Related MCP Server Resources

Explore more AI models, providers, and integration options:

  • Explore AI Models
  • Explore AI Providers
  • Explore MCP Servers
  • LangDB Pricing
  • Documentation
  • AI Industry Blog
  • TxtAi Memory Vector Server
  • Powertools MCP Search Server
  • Python Codebase Analysis RAG System
  • IR Toolshed MCP Server
  • Gemini MCP Image Generation Server
Back to MCP Servers
MCP Codebase Insight

MCP Codebase Insight

Public
tosin2013/mcp-codebase-insight

A server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.

Verified
python
0 tools
May 29, 2025
Updated May 30, 2025
Configuration Requirements
none
Configure authentication and required variables to access this MCP server
Required Environment Variables
MCP_KB_STORAGE_DIR
Optional
string

Directory for knowledge base storage

Default: ./knowledge
MCP_DOCS_CACHE_DIR
Optional
string

Directory for caching documentation

Default: ./docs
MCP_DISK_CACHE_DIR
Optional
string

Directory for disk cache

Default: ./cache
MCP_ADR_DIR
Optional
string

Directory for architectural decision records

Default: ./docs/adrs
MCP_HOST
Optional
string

Host address for the MCP server

Default: 127.0.0.1
MCP_PORT
Optional
string

Port number for the MCP server

Default: 3000
QDRANT_URL
Optional
string

URL for the Qdrant vector database instance

Default: http://localhost:6333

Security Notice

Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.

Publicly Shared Threads0

Discover shared experiences

Shared threads will appear here, showcasing real-world applications and insights from the community. Check back soon for updates!

Share your threads to help others
Related MCPs5
  • TxtAi Memory Vector Server
    TxtAi Memory Vector Server

    Model Context Protocol (MCP) server implementation for semantic search and memory management using T...

    Added May 30, 2025
  • Powertools MCP Search Server
    Powertools MCP Search Server

    Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python,...

    2 tools
    Added May 30, 2025
  • Python Codebase Analysis RAG System
    Python Codebase Analysis RAG System

    An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, a...

    Added May 30, 2025
  • IR Toolshed MCP Server
    IR Toolshed MCP Server

    A Model Context Protocol server that provides network analysis tools for security professionals, ena...

    Added May 30, 2025
  • Gemini MCP Image Generation Server
    Gemini MCP Image Generation Server

    A Model Context Protocol server that provides image generation capabilities using Google's Gemini 2 ...

    1 tools
    Added May 30, 2025