agent-bridge logo
agent-bridge
★ 415
vs
TRACE logo
TRACE
★ 25

agent-bridge vs TRACE

agent-bridge: AgentBridge is a local bridge for bidirectional communication between Claude Code and Codex inside the same working session. A foreground MCP process talks to Claude Code, while a persistent background daemon owns the Codex app-server proxy.; TRACE: TRACE is a protocol for auditing decision provenance in AI-assisted scientific workflows. It records who proposed what, human or AI, and does not allow the AI to resolve its own proposal.

01

TL;DR

agent-bridge logo
agent-bridgeMCP Servers · ★ 415

Have Claude Code and Codex collaborate in one workflow

TRACE logo
TRACEMCP Servers · ★ 25

Audit who made each methodological decision in a research project

02

Side-by-Side Comparison

Field
agent-bridge logoagent-bridge
TRACE logoTRACE
Category
MCP Servers
MCP Servers
Stars
★ 415
★ 25
License
MIT
Apache-2.0
Install Command
npm install -g @raysonmeng/agentbridge
uv pip install -e ".[dev]"
Updated
1d ago
2w ago
Open Source
Yes
Yes
Tags
agent-collaboration, claude-code, cli
ai-transparency, audit-trail, claude-code
03

Features

agent-bridge logoagent-bridge
01Two-process architecture: foreground MCP bridge and persistent daemon
02Reconnects automatically with exponential backoff when Claude Code restarts
03Local developer tool, not a hosted or multi-tenant service
TRACE logoTRACE
01Event log of proposals, resolutions and retractions with provenance
02AI is not permitted to resolve its own proposals
03Works with Claude through MCP in a scoped session
04

Use Cases

agent-bridge logoagent-bridge
↳Have Claude Code and Codex collaborate in one workflow
↳Experiment with human-in-the-loop multi-agent setups
TRACE logoTRACE
↳Audit who made each methodological decision in a research project
↳Keep a transparent record of human and AI contributions
FAQ

FAQ

What is the difference between agent-bridge and TRACE?
Both agent-bridge and TRACE are in the MCP Servers category. agent-bridge has 415 stars, while TRACE has 25 stars.
Which is better, agent-bridge or TRACE?
The best choice depends on your use case. Choose agent-bridge if Have Claude Code and Codex collaborate in one workflow, and TRACE if Audit who made each methodological decision in a research project.
Is agent-bridge free or open source?
Yes, agent-bridge is open source on GitHub (MIT).
Is TRACE free or open source?
Yes, TRACE is open source on GitHub (Apache-2.0).
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