Connection map / 20 adapters
Bring your stack. Keep the standard.
Providers, frameworks, runtimes and alert channels all converge on one OpenTelemetry ingest surface.
- 20
- Adapters
- OTLP
- HTTP JSON ingest
- 2
- SDKs: TypeScript, Python
- ~10
- Lines to wrap an agent
Adapters
Filter by what you run.
- Native
OpenTelemetry (OTLP)
Ingest spans through the standard OTLP HTTP JSON protocol. Any OTel-instrumented library or exporter works out of the box.
Tracing
- Compatible
OpenLLMetry
Drop-in LLM observability instrumentation for OpenAI, Anthropic, Cohere, and more.
Tracing
LangChain
Trace LangChain agents, chains, and tool calls through the built-in OTel callback handler.
Frameworks
CrewAI
Monitor CrewAI multi-agent workflows through Python SDK instrumentation.
Frameworks
LlamaIndex
Trace LlamaIndex queries, retrieval and agent steps through Python SDK instrumentation.
Frameworks
Mastra
Trace Mastra agents and workflows through the TypeScript SDK or OpenTelemetry.
Frameworks
Pydantic AI
Trace Pydantic AI agent runs and tool calls through the Python SDK or OpenTelemetry.
Frameworks
OpenAI Agents SDK
Trace agent runs, handoffs and tool calls from the OpenAI Agents SDK.
Frameworks
AutoGen
Trace AutoGen conversations and tool execution through OTel instrumentation or the Python decorator.
Frameworks
OpenAI SDK
Capture model, latency, tokens, and cost for every OpenAI API call automatically.
Providers
Anthropic SDK
Trace Claude model calls, tool use, streaming, and extended-thinking spans.
Providers
Vercel AI SDK
Trace streaming calls, tool use, and multi-step generations from the Vercel AI SDK.
Providers
Next.js
Server-side tracing for route handlers, Server Actions, and middleware through the TypeScript SDK.
Runtimes
Python
Wrap FastAPI, Flask, or ordinary Python functions for automatic span collection.
Runtimes
Redis
Track cache hits, misses, and rate-limiter state as spans in the agent pipeline.
Infrastructure
Slack
Route alerts and failed-trace notifications into Slack channels through webhooks.
Alerts
Microsoft Teams
Route alerts and failed-trace notifications into a Teams channel through an incoming webhook or Power Automate flow.
Alerts
PagerDuty
Escalate high-severity agent failures into the on-call workflow.
Alerts
Webhooks
Send spans, alerts, cost thresholds, and orchestration events to any HTTP endpoint.
Alerts
- Native
Docs MCP Server
Give AI agents and MCP-compatible clients read access to Tracify's documentation as structured resources.
Agent tooling
Setup guides
Three steps
No proprietary agent.
- 01
Point
Set the OTLP endpoint and your project key. Nothing else is required.
- 02
Run
Use any OTel-instrumented library, wrap your agent with the TypeScript or Python SDK, or post spans over plain HTTP.
- 03
Read
Spans arrive as one trace per run, with cost, tokens and failures attached.
import { traceAgent, span } from "tracify-sdk";
export const answer = traceAgent(async (q: string) => {
const docs = await span("docs.search", () => search(q), { type: "tool" });
return span("chat", () => callModel(q, docs), { type: "llm" });
});Questions
Integration questions, answered.
Which AI agent frameworks does Tracify work with?
Anything that speaks OpenTelemetry works through the OTLP endpoint. LangChain, CrewAI, LlamaIndex, AutoGen, Mastra, Pydantic AI and the OpenAI Agents SDK are covered through the Python and TypeScript SDKs or OTel instrumentation.
Do I need to change my agent code to trace it?
Usually a few lines: install the SDK, set a project key and wrap the client or add the OTel exporter. Provider calls such as OpenAI and Anthropic record model, latency, tokens and cost automatically.
Can I send traces from an OpenTelemetry setup I already have?
Yes. Point an OTLP HTTP JSON exporter at Tracify with your project key. See the ingest reference in the docs for the endpoint and headers.
Does Tracify send alerts to Slack?
Yes. Project alerts can post failures and threshold breaches to a validated Slack webhook.
What if my tool is not listed?
If it can export OpenTelemetry spans it already works. Otherwise use the contact page to request an adapter.
Missing your stack?
If it speaks OpenTelemetry it already works. If it does not, tell us and we will look.
