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telemetry.dev — AI for Cybersecurity & IT Infrastructure

LLM observability and telemetry platform for AI applications and agents.

What is telemetry.dev?

telemetry.dev: LLM observability and telemetry platform for AI applications and agents. It has a free plan; paid plans start at $25. Zekai's independent review scores it 8 out of 10. Best for tracing AI agents, tracking LLM costs, and monitoring MCP traffic.

Facts checked 14 Nov 2026.

DifferentiatorConsolidates model calls, tool steps, token usage, and MCP analytics into unified OpenTelemetry traces.
Proof30k ingestion units / month
Try telemetry.dev
Free Plan Pro from$25
Free plan verified · free AI tools for Cybersecurity
8 Zekai
LLM Observability Platform
AI-Powered Cybersecurity & IT Infrastructure
Ease of Use
8.0
Accuracy
8.0
Value
8.0
Time Saving
8.0
TracingCost TrackingMCP AnalyticsPrompt ManagementEvals
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Zekai Verdict

What is it?
telemetry.dev is an LLM observability platform built on OpenTelemetry to track model calls, tool steps, and retrievals in a single trace.
Best for
AI Engineer
Not ideal for
Maximum data retention is capped at 90 days with no way to recover data after deletion
Price
Free plan · paid from $25
Zekai Score
8/10
Hand-scored by Zekai

Top AI-Powered Cybersecurity & IT Infrastructure picks

See all 55 AI tools for Cybersecurity →
⚡ Quick answer

telemetry.dev is an LLM observability platform that tracks model calls, tool steps, token usage, costs, and MCP traffic for AI applications and agents. Built on OpenTelemetry, it provides searchable traces, cost analytics, and alerting capabilities.

CategoryAI and LLM Observability
Best forTracing AI agents, tracking LLM costs, and monitoring MCP traffic
Price from$25
Free planyes
DifferentiatorConsolidates model calls, tool steps, token usage, and MCP analytics into unified OpenTelemetry traces.
Proof30k ingestion units / month
Rating4
📖 About telemetry.dev

telemetry.dev is an LLM observability platform built on OpenTelemetry to track model calls, tool steps, and retrievals in a single trace. It helps you monitor token usage, inspect latency, analyze costs, and track Model Context Protocol (MCP) traffic.

How It Works

Your workflow, automated

1
Connect SDK or Exporter
Configure your TypeScript or Python SDK, framework integration, or OTLP/HTTP exporter.
2
Run Instrumented Requests
Send your first trace using a project API key to populate your workspace dashboard.
3
Monitor Traces and Costs
Analyze spans, track model costs, check MCP traffic failures, and set up threshold alerts.
Ready to automate your workflow with telemetry.dev?
Try telemetry.dev →
Real Impact

Before & After

❌ Before

Blind spots in AI agent workflows, unpredictable token costs, and difficult debugging across multiple tool steps.

Unknown trace latency
✅ After

Unified traces of model calls and tool steps, automated cost tracking per request, and instant alerts on errors.

Complete request visibility
AI Prompts

Prompts for Cybersecurity

Prompt 01 AI Prompt for Vulnerability Prioritization
You are a senior cybersecurity analyst. Given the following vulnerability data from a Nessus scan of a production web server (asset criticality: high), prioritize the top 3 vulnerabilities for immediate remediation.
Prompt 02 Prompt for Drafting an RMF Management Policy
Act as a GRC analyst. I need to draft a policy for the 'Manage' function of the NIST AI RMF. Our organization uses Microsoft Defender for Endpoint for EDR, Pentera for automated security validation, and Credo AI for governance.
Prompt 03 Triage a Vulnerability Report
Act as a senior security analyst. I have a vulnerability report from a scanner. Prioritize the findings based on the following context: • The affected asset is a public-facing web server running Linux, tagged as 'critical'.
See all 23 AI prompts for Cybersecurity →
Social Proof

Trusted by professionals

Ease of Use
8.0
Accuracy
8.0
Value
8.0
Time Saving
8.0
Connects With

telemetry.dev integrations

OpenAI Anthropic Vercel AI SDK OpenTelemetry TanStack AI LangChain and LangGraph CrewAI Pydantic AI Model Context Protocol
Setup complexity: Moderate
telemetry.dev is an LLM observability platform built on OpenTelemetry to track model calls, tool steps, and retrievals in a single trace. It helps you monitor token usage, inspect latency, analyze costs, and track Model Context Protocol (MCP) traffic.
The decision

Is telemetry.dev worth it?

Built for
Software developers, AI engineers, and engineering teams building and running AI applications or agents in production.
Effort to adopt
Moderate
Who It's For

Why Cybersecurity & IT Infrastructure choose this tool

🎯
Built for
AI Engineer
In-Depth Overview
When you run AI applications or agents in production, tracking failures, latency, and token costs across multiple model calls and tool steps quickly becomes complex. telemetry.dev addresses this by consolidating your metrics, logs, and traces into a single workspace view, allowing you to trace model calls, tool steps, and retrievals together. The platform calculates the cost of each model call at ingest using a pricing catalog covering thousands of models, breaking down expenses by provider, model, and user. You can configure alerts for unexpected cost spikes, monthly budget breaches, agent loops, or model and tool errors before your users notice them. For data security, you can turn off prompt capture for specific environments like production, though you should note that redaction does not catch all sensitive data. Integration is handled via first-party SDKs for TypeScript and Python, standard OTLP/HTTP exporters, or direct setups for frameworks like Vercel AI SDK, LangChain, and CrewAI. It also features a read-only MCP server that lets your AI agent investigate errors, latency, and costs directly. While the platform deletes data after your plan's retention period (ranging from 14 to 90 days) without providing an audit log of user actions, it offers practical plans ranging from a free tier up to team packages with unlimited projects and seats. If you need deeper visibility into your AI agents, token spend, and tool failures without configuring a massive observability stack from scratch, telemetry.dev provides a straightforward, developer-focused environment.

Key Use Cases

🛠️
Debug agent tool failures and latency
AI Developer
Inspect individual steps within agent runs to identify slow tool executions or failing model calls.
p95 duration
📊
Monitor token spend and set budget alerts
Engineering Lead
Break down expenses by model, provider, and user to keep production costs predictable.
Cost tracking
✓ Pros
Automatic cost calculation at ingest across thousands of models
Support for first-party TypeScript and Python SDKs plus standard OTLP/HTTP exporters
Model Context Protocol (MCP) analytics for tracking client and server traffic
No automatic overage charges on paid plans
Free plan available with no credit card required
· Cons
Maximum data retention is capped at 90 days with no way to recover data after deletion
No audit log of user actions available within the platform
Redaction does not catch all sensitive data when capturing prompts
Free plan restricts ingestion to 30,000 units per month and hard-rejects requests above the limit
⚡ Editorial Verdict

telemetry.dev offers a clean, practical interface for tracking LLM costs, traces, and MCP traffic without heavy setup. However, the platform keeps no telemetry longer than 90 days and lacks an audit log of user actions, meaning you must export data externally if you require a longer compliance history.

Questions & Answers

Frequently asked questions

What counts as an ingestion unit?

+
Each span, log record, metric data point, or Evals write uses one ingestion unit.

Which languages and frameworks are supported?

+
TypeScript and Python have first-party SDKs, and any language can send standard OTLP over HTTP.

How long is data retained?

+
Retention is up to 14 days on Free, 30 days on Pro, and 90 days on Team.

Last reviewed:

Plans & Pricing

telemetry.dev pricing and plans

Free
$0
30k ingestion units / month, 14-day retention, 1 project, 2 seats.
Get Started Free

Prices and features are updated regularly but can change at any time — always confirm on the official website. Some links on this page are affiliate links.

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About telemetry.dev

Full Description

telemetry.dev is an LLM observability platform built on OpenTelemetry to track model calls, tool steps, and retrievals in a single trace. It helps you monitor token usage, inspect latency, analyze costs, and track Model Context Protocol (MCP) traffic.

Editorial Verdict

telemetry.dev offers a clean, practical interface for tracking LLM costs, traces, and MCP traffic without heavy setup. However, the platform keeps no telemetry longer than 90 days and lacks an audit log of user actions, meaning you must export data externally if you require a longer compliance history.

Last reviewed:
Disclaimer
Zekai is an independent AI tools directory. We are not affiliated with, endorsed by, or officially connected to telemetry.dev unless clearly stated. All product names, logos, and brands are the property of their respective owners and are used for identification purposes only. The information on this page — including pricing, features, and availability — is general information, may have changed since our last review, and is not professional advice. Zekai Scores and verdicts are our editorial opinion. Some outbound links are affiliate links that may earn us a commission at no extra cost to you. Spotted outdated or incorrect information? Request a correction →
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