AgentRank

Knot is a semantic and structural codebase indexer designed for AI coding agents and developers navigating large projects. It combines vector search and graph traversal to find code by meaning, analyze impact via reverse dependencies, and explore file architectures.

Signal Breakdown

Installs 2.1k

Freshness today

Issue Health 50%

Stars 1

Platform Breadth 1 platform

Contributors 1

Description Detailed

How to Improve

Contributors medium impact

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

Stars low impact

Low star count — promote the project, write docs, and engage the community to drive adoption

Platforms medium impact

Only 1 platform listed — publishing to more platforms improves your score

Badge

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/skill/glama-raultov--knot)](https://agentrank-ai.com/skill/glama-raultov--knot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Copy

HTML

<a href="https://agentrank-ai.com/skill/glama-raultov--knot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/skill/glama-raultov--knot" alt="AgentRank"></a> Copy

Supported Platforms

MCP

Similar Search Skills

MCP Memory Service by doobidoo Provides semantic memory and persistent storage for Claude, leveraging ChromaDB and sentence transformers for enhanced s…

78.2

rag-implementation Intelligent automation and multi-agent orchestration for Claude Code

62.0

embedding-strategies Intelligent automation and multi-agent orchestration for Claude Code

60.1

iranti by nfemmanuel Persistent shared memory for AI coding agents. Stores facts as entity/key/value triples with hybrid semantic search, tas…

58.8

content-creator Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

58.6

technical-writer Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

58.4