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An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Future Agi

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

GitHub ↗Website ↗Apache-2.0⚡ Inference

At a glance

Is this tool relevant to you?

What it does

Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.

May suit

People who need to run, serve, or optimize AI models.

Before you try it

The repository reports a Apache-2.0 license. Setup difficulty and device support still need to be checked upstream.

Evidence & freshness

What we know, and how recently we checked

Needs recheck· 2026-09-07 09:36 UTC

This wider directory record has not passed catalog verification and its last sync is outside the expected refresh window.

Source
Automated project sync
Checked
2026-09-07 09:36 UTC
Snapshot evidence level
Limited confidence
Maintenance signal
Healthy69/100

Generally healthy automated signals, with some areas worth checking in the breakdown.

The health score is an automated maintenance signal, not a security audit or a guarantee that the tool fits your needs.

How verification and health scoring work

Catalog-verified records use a timestamped GitHub snapshot that passed source and completeness checks. Basic listings come from the wider automated sync and have not yet passed that stronger verification path.

Health combines recent activity, commit frequency, issue handling, contributor depth, release cadence, documentation, and community signals. Missing evidence lowers how much confidence you should place in the number.

Read the full methodology →
⭐
1.8K
Stars
🍴
538
Forks
👥
65
Contributors
💚
Healthy69/100
Health Score

Star History

Not enough data for chart

Health Score Breakdown

Star Momentum
0
Commit Frequency
100
Issue Health
40
Contributors
100
Release Cadence
50
Documentation
100
Community Signal
100

Project Info

Language
Python
License
Apache-2.0
Last Commit
2026-08-23 00:43 UTC
Last Release
v1.29.0 (2026-08-19 05:46 UTC)
Open Issues
746
Bus Factor
6
Commits/Week
212.4
Avg Issue Close
25.5 days
ai-agentsai-evalsai-gatewayai-optimizationai-simulationsevaluation-frameworkguardrailshallucination-detectionllmllm-evaluationllm-observabilityllmopsmodel-evaluationobservabilityopentelemetryragrag-evaluationsimulationtelemetrytracing

Project Badge

Embed a live health badge in a README or docs page.

Future Agi AI Tools Scout badge
[![AI Tools Scout](https://ai-tools-scout.com/api/badge/future-agi?metric=health&style=shield)](https://ai-tools-scout.com/projects/future-agi)

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