#1
AI observability platform for production LLM and agent systems.
4.3K starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add pydantic/logfireAlternatives
Future Agi alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
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.
100
Quality
96
Trust
1.2K
Stars
#2
An AI-powered next-generation open source real-time observability system.
7.3K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add apache/hertzbeat#3
0x.Tools: X-Ray vision for Linux systems
1.8K starsNov 25, 2025 pushdevopsPythonObservability
$ npx skills add tanelpoder/0xtools#4
LangSmith Client SDK Implementations
929 starsJun 16, 2026 pushdevopsPythonObservability
$ npx skills add langchain-ai/langsmith-sdk#5
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface.
1.3K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add theopenco/llmgateway#6
Apache Doris is an easy-to-use, high performance and unified analytics database.
15K starsJun 16, 2026 pushdevopsJavaObservability
$ npx skills add apache/doris#7
Zipkin is a distributed tracing system
17K starsApr 8, 2026 pushdevopsJavaObservability
$ npx skills add openzipkin/zipkin#8
AI gateway written in Go. Lightweight unified OpenAI-compatible API for OpenAI, Anthropic, Gemini, Groq, xAI & Ollama. LiteLLM alternative with observability, guardrails, streaming, costs and usage tracking.
946 starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add ENTERPILOT/GoModel#9
Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.
7.8K starsJun 15, 2026 pushdevopsGoObservability
$ npx skills add coroot/coroot#10
Open-source observability tool that uses AI agents to self-heal your software
829 starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add superloglabs/superlog#11
Complete open-source monitoring and observability platform.
7.2K starsJun 16, 2026 pushdevopsTypeScriptObservability
$ npx skills add OneUptime/oneuptime#12
OpenTelemetry Collector
7.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add open-telemetry/opentelemetry-collector#13
Grafana Mimir provides horizontally scalable, highly available, multi-tenant, long-term storage for Prometheus.
5.1K starsJun 16, 2026 pushdevopsGoObservability
$ npx skills add grafana/mimir#14
An application observability facade for the most popular observability tools. Think SLF4J, but for observability.
4.8K starsJun 15, 2026 pushdevopsJavaObservability
$ npx skills add micrometer-metrics/micrometer#15
Aya is an eBPF library for the Rust programming language, built with a focus on developer experience and operability.
4.6K starsJun 15, 2026 pushdevopsRustObservability
$ npx skills add aya-rs/aya#16
Easy token price estimates for 400+ LLMs. TokenOps.
2.0K starsSep 5, 2025 pushdevopsPythonObservability
$ npx skills add AgentOps-AI/tokencostHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Future Agi if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.