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csoai-org avatar

Agent Replay Debugger Mcp

csoai-org/agent-replay-debugger-mcp

Built for debugging agentic workflows step by step. Gives you three core operations: start_recording to capture a session, record_step to log each action with state snapshots, and replay_step to deterministically rerun individual steps or entire sequences. The big win is deterministic replay, so you can reproduce bugs without guessing what the agent was thinking three steps ago. Ships with EU AI Act compliance hooks baked in (audit trails, transparency logging), which matters if you're building anything that needs to explain itself later. Install via pip or uvx, runs over stdio. Reach for this when your agent chain breaks in production and you need more than print statements to figure out why.

last updated
Jun 10, 2026
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Sponsors

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Readme

MCP Scorecard: 88/100

mcp-name: io.github.CSOAI-ORG/agent-replay-debugger-mcp

Agent Replay Debugger MCP

MEOK AI Labs EU AI Act License PyPI

Agent Replay Debugger MCP - step-debug + deterministic replay + signed audit evidence

Agent Replay Debugger MCP - step-debug + deterministic replay + signed audit evidence. MIT. By MEOK AI Labs.


๐Ÿš€ Quick Start

# Install via pip
pip install agent_replay_debugger_mcp

# Or install via Smithery
npx -y @smithery/cli@latest install agent-replay-debugger-mcp --client claude

โœจ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

๐Ÿ“– Documentation

  • Full Documentation
  • API Reference
  • EU AI Act Compliance Guide

๐Ÿ›ก๏ธ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • โœ… Article 9 โ€” Risk Management System
  • โœ… Article 13 โ€” Transparency & Instructions for Use
  • โœ… Article 15 โ€” Bias Detection & Testing
  • โœ… Article 26 โ€” FRIA Support (where applicable)
  • โœ… Article 50 โ€” AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic โ†’

๐Ÿข Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo โ€” Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo โ€” Custom dev + SLA + Dedicated support

View Pricing โ†’ | Contact Sales โ†’

๐Ÿค Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem โ€” 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

๐Ÿ“œ License

MIT ยฉ CSOAI-ORG


Built with ๐Ÿ’œ by MEOK AI Labs ยท UK Companies House 16939677

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

{
  "mcpServers": {
    "agent-replay-debugger-mcp": {
      "command": "uvx",
      "args": ["agent-replay-debugger-mcp"]
    }
  }
}

Or: pip install agent-replay-debugger-mcp then run the agent-replay-debugger-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use start_recording to โ€ฆ"
  • "Use record_step to โ€ฆ"
  • "Use replay_step to โ€ฆ"

See also

MEOK compliance MCP fleet: agent-commerce-protocol-mcp, agent-cost-allocator-mcp, agent-identity-trust-mcp, agent-orchestrator-mcp, agent-x402-paywall-mcp

Details

Repository
github.com/csoai-org/agent-replay-debugger-mcp
Category
AI & LLM Tools
Package
agent-replay-debugger-mcp
Transport
STDIO, HTTP
Registry
MCP registry, active

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