Agent Bridge: Orchestrating Local Coding Agents via MCP

RepositoryFeiZhuLulu/Agent-BridgeTool

Agent Bridge is an open-source Python tool connecting local coding agents using the Model Context Protocol (MCP). It allows users to interact with a single coordinator agent that delegates tasks to multiple specialized CLI worker agents.

Key points

  1. Connects coordinators (e.g. Codex, Cursor, Claude Code, Kimi Code, Devin) to worker agents (such as Antigravity CLI, Grok Build, DeepSeek Harness, OpenCode).
  2. Built with Python (3.11+) using the Model Context Protocol (MCP), distributed via uv.
  3. Operates purely through MCP and CLI interfaces (including ACP) without driving graphical interfaces.
  4. Extensible via an agents.toml configuration file to attach custom CLI-based agents.

Why it matters

Developers increasingly use specialized AI tools for distinct tasks. Agent Bridge provides a bridge via MCP, allowing developers to manage multiple local coding agents through a single preferred coordinator without manually switching between tools.

Analysis

The project tackles workflow fragmentation by abstracting agent-to-agent delegation behind standard protocols like MCP and ACP. Relying on CLI wrappers avoids the fragility of GUI automation. With roughly 31 stars as of September 2026, Agent Bridge is in an early, experimental development phase, making it primarily relevant for enthusiasts and developers exploring local multi-agent orchestration.

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Summary generated by AI (Gemini 3.8 Flash, 27 September 2026). It may contain errors – the original source is authoritative.

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