Our MCP is your key
to infinite customization

Infrastructure building blocks that scale

Infrastructure

  • Scheduler
  • Data-lake
  • Auth
  • API
  • SDK
  • Charting engine
  • HiL integration
  • Foxglove integration

Concepts

  • Experiments
  • Test Suites
  • Evals
  • Events
  • Snippets
  • Sessions
  • Reports
  • Batches

Skills

  • Model Evaluation
  • Chart Design
  • UI/UX
  • Event detection
  • MCAP extraction
  • Snippeting
  • Autotagging

Build stable evals infra
faster on SignalFlag

Complete access to SignalFlag infra

SignalFlag’s MCP is purpose-built to give you full access to the foundational infrastructure and tooling used by our team. This means our expertise is your expertise and the nuances of your team’s unique workflows are accommodated.

MCP Tools built for token efficiency

Your robots, problem space, and workflows are unique. Your test infrastructure shouldn’t be. Don’t reinvent the wheel. SignalFlag’s robotics-first MCP Tools cut token spend on infra creation and maintenance to 10% of a from-scratch integration.

MCP Skills built by roboticists

Built by our roboticists for robotics workflows, SignalFlag’s MCP skills let you reuse proven real-world informed evaluation logic instead of rebuilding it from scratch. Start with tested patterns, customize them easily, and quickly get to reliable results.

Build with stable components

SignalFlag’s MCP guides your agent to use stable, well-tested components for common steps in robot evaluation workflows. That means less generated code, fewer failures, and less to maintain compared with building from scratch. It just works.

Case Study

From field event to automated eval
in 5 minutes with our MCP

  1. Debug once, automate forever

    Connect to SignalFlag’s MCP to analyze logs, tests, and results in your agent’s preview. Push learnings back to your data model. Future analyses run automatically.

  2. Your evals, your code, and your agent

    Close the loop on test issues by giving your coding agent the full set of results. Pinpoint the exact spots that need attention and recommend fixes directly.

  3. Create and run tests in plain language

    Unsure what to test? Describe the scope in plain language and let your agent execute. Save your bandwidth for the robotics problem you set out to solve.

  4. Coverage analysis &
    longitudinal reporting

    Your logs, results, and metrics are ready. Ask your agent qualitative questions to quickly uncover trends across batches and get data-driven answers.

Get started with SignalFlag

Start for free