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Agent Replay Debugger MCP — record every agent step + replay deterministically. Step-debugger for agentic loops. Audit-evidence signed exports. By MEOK AI Labs.

Project description

Agent Replay Debugger MCP

🧱 Part of the MEOK A2A Substrate (£499/mo)

See meok.ai/a2a.

Step-debug an agent run — deterministic replay + signed audit evidence

PyPI License: MIT

What this does

Record every action an agent takes (inputs, outputs, timestamps, costs) so you can REPLAY the run deterministically afterward. Step through each action like a debugger. Filter, search, branch from any step. Sign the recording for audit evidence.

Pairs with bft-progress-council-mcp (real-time loop halting) and agent-audit-logger-mcp (audit-chain submission).

Tools

Tool Purpose
start_recording(goal, session_id?, agent_id?) Open new recording
record_step(session_id, action, input?, output?, model?, tokens?, ms?) Log one step
replay_step(session_id, step_idx) Re-fetch a step
timeline(session_id, model_filter?, tag_filter?) Full ordered timeline
branch_from(session_id, step_idx, new_action) Alternative branch
search_steps(session_id, query) Free-text step search
export_recording(session_id, format) JSON or markdown export
sign_recording(session_id) HMAC-sign for audit submission

Use cases

  • Debug why an agent burned £20 on a £0.50 task
  • Reproduce a customer-reported wrong-answer bug
  • Audit evidence: prove what an agent did, to whom, when
  • Train next-gen agents on senior-agent traces
  • Forensic post-mortems after prompt-injection incidents

Sister MCPs

  • bft-progress-council-mcp — real-time loop halt
  • agent-token-budget-mcp — spend cap
  • agent-audit-logger-mcp — audit-chain submission
  • agent-cost-allocator-mcp — multi-tenant chargeback

Full catalogue: meok.ai/anthropic-registry

Pricing

Option Price
Self-host MIT £0
Universal PAYG £29/mo + £0.0002/call
A2A Substrate £499/mo
Universe £1,499/mo
Defence £4,990/mo

Buy: https://meok.ai/a2a

Licence

MIT. By MEOK AI Labs (CSOAI LTD, UK Companies House 16939677).

💸 Try MEOK in 30 seconds — instant buy ladder

Tier Price What you get Stripe
Smoke test £1 Signed sample MCP-Hardening report + Article 50 PDF https://buy.stripe.com/dRmcN75ScdQS7oh1Uc8k90U
Quick Kit £9 EU AI Act Article 50 implementation guide (C2PA + EU-Icon) https://buy.stripe.com/cNi00la8s1460ZT0Q88k90V
Founder Call £29 30-min 1-on-1 with the founder https://buy.stripe.com/8x228ta8s6oqbExaqI8k90W

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

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