dreamteam-for-development
Verified Safeby seanshin0214
Overview
Provides a RAG-based knowledge retrieval server for development teams, offering expert persona-specific information and coding best practices via the Model Context Protocol (MCP).
Installation
python /path/to/dreamteam-for-development/src/server.pyEnvironment Variables
- PYTHONIOENCODING
- PYTHONUTF8
- PYTHONUNBUFFERED
Security Notes
The core server logic appears safe, primarily focused on data retrieval from a local vector store. No 'eval' or similar dangerous functions are used in the main server or data loading logic. The server exposes specific, well-defined tools. One example persona file (`security_lead.md`) contains a hardcoded `SECRET_KEY` (with a warning to change it), which is an example of a potentially unsafe pattern if copied directly, but not a vulnerability within the server's own code. The code snippets in persona files promote good security practices (e.g., parameterized queries, input sanitization).
Similar Servers
docs-mcp-server
The Documentation MCP Server indexes documentation from web sources, local files, and package registries, making it searchable via the Model Context Protocol (MCP) and providing semantic search capabilities to AI coding assistants.
context-portal
Manages structured project context for AI assistants and developer tools, enabling Retrieval Augmented Generation (RAG) and prompt caching within IDEs.
qdrant-loader
A Model Context Protocol (MCP) server that provides advanced Retrieval-Augmented Generation (RAG) capabilities to AI development tools by bridging a QDrant knowledge base for intelligent, context-aware search.
viberag
Local codebase semantic search (RAG) for AI coding assistants via MCP server.