Google PageRank for AI agents. 25,000+ tools indexed.

LLM-second-brain MCP Server

philadelfic/LLM-second-brain

Score: 56.7 Rank #1037 Database
Are you the maintainer of philadelfic/LLM-second-brain? Claim this listing →

Self-hosted MCP server for LLM long-term memory (Open WebUI). Models search, read, write and delete notes via MCP (hybrid vector + full-text search). Single non-root Docker container, no UI. SQLite + sqlite-vec + FTS5, RRF hybrid search, embeddings and summarization via Ollama. 6 memory_* tools, Bearer token.

Add AgentRank to Claude Code Discover and compare tools like philadelfic/LLM-second-brain — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

philadelfic/LLM-second-brain is a Python MCP server licensed under MIT. Self-hosted MCP server for LLM long-term memory (Open WebUI). Models search, read, write and delete notes via MCP (hybrid vector + full-text search). Single non-root Docker container, no UI. SQLite + sqlite-vec + FTS5, RRF hybrid search, embeddings and summarization via Ollama. 6 memory_* tools, Bearer token.

Ranked #1037 out of 24850 indexed tools.

In the top 5% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% 4d ago

Last commit 4d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for philadelfic/LLM-second-brain
[![AgentRank](https://agentrank-ai.com/api/badge/tool/philadelfic--LLM-second-brain)](https://agentrank-ai.com/tool/philadelfic--LLM-second-brain/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/philadelfic--LLM-second-brain/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/philadelfic--LLM-second-brain" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="philadelfic/LLM-second-brain"></script>

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.