localmcp
一个带有时间序列分析和大语言模型集成的本地模型上下文协议（MCP）服务器实现。
Repository Info
About This Server
一个带有时间序列分析和大语言模型集成的本地模型上下文协议（MCP）服务器实现。
Model Context Protocol (MCP) - This server can be integrated with AI applications to provide additional context and capabilities, enabling enhanced AI interactions and functionality.
Documentation
LocalMCP
A local Model Context Protocol (MCP) server implementation with time series analytics capabilities and LLM integration.
Features
- JSON-RPC API for standardized communication
- Time series data analysis with SQLite backend
- LLM integration using llama.cpp
- Manufacturing metrics analysis and monitoring
- Enterprise-grade error handling and logging
Setup
- Install dependencies:
pip install -r requirements.txt
- Set up environment variables:
LLAMA_MODEL_PATH=/path/to/your/model.gguf
SQLITE_DB_PATH=timeseries.db
- Run the server:
python mcp_server.py
- Run the test script:
python test_mcp.py
API Endpoints
/api/v1/mcp- Main JSON-RPC endpoint/health- Health check endpoint
Available Methods
mcp.get_information- Get LLM analysismcp.tool_call- Execute analytics toolsmcp.discover- List available tools and capabilities
Quick Start
Clone the repository
git clone https://github.com/mitkox/localmcpInstall dependencies
cd localmcp
npm installFollow the documentation
Check the repository's README.md file for specific installation and usage instructions.
Repository Details
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