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conductor-tasks

by hridaya423

Overview

An intelligent assistant for developers to transform requirements into actionable tasks, generate implementation plans, track progress, and accelerate development, leveraging multiple LLMs and integrating into an editor via MCP or as a CLI.

Installation

Run Command
npx conductor-tasks --serve-mcp

Environment Variables

  • ANTHROPIC_API_KEY
  • OPENAI_API_KEY
  • MISTRAL_API_KEY
  • GROQ_API_KEY
  • GEMINI_API_KEY
  • XAI_API_KEY
  • PERPLEXITY_API_KEY
  • OLLAMA_ENABLED
  • OPENROUTER_API_KEY
  • DEFAULT_LLM_PROVIDER
  • IDE
  • LOG_LEVEL
  • WORKSPACE_FOLDER_PATHS

Security Notes

The server heavily interacts with the local filesystem (reading/writing TASKS.md, creating/managing IDE-specific rule files, performing codebase analysis, and generating/proposing diffs for code changes). This grants significant power, which, if misused or exploited via prompt injection, could lead to unintended or malicious file operations within the workspace. However, the system includes some mitigations like path normalization, explicit file path parameters for sensitive operations, and a hash check for `propose-diff` to prevent applying changes to modified files. API keys are managed via environment variables, not hardcoded. No direct use of `eval` or obvious obfuscation was found in the truncated source.

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Stats

Interest Score48
Security Score6
Cost ClassHigh
Avg Tokens2000
Stars58
Forks5
Last Update2025-12-06

Tags

task-managementai-assistantllm-integrationdevelopment-workflowmcp-server