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

Cymatix-Context MCP Server

mbachaud/Cymatix-Context

Score: 48.7 Rank #17826 Database
Are you the maintainer of mbachaud/Cymatix-Context? Claim this listing →

Local-first context engine for LLM agents, weighs then retrieves your codebase and enterprise files into the context window with no LLM call on the retrieval path. SQLite knowledge store; CLI + HTTP + MCP; know/miss agent contract.

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

Overview

mbachaud/Cymatix-Context is a Python tool licensed under Apache-2.0. Local-first context engine for LLM agents, weighs then retrieves your codebase and enterprise files into the context window with no LLM call on the retrieval path. SQLite knowledge store; CLI + HTTP + MCP; know/miss agent contract.

Ranked #17826 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 0%

0/4 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 1
Description Detailed
License Apache-2.0

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

How to Improve

Issue Health high impact

You have 4 open vs 0 closed issues — triaging stale issues improves health

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 mbachaud/Cymatix-Context
[![AgentRank](https://agentrank-ai.com/api/badge/tool/mbachaud--Cymatix-Context)](https://agentrank-ai.com/tool/mbachaud--Cymatix-Context/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/mbachaud--Cymatix-Context/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/mbachaud--Cymatix-Context" 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="mbachaud/Cymatix-Context"></script>

Matched Queries

topic:mcptopic:model-context-protocol

Get the weekly AgentRank digest

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