REDDIT · REDDIT// 5d agoPRODUCT LAUNCH

AgentLens drops unified tracing for multi-agent setups

AgentLens is an open-source observability platform designed to trace, debug, and track costs across complex multi-agent workflows involving both local and cloud models. It provides a unified dashboard, CLI, and MCP server for in-session querying to simplify agent orchestration debugging.

// ANALYSIS

AgentLens addresses a critical pain point in AI development: the operational blind spot created when orchestrating tasks across fragmented local and cloud models. By prioritizing self-hosting and inline developer tools, it fits naturally into modern engineering workflows.

–Unified tracing across local (Ollama, vLLM) and cloud (Anthropic, OpenAI) models eliminates siloed logging
–Includes an MCP server and CLI tool, allowing developers to query trace data directly from their editor without context switching
–Novel cost tracking converts local compute time into estimated costs for a holistic view of workflow expenses
–Self-hostable architecture ensures sensitive telemetry and prompt data remains on the developer's machine

// TAGS

agentlensagentllmmlopsmcpcliopen-sourceself-hosted

DISCOVERED

5d ago

2026-04-06

PUBLISHED

5d ago

2026-04-06

RELEVANCE

8/ 10

AUTHOR

AdUnlucky9870