🔥 wredis-mcp
Transform your AI Agents into expert WRedis Architects.
wredis-mcp is a professional Model Context Protocol (MCP) server that bridges the gap between AI Agents (Claude, Gemini, OpenCode) and WRedis. It empowers agents to search, design, and deploy high-performance Redis-backed services following strict industry-standard patterns.
✨ Key Features
- 🔍 Expert Pattern Catalog: Query production-ready patterns across all WRedis data structures (Hash, Queue, Stream, Pub/Sub, SortedSet, Geo, Bitmap, HyperLogLog, Pipeline, Transaction, Cache, HA).
- 🏗️ Strict Architecture Enforcement: Guides AI to output clean code using mandatory
config/,cache/,repositories/, andmain.pyfolder structures. - 📘 Architect's Manual: Built-in expertise for Monolith-to-Redis refactoring, TTL management, key naming, and atomicity patterns.
- 💻 Unified CLI: Manage your MCP service with simple commands:
run,start,stop, andconfig. - 🛡️ Privacy First: 100% local execution via
stdioorSSE.
🚀 Quick Start
1. Installation
Clone the repository and run the automated installer, or install via pip:
pip install -e .
2. Integration
Get your agent-specific configuration block and installation commands by running:
wredis-mcp config
The CLI will dynamically detect your Python environment and provide exact copy-paste commands for Gemini CLI (e.g. gemini mcp add ...) and JSON blocks for Claude Desktop.
🛠️ CLI Usage
| Command | Description |
|---|---|
wredis-mcp run |
Start the server in stdio mode (default for agents). |
wredis-mcp start |
Start as an SSE server in the background. |
wredis-mcp stop |
Stop the background server. |
wredis-mcp config |
Generate and save JSON config to .agents/wredis-mcp.json. |
wredis-mcp config --print |
Show JSON configuration in stdout (no file creation). |
wredis-mcp help |
Show available tools and commands. |
🛠️ MCP Tools
| Tool | Description |
|---|---|
get_wredis_architect_blueprints |
Copy-pasteable expert code for caching, queues, streams, sessions and atomic transactions. |
search_wredis_pattern |
Search the official/community catalog for production-ready Redis patterns. |
deploy_wredis_scaffolding |
Deploy a professional WRedis project structure (config/, cache/, repositories/, main.py). |
get_wredis_architect_manual |
Expert manual for building high-performance Redis-backed systems. |
📂 Project Structure
src/wredis_mcp/: Core server logic and tools.src/wredis_mcp/catalog.py: Pattern catalog synchronization with local fallbacks.src/wredis_mcp/templates.py: Professional boilerplate definitions.examples/: Sample implementations and use cases.
📄 License
MIT License - Crafted with ❤️ by William Rodriguez (wisrovi).
1 maintainer
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