关于
MCPR (Model Context Protocol Tools for R) addresses a critical limitation in current AI-assisted R programming: the stateless nature of AI agent execution. While traditional AI agents invoke `Rscript` for each command, hindering iterative and state-dependent data analysis, MCPR provides a robust framework. It allows AI agents to connect to and operate within a live R environment, preserving the workspace state across commands. This capability is essential for complex, multi-step analytical workflows that span hours or days, fostering more practical and efficient human-AI collaboration in R.
主要功能
- Persistent, interactive R sessions for AI agents
- JSON-RPC 2.0 communication protocol for reliable messaging
- Tool-based API for executing R code, creating plots, and managing sessions
- Advanced graphics subsystem with `httpgd` integration and intelligent token management
- Session discovery and management for local R environments
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使用案例
- Executing complex, multi-step analytical tasks with continuous AI assistance
- Enabling AI agents for iterative and stateful data analysis in R
- Facilitating collaborative human-AI R programming workflows
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