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flightdeck
flightdeck is an open-source observability and control plane that streams AI agent telemetry to a live dashboard.
Flightdeck is a self-hosted observability and control plane designed for production and coding agents. It streams every LLM call, MCP event, and tool call to a per-agent timeline and a live fleet-wide feed. Users can set token budgets, apply MCP allow and block rules, and deliver live directives. The platform supports Claude Code, CrewAI, and LangGraph through a Python sensor package or plugin. It provides analytics on token consumption, latency, and cost while remaining self-hosted under the Apache 2.0 license.
flightdeck at a glance
- Best for: Software engineer
- Runs on: Web, self-hosted, open source
- Pricing: Free and open source under the Apache 2.0 license.
- Released: October 2026
- Category: AI agent tool
- Website: flightdeck-hq.com
Key features
- Stream agent telemetry to a live fleet-wide feed
- Enforce central token budgets with automated actions
- Stop agents instantly using dashboard kill switches
- Control allowed MCP servers per agent flavor
- View multi-agent runs as hierarchical trees
- Analyze token consumption, latency, and costs
- Inspect individual events on per-agent timelines
Use it for
- Monitor live LLM calls and tool uses for production agents
- Enforce token budgets and swap models automatically
- Block unrecognized or misconfigured MCP servers
- Manage multi-agent runs and sub-agent trees
Alternatives to flightdeck
- Agent Cockpit — It checks evidence chains deterministically so broken claims never slip by unnoticed.
- CodePilot — Consolidates multiple AI agents and local model connections in one workspace.
- AgentOps — Track token usage, costs, and traces across 400 plus LLMs and agent frameworks.
- Mission Control — Consolidates multi-agent operations, task boards, and telemetry into one self-hosted dashboard.
- Agent Squad — Runs multi-agent orchestration in Python, TypeScript, and locally on Apple devices.
- VoltAgent — Offers open-source flexibility with built-in supervisor agent orchestration and RAG.
- Runway — Control Claude Code and Codex sessions on local or cloud machines from any phone.
- Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps
- Agent Beacon — Retains coding agent knowledge across tools so errors do not repeat.
- CopilotKit — Connects your application to AI agents with generative UI and human approvals.
- Webwright — Enables code-based web automation with reusable and rerunnable scripts.
- FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
All flightdeck alternatives