observability & monitoring

Cost Tracking

Monitors and budgets LLM usage costs per run.

[ 7 products have this capability ]

[ products with this capability ]

CrewAI

CrewAI

The Agent Management Platform

[  yes  ] [  score · 49  ]
Gumloop

Gumloop

Build AI agents for work

[  yes  ] [  score · 44  ]
Lindy

Lindy

The Ultimate AI Assistant For Work

[  yes  ] [  score · 43  ]
OpenClawCloud

OpenClawCloud

Everything you need, nothing you don't

[  yes  ] [  score · 43  ]
CrewAI AMP

CrewAI AMP

The Agent Management Platform

[  yes  ] [  score · 39  ]
PromptShuttle

PromptShuttle

Agent Orchestration API

[  yes  ] [  score · 33  ]
RunCrew

RunCrew

AI employees that work for you.

[  yes  ] [  score · 28  ]

[ relevant categories ]

[  AI Agent Orchestration  ]

[ related capabilities ]

[  Tracing & Logging  ] [  Workflow Visualization  ] [  Performance Metrics  ]

See all capabilities in the canonical index, or read the listing policy for what each kind requires as evidence.