Home / Agent Debugging & Replay
Invariant Labs
Agent trace analysis and security scanning (incl. MCP tool-poisoning research), with an Explorer UI for debugging agent runs.
| Category | Agent Debugging & Replay |
| OpenTelemetry-native | No (proprietary SDK/format) |
| Open source | Yes |
| Self-hostable | Yes |
| Pricing model | freemium |
| Pricing notes | OSS analyzer/Explorer; commercial via Snyk after acquisition |
| Framework integrations | openai-sdk, anthropic, mcp, swarm |
| Funding / ownership | Acquired by Snyk (2025); ETH Zurich spin-off |
| GitHub stars | 427 |
| Maintenance | slow (2026-01-12) |
| License (GitHub) | Apache-2.0 |
| Open issues | 11 |
| Maturity signal | 60/100 (Established) — computed from public GitHub signals, see methodology |
Pricing/feature source: https://invariantlabs.ai
Maturity signal is computed from public GitHub data only. How it is calculated.
Frequently asked questions
Is Invariant Labs open source?
Yes. Licensed under Apache-2.0.
Can I self-host Invariant Labs?
Yes — Invariant Labs can run in your own infrastructure.
Is Invariant Labs OpenTelemetry-native?
No — Invariant Labs relies on a proprietary SDK/format rather than native OpenTelemetry.
How much does Invariant Labs cost?
Freemium. OSS analyzer/Explorer; commercial via Snyk after acquisition