---
title: "TMAI"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "http://toolvitals.com/tools/tmai/"
jsonUrl: "http://toolvitals.com/api/agent/tools/tmai"
indexable: true
---

# TMAI

Monitor and control multiple AI agents running in parallel.

## Decision context

- Status: active
- ToolVitals score: 76/100
- Health score: 78/100
- Shipping score: 72/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 85/100
- Last evidence check: 2026-09-13

## Classification

- Use case: AI Agent Tools (ai-agent-tools)
- Category: Developer Tools (developer-tools)
- Tool mode: Cli Tool
- Openness: OSI-approved OSS
- License: MIT
- Tags: agents, monitoring, cli, open-source, ai, automation, claude, claude-code, codex, developer-tools, rust-lang, terminal, tmux, tui, ai-agents, agent-orchestration

## Public repository signals

- Repository: [trust-delta/tmai](https://github.com/trust-delta/tmai)
- Stars: 7 (adoption context only)
- Forks: 4
- Open issues: 4
- Last commit date: 2026-09-07
- Releases in 90 days: 0

## Source receipts

- [Official website](https://crates.io/) — checked 2026-09-13
- [Source repository](https://github.com/trust-delta/tmai) — checked 2026-09-13

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.