AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
  1. Home
  2. /MCP Servers
  3. /Codebase Insight

Codebase Insight

Dev

by tosin2013

Provides deep code analysis capabilities for software repositories, enabling pattern detection, architecture understanding, and knowledge management through a FastAPI server with Qdrant vector database integration.

GitHub ↗PyPI ↗PulseMCP
12
Stars
0
Installs
0
Tools
N/A
Security

Server Info

Category
Dev
Deployment
N/A
npm Package
N/A
PyPI Package
mcp-codebase-insight
npm Downloads/Week
11
Source
PulseMCP
Published
N/A
Last Updated
5/7/2026

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.