Products

TMA1

Uses AIMCPSkill

Close the looparound your agent.

tma1.ai Source★ 21AI Models & Agents / Prompts, Evals & LLM Observability

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
Free
No monthly subscription pricing
Creators
killme2008
GitHub @tma1-ai
Launched
8mo ago
2026-03-22 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events4 changes · 1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Show HN (2 pts)Launch

    TMA1 – Local-first observability for LLM agents — Hi HN I built TMA1 because I wanted better understanding of what coding agents are actually doing — token/cost usage, tool calls, latency,…

    Mar 22 · 8mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2026-03-22Source
Post excerpt:
Hi HN I built TMA1 because I wanted better understanding of what coding agents are actually doing — token/cost usage, tool calls, latency, failures, full session replays, etc. The most important part is that I don't want to sign up for or send data to any cloud service. And of course it's opensourced: https://github.com/tma1-ai/tma1

Open Source & Agent Ecosystem

GitHub · MCP / Skill
tma1-ai/tma1
Last commit 2026-09-18
GitHub Stars
★ 21
Forks
1
License
See repository
Primary language
Go
Browse peer open-source projects →

Agent, MCP & Developer Integration

MCP ServerAgent Skill
Integration docs
Ecosystem & integrations:
Claude CodeCodexCopilot CLIOpenCodeClaude
Exposed tool capabilities:
Agent MonitoringToken TrackingInspect what happenedCompare runsSearch recorded messagesRetrieve earlier conversations
Browse all MCP Server products →

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct39%
  • Organic Search31%
  • Referrals12%
  • Social8%
  • Other10%

Countries

  • Serbia100%

Search

Domain authority —Domain registered 2026-03-12

KeywordMonthly volume
taomate680
tma1450
openfuse270
@tma_dev0

Traffic data: Vaneform

Pricing

Pricing page not identified yet, or no public pricing listed.

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots
tma1.ai/ Snapshot 2026-11-03

Changes

  1. Nov 3 · 12d ago

    Product format no longer mentioned: CLIFeatures

    cli→—

  2. Nov 3 · 12d ago

    Product format no longer mentioned: WebFeatures

    web→—

  3. Nov 3 · 12d ago

    Homepage title changed to “local-first agent observability”Positioning

    local-first observability your agent reads back→local-first agent observability

  4. Nov 3 · 12d ago

    Homepage tagline changed to “Close the looparound your agent.”Positioning

    A monolith in your agent’s loop.Silent until it talks back.→Close the looparound your agent.

Questions & evidence

How much website traffic does TMA1 get?
Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is TMA1 and what platforms does it support?
TMA1 is catalogued under Prompts, Evals & LLM Observability: Close the looparound your agent.. Supported platforms: MCP Server.
Is TMA1 open source?
TMA1 has a public repository (https://github.com/tma1-ai/tma1) with its source repository published, recording 21 GitHub stars.Source

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