ProdE

ProdE

Your 24/7 production engineer that preserves context across multiple codebases.

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Overview

ProdE MCP Server bridges the gap between your codebase and AI coding assistants by providing deep contextual understanding of your repositories. Instead of generic code suggestions, it returns AI responses that reflect your real project structure, patterns, and history across multiple codebases. It enables cross-repository querying to reveal how components span frontend, backend, and mobile services, improving accuracy and reducing hallucinations. Core capabilities include cross-repository insights, improved AI accuracy through project-aware context, and contextual code understanding that uses actual codebases rather than examples. The server supports secure integration with token-based authentication and encrypted communication, and it is compatible with 8+ popular coding assistants and editors. Use cases include onboarding and system understanding across 15+ microservices, cross-repo API integration discovery, multi-repo impact analysis for refactors, distributed system bug investigation, and cross-project architecture pattern analysis. Quick Start covers connecting a Git provider, adding repositories to the knowledge layer, retrieving an MCP authentication token, and selecting integrations. Configuration examples show how to register the MCP server for Cursor, VS Code Copilot, Cline, Windsurf, and OpenHands.

Details

Owner
CuriousBox-AI
Language
License
GNU Affero General Public License v3.0
Updated
2025-12-07

Features

Cross-Repository Insights

Query across multiple codebases simultaneously to reveal cross-repo relationships and patterns.

Improved AI Accuracy

AI understands your project structure and patterns to deliver more relevant, context-aware responses.

Contextual Code Understanding

AI assistance is grounded in your actual codebase, not generic examples.

Secure Integration

Token-based authentication with encrypted communication for safe connections.

Wide Tool Compatibility

Supports 8+ popular coding assistants and editors.

Audience

Onboarding engineersOnboard quickly by understanding authentication flows and service interactions across 15+ microservices.
API engineersDiscover API definitions, usage examples, and integration patterns across repositories.
Platform teamsEvaluate cross-repo impact of refactors and shared utilities across 20+ repositories.
SRE/DevOpsTrace distributed data flow and debugging across services during incidents.
ArchitectsCross-project architecture pattern analysis and caching strategy evaluation.

Tags

cross-repositorycontextual-understandingcodebaseAImulti-repointegrationauthenticationsecuritycoding-assistantstool-compatibilitymicroservicesknowledge-layer