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O1

NateBJones-Projects/OB1

AI Agent

Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.

4.4k Stars841 Forks222 Open Issues4.4k WatchersTypeScriptNOASSERTION
AI AgentData ToolMCP ServerInfrastructure
Review Readiness

This repository page is useful for visitors, but Git-Stars keeps it out of search indexing until more original evidence and comparison context are available.

85

review score

Needs license signal
Decision Snapshot

Problem solved

It solves the fragmentation of AI memory across multiple tools and platforms, where each AI has isolated context. By providing a single database and protocol, it ensures persistent, shared memory and reduces reliance on complex middleware or SaaS chains like Zapier.

Deployment reality

The available setup signal starts with: Follow the Setup Guide: docs/01-getting-started.md. Treat this as a starting point, then ask Codex or Claude to inspect the README, environment variables, runtime version, and deployment target before production use.

Commercial use

The recorded license is NOASSERTION. This is a useful commercial-use signal, but teams should still verify license text, dependencies, model/API terms, and trademark constraints.

Capability ceiling

Developers can build a personal knowledge base that captures notes, messages, and documents from any source, with vector search for retrieval. Use cases include CRM systems with meeting prep, Obsidian vault imports, wiki compilers, and custom dashboards. The ceiling is a fully personalized AI ecosystem where every tool contributes to and queries a unified brain, enabling advanced workflows like provenance tracking and cost-optimized edge functions.

Source and compliance noteLast synced: Aug 3, 2026

Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.

Original GitHub sourceMethodologyEditorial Policy
Editorial Evaluation

NateBJones-Projects/OB1 is tracked as a TypeScript project in the AI Agent, Data Tool, MCP Server, Infrastructure area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.

Momentum check: the repository has 4.4k total stars, with +14 today, +0 this week, and +0 this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.

Maintenance check: current activity is Active; the latest push was 21 days ago, and the open issue queue is 222, about 5.08% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.

Adoption check: 841 forks and 4.4k watchers suggest how often the project is reused or followed. License signal: NOASSERTION. Always verify license compatibility before commercial or internal use.

Practical fit: this project is most relevant when you need TypeScript teams evaluating ecosystem-native tooling. Be cautious when you have low tolerance for large unresolved issue queues.

Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 14. Follow the original GitHub repository for final install, security, and release information.

Evidence Checklist

Analysis

Ready

Original problem, capability, and verdict guidance are available.

Sources

Ready

Repository metadata and README/source references are attached.

License

Limited

License is unknown and should be checked before commercial use.

Maintenance

Ready

Recent activity is visible in repository metadata.

Alternatives

Ready

Enough nearby projects exist for comparison.

Best For
  • TypeScript teams evaluating ecosystem-native tooling
  • use cases where recent maintenance matters
Avoid When
  • you have low tolerance for large unresolved issue queues
  • you need a legal review, security audit, or production SLA
Adoption Signals

Momentum

4.4k Stars

Reuse

841 Forks

Attention

4.4k Watchers

Maintenance

active

License

NOASSERTION

Open issues

222

Overview

Open Brain is an infrastructure layer for personal AI memory, providing a database with vector search and an open protocol so that any AI tool (Claude, ChatGPT, Cursor, etc.) can share a persistent memory of the user. It includes a setup guide, companion prompts, and a growing library of extensions and recipes.

Key Features

- One database with vector search and an open protocol for AI tools to plug in. - Includes a setup guide (no coding needed), AI-assisted setup, and companion prompts. - Offers extensions and recipes for building practical applications like household knowledge, home maintenance, family calendar, meal planning, and professional CRM.

Tool Positioning

AI Agent

Agent frameworks, autonomous workflows, and tool-use systems

Data Tool

Databases, data pipelines, ETL, analytics, and vector search

MCP Server

Model Context Protocol servers, clients, and integrations

Infrastructure

Cloud, deployment, networking, containers, and platform tooling

Quick Start
Follow the Setup Guide: docs/01-getting-started.md
View on GitHub
Project Activity

73

Health Score

Active

Commit Activity

Mar 11, 2026

Created

Aug 2, 2026

Last push

Source Trail

GitHub repository metadata

metadata

GitHub README

readme_summary

Star History

+0

Today's growth

+0

7-day growth

+0

30-day growth

Aug 3, 2026Aug 3, 2026
Community Health
841

Forks

222

Open

4.4k

Watchers

Owner
O1

NateBJones-Projects

GitHub profile
Topics & Language
TypeScriptai-agentsmcpmemory-layermemory-layer-for-aiopen-brainopen-sourcepersonal-knowledgepersonal-knowledge-managementsupabase
Ecosystem & Usage
GitHub Repository Search on npm
Alternatives & Comparison

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454k

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Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

386k

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A complete computer science study plan to become a software engineer.

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A list of Free Software network services and web applications which can be hosted on your own servers

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License
NOASSERTION
CreatedMar 11, 2026
Last pushAug 2, 2026
Last syncedAug 3, 2026
Repository Standards

✓

License

✓

Forked

✓ Active

Maintained

AI AnalysisAnalyzed by Git-Stars

Problem Solved

It solves the fragmentation of AI memory across multiple tools and platforms, where each AI has isolated context. By providing a single database and protocol, it ensures persistent, shared memory and reduces reliance on complex middleware or SaaS chains like Zapier.

Capabilities

Developers can build a personal knowledge base that captures notes, messages, and documents from any source, with vector search for retrieval. Use cases include CRM systems with meeting prep, Obsidian vault imports, wiki compilers, and custom dashboards. The ceiling is a fully personalized AI ecosystem where every tool contributes to and queries a unified brain, enabling advanced workflows like provenance tracking and cost-optimized edge functions.

Bottom Line

Open Brain is ideal for power users and developers who want a unified, self-hosted memory layer for their AI tools and are willing to invest in setup. It should be avoided by those seeking a plug-and-play SaaS solution or with minimal technical skills. The key trade-off is control and flexibility versus setup complexity and maintenance overhead.

Full AI Analysis