agent-brain MCP Server
SpillwaveSolutions/agent-brain
[](https://agentrank-ai.com/tool/SpillwaveSolutions--agent-brain/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
SpillwaveSolutions/agent-brain is a Python MCP server licensed under MIT. Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex. Topics: agent-memory, agent-plugins, chromadb, claude-code, codex, fastapi, graphrag, knowledge-graph, llm, mcp, oauth, opencode, python, rag, semantic-search.
Ranked #2068 out of 24846 indexed tools.
In the top 9% of all indexed tools.
Ecosystem
Score Breakdown
119 stars → growing community
Last commit 1mo ago → moderate activity
141/161 issues closed → responsive maintainer
7 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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[](https://agentrank-ai.com/tool/SpillwaveSolutions--agent-brain/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/SpillwaveSolutions--agent-brain/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/SpillwaveSolutions--agent-brain" alt="AgentRank"></a> Matched Queries
From the README
--- last_validated: 2026-03-16 --- # Agent Brain A RAG-based (Retrieval-Augmented Generation) document indexing and semantic search system for AI agents and applications. Agent Brain enables intelligent querying of documentation and source code using natural language. ## Overview Agent Brain provides **AI-first** document and code search through a Claude Code plugin with skills, commands, and agents. Use slash commands to search, agents for complex research tasks, and skills for intelligent query optimization. | Component | Description | |-----------|-------------| | **Plugin** | 30 slash commands, 3 agents, 2 skills for Claude Code | | **Skills** | Intelligent search mode selection and query optimization | | **Agents** | Research assistant, search assistant, setup assistant | | **Server** | FastAPI backend for indexing and retrieval | | **CLI** | Command-line tool (also used by plugin internally) | ## Quick Start (Claude Code Plugin) ### 1. Install the Plugin ```bash # 1. AddRead full README on GitHub →
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