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mcp_coordinator

Verified Safe

by angrysky56

Overview

Transforms MCP servers into importable Python libraries to enable efficient, scalable AI agent tool usage with local code execution and skills accumulation.

Installation

Run Command
uv run mcp-coordinator-server

Environment Variables

  • MCP_JSON
  • MCP_SERVERS_CONFIG
  • MCP_EXECUTOR_TYPE
  • OLLAMA_API_BASE
  • OLLAMA_MODEL
  • DOCKER_IMAGE
  • DOCKER_MEM_LIMIT
  • DOCKER_CPU_QUOTA
  • HF_TOKEN
  • E2B_API_KEY
  • MODAL_TOKEN_ID
  • MODAL_TOKEN_SECRET

Security Notes

The server is designed with a strong focus on security, utilizing `smolagents.LocalPythonExecutor` for sandboxed code execution. It explicitly defines `allowed_imports` and `denied_imports` (blocking `os`, `subprocess`, `sys`, `eval`, `exec`, `compile`, `__import__`). The `SecureExecutor` also implements network isolation (using `unshare --net` on Unix-like systems) and resource limits (CPU, memory). Skills are run in a subprocess for further isolation. While running arbitrary code always carries inherent risk, the extensive mitigation strategies employed place this server at a high security standard.

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Stats

Interest Score31
Security Score9
Cost ClassLow
Avg Tokens500
Stars1
Forks0
Last Update2025-11-22

Tags

MCPCode ExecutionAI AgentsTool OrchestrationPython Library Generation