databuff — not yet audited

Q: What is databuff?

databuff is Databuff is an open-source, AI-native ,OpenTelemetry-native APM tool , with multi-agent root-cause analysis across traces, metrics, and service topology. It is categorized as a Agent Tool with 600 GitHub stars.

Q: What programming language is databuff written in?

databuff is primarily written in Java. It covers topics such as ai, ai-native, aiops.

Q: How do I install or use databuff?

You can find installation instructions and usage details in the databuff GitHub repository at github.com/databufflabs/databuff. The project has 600 stars and 120 forks, indicating an active community.

Q: What license does databuff use?

databuff is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

Q: What are the best alternatives to databuff?

The top alternatives to databuff on Agent Skills Hub include ongrid, trpc-agent-go, langtrace. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

by databufflabs · Agent Tool · ★ 600

Last updated: 2026-08-22 · Indexed by AgentSkillsHub · Auto-synced every 8h

About databuff

   DataBuff — AI-Native APM Built On Opentelemetry Mission: build the strongest OpenTelemetry APM backend AI-native · OTLP-native · multi-agent out of the box · self-hosted traces, metrics, topology Live Demo  ·  Documentation  ·  Open Source APM  ·  简体中文  ·  Community <img src="docs/images/databuff-demo-en.gif" alt="DataBuff demo: AI chat, servic

ai ai-native aiops apm application-monitoring devops distributed-tracing ebpf java llm-observability

Quick Facts

Stars	600
Forks	120
Language	Java
Category	Agent Tool
License	AGPL-3.0
Quality Score	54.0431458849492/100
Open Issues	13
Last Updated	2026-08-22
Created	2026-06-18
Platforms	java
Est. Tokens	~16k

Compatible Skills

These tools work well together with databuff for enhanced workflows:

kieker — semantic(0.41)+rare_topics+same_lang+similar_pop+shared_platform (63%)
signoz — semantic(0.47)+complementary+rare_topics (56%)
reshapr — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
agent-skills — semantic(0.30)+complementary+rare_topics+similar_pop (54%)
opsrobot — semantic(0.30)+complementary+rare_topics+similar_pop (54%)

databuff alternative? Top 6 similar tools

Looking for a databuff alternative? If you're comparing databuff with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

ongrid by ongridio · ⭐ 1.1k
An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, T
trpc-agent-go by trpc-group · ⭐ 1.8k
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, eva
langtrace by Scale3-Labs · ⭐ 1.2k
Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, prov
clawmetry by vivekchand · ⭐ 421
See your agent think. Zero-config observability & governance for 30 AI agent runtimes: Claude Code, OpenAI Cod
nudgebee by nudgebee · ⭐ 397
Unified CloudOps platform with AI-SRE, AI-FinOps, AI-K8sOps, and the Agentic Automation Builder without fragme
aura by mezmo · ⭐ 386
AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs,

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Frequently Asked Questions

What is databuff?

databuff is Databuff is an open-source, AI-native ,OpenTelemetry-native APM tool , with multi-agent root-cause analysis across traces, metrics, and service topology. It is categorized as a Agent Tool with 600 GitHub stars.

What programming language is databuff written in?

databuff is primarily written in Java. It covers topics such as ai, ai-native, aiops.

How do I install or use databuff?

You can find installation instructions and usage details in the databuff GitHub repository at github.com/databufflabs/databuff. The project has 600 stars and 120 forks, indicating an active community.

What license does databuff use?

databuff is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to databuff?

The top alternatives to databuff on Agent Skills Hub include ongrid, trpc-agent-go, langtrace. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools