Monthly Visits | Pricing Model | Compare |
| :--- | :--- | :--- | :--- |
| [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | Freemium | [Compare](https://openaitools.app/compare/hermes-agent-1-vs-pumadb) |
| [Notion](https://openaitools.app/tool/t) | 173,441,670 | Freemium | [Compare](https://openaitools.app/compare/pumadb-vs-t) |
| [Unabyss](https://openaitools.app/tool/unabyss) | 23,056 | Freemium, Free Trial | [Compare](https://openaitools.app/compare/pumadb-vs-unabyss) |
| [memU](https://openaitools.app/tool/memu) | 7,207 | Freemium | [Compare](https://openaitools.app/compare/memu-vs-pumadb) |
| [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | Paid, Free | [Compare](https://openaitools.app/compare/clawdbot-vs-pumadb) |
| [Hermes Agent](https://openaitools.app/tool/hermes-agent) | 23,304 | Free | [Compare](https://openaitools.app/compare/hermes-agent-vs-pumadb) |
| [Scalebrowser](https://openaitools.app/tool/scalebrowser) | 161,955 | Free Trial, Paid | [Compare](https://openaitools.app/compare/pumadb-vs-scalebrowser) |
| [LlamaIndex](https://openaitools.app/tool/llamaindex) | 387,910 | Freemium, Contact for Pricing | [Compare](https://openaitools.app/compare/llamaindex-vs-pumadb) |
| [LobeHub](https://openaitools.app/tool/lobehub) | 654,548 | Freemium | [Compare](https://openaitools.app/compare/lobehub-vs-pumadb) |
| [ProMind AI](https://openaitools.app/tool/promind-ai) | 3,878 | Freemium | [Compare](https://openaitools.app/compare/promind-ai-vs-pumadb) |
| [Corsair](https://openaitools.app/tool/corsair) | 8,754 | Freemium, Contact for Pricing | [Compare](https://openaitools.app/compare/corsair-vs-pumadb) |
| [QwenPaw](https://openaitools.app/tool/qwenpaw) | 74,893 | Freemium, Paid, Free | [Compare](https://openaitools.app/compare/pumadb-vs-qwenpaw) |

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Source: https://openaitools.app/tool/pumadb