nl-to-tools-mapper
CommunityNL input to MCP tools with JWT context.
Software Engineering#authentication#jwt#nlp#task-management#multistep#tool-mapping#intent-recognition
Authorsarimofficial
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill guides an AI agent to map natural language user input to MCP tool calls and to extract user context (email) from JWT, enabling secure and context-aware task-management automation.
Core Features & Use Cases
- NL Mapping: Convert natural language into MCP tool calls (e.g., "add_task", "list_tasks") with optional parameter extraction.
- Intent Recognition: Identify user intent (add, list, update, delete, complete) to route to the correct tool.
- Tool Chaining: Support multi-step sequences, such as listing tasks then acting on them.
- User Context: Extract user identity from JWT and incorporate it into responses and actions.
Quick Start
- Try: "Add task: Buy groceries" and confirm it maps to add_task with title "Buy groceries" using the JWT user.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: nl-to-tools-mapper Download link: https://github.com/sarimofficial/HackathonlPhase-IV-AI-Powered-Kubernetes-Deployment-Minikube-Helm-kubectl-ai-Kagent-Gordon/archive/main.zip#nl-to-tools-mapper Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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