Integrations

Connect every part of your agent stack.

Capture privacy evidence from the frameworks, protocols, repositories and infrastructure you already use. One normalized trace, without replacing your runtime.

Explore integrations

Agent frameworks

Capture model calls, tools, memory, handoffs and outputs directly from the runtimes your agents already use.

Available

LangChain

By LangChain

Capture tools, model output and agent actions through the AgentLeak callback.

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Available

LangGraph

By LangChain

Convert graph state, routed handoffs and node output into one ordered privacy trace.

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Available

CrewAI

By CrewAI

Attach step and task callbacks while preserving which crew and agent handled each value.

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Available

Pydantic AI

By Pydantic

Normalize typed message history, tool calls and structured responses for analysis.

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Available

smolagents

By Hugging Face

Ingest agent steps and tool observations without coupling the runtime to the analyzer.

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Available

Google ADK

By Google

Turn ADK event lists and sub-agent routing into trace-linked privacy evidence.

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Code & repositories

Put deterministic privacy evidence next to the exact commit, branch and merge gate that can fix it.

Available

GitHub Actions

By GitHub

Run AgentLeak on every pull request and block merges when a policy threshold is crossed.

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Available

GitLab CI

By GitLab

Add the same deterministic privacy gate to GitLab pipelines and protected branches.

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Protocols & telemetry

Normalize open protocols and exported spans into AgentLeak’s auditable eight-channel trace model.

Available

Model Context Protocol

By MCP

Capture MCP tool requests, responses and server boundaries as first-class channels.

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Available

OpenTelemetry

By OpenTelemetry

Translate OTLP and OpenInference spans while retaining source, target and trace order.

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CI & infrastructure

Run locally, in containers or in any CI runner without moving sensitive traces to another vendor.

Available

Docker

By Docker

Self-host the complete platform or run isolated scans beside your existing services.

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Coming soon

Native workflow connectors planned for teams that want findings delivered where they already investigate and ship.

Coming soon

GitHub App

By GitHub

Inline pull-request annotations, repository onboarding and managed status checks.

Coming soon

GitLab App

By GitLab

Native merge-request findings and project-level privacy policy management.

Coming soon

Sentry

By Sentry

Turn agent privacy findings into trace-linked issues alongside production errors.

Coming soon

Datadog

By Datadog

Correlate AgentLeak evidence with agent observability, service traces and release events.

Coming soon

Jira

By Atlassian

Create remediation work with the affected file, channel, trace and policy already attached.

Build your own

Any runtime can produce an AgentLeak trace.

The generic recorder, JSON trace contract and OpenTelemetry ingestion path cover custom frameworks and internal agent platforms.

Open integration guides