Tokentelemetry
Local observability for AI coding agents — tracks tokens, cost, and traces without setup.
TokenTelemetry solves a genuine need for developers wanting privacy-first, zero-config insights into AI agent activity. Its auto-detection and offline operation are standouts. While it lacks alerts and multi-user collaboration, it's a strong choice for individual devs and Hermes power users.
- Individual developers tracking AI coding assistant costs and usage locally
- Engineering teams comparing agent efficiency across projects without sending data to the cloud
- Hermes Agent operators monitoring multi-platform bots with a dedicated dashboard
- Prompt engineers optimizing token usage and reasoning costs
- Teams needing cloud-based multi-user collaboration or shared dashboards
- Users who want built-in alerting via email or Slack (no native notifications)
- Those seeking a fully hosted solution with zero local installation
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In short
Tokentelemetry — Local observability for AI coding agents — tracks tokens, cost, and traces without setup. Best for Individual developers tracking AI coding assistant costs and usage locally, Engineering teams comparing agent efficiency across projects without sending data to the cloud, Hermes Agent operators monitoring multi-platform bots with a dedicated dashboard. Free to use.
Viability Score
How likely is Tokentelemetry to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Auto-discovery of 11+ agents without configuration
- Live KPI strip with 15-second auto-refresh
- Agent and model usage distribution charts
- Replayable session traces with kind-aware highlighting
- One-click LLM summarization (narrative or structured brief)
- Project heatmap with 365-day streak tracking
- Hermes Agent dashboard with gateway health, skills, memory
- Cost anomaly detection for reasoning-token waste
- Token area charts and cache efficiency metrics
- Date-range filterable analytics per agent and model
- Read-only mode: never modifies agent logs
- Works offline with no internet dependency
- Delegation and ecosystem section for subagent spend and skills
- Hermes Dashboard plugin for deep-link launcher inside Hermes UI
About Tokentelemetry
TokenTelemetry is a free, open-source, 100% local dashboard that reads log files from AI coding agents and surfaces them in a unified interface. It tracks token usage, LLM costs, tool calls, session traces, and reasoning for agents like Claude Code, Codex, Gemini CLI, Cursor, Copilot, and more. No SDK, no signup, no cloud—your logs stay on your machine. One command installs the dashboard, which auto-detects agents and provides live KPIs, charts, replayable traces, and project heatmaps. Version 1.0.0, released July 2026, marks the first stable, production-ready release with full agent support and a Hermes Agent plugin that adds a dedicated dashboard for autonomous agents.
Behind the Verdict
For developers who value privacy and simplicity, TokenTelemetry is refreshing. It reads the logs your agents already write—no SDK, no account, no cloud. The auto-detection works seamlessly across eleven agents, from Claude Code to Hermes Agent. We'd reach for this when we need a quick, local overview of token spend and session traces without the overhead of a full observability platform. However, it's not for teams: there's no multi-user support, no built-in alerts, and no cloud sync. Compared to Langfuse or LangSmith, which require instrumentation and a cloud account, TokenTelemetry offers zero-config local insight but lacks their collaboration features. The Hermes Agent dashboard is a standout, with dedicated views for skills, memory, and cost anomaly detection. One caveat: the dashboard is only accessible on the machine where it runs—no remote access without reverse proxying. Also, while the anonymous telemetry can be disabled, it's on by default, which privacy purists may want to toggle immediately. Overall, it's a solid, specialized tool that fills a gap for local agent observability.
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Use Cases
- See exactly how many tokens and dollars each Claude Code session consumed over the last 90 days.
- Compare cost and efficiency of Gemini CLI vs Codex on the same project by filtering by agent and date range.
- Monitor a Hermes Agent bot running across Telegram, Discord, and Slack from one unified dashboard.
- Identify reasoning-token waste in long Hermes sessions with built-in cost anomaly detection.
- Generate a one-click summary of any session to quickly understand what an agent did and why.
- Track your daily coding streaks and tool usage per project with the 365-day heatmap.
Limitations
- TokenTelemetry is a local-only tool that requires agents to be installed and writing logs on the same machine.
- It runs offline and never uploads data, but the dashboard does not include push-based real-time updates.
- Advanced features like summarization require a user-configured LLM (local or remote).
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Integrations
Resources & Guides
- Documentationtokentelemetry.com
Installation · Tokentelemetry
Full product docs from tokentelemetry.com
- Quickstarttokentelemetry.com
Quick Start · Tokentelemetry
Get up and running fast from tokentelemetry.com
- Documentationtokentelemetry.com
Supported Agents · Tokentelemetry
Full product docs from tokentelemetry.com
- Documentationtokentelemetry.com
Dashboard · Tokentelemetry
Full product docs from tokentelemetry.com
- Documentationtokentelemetry.com
Analytics · Tokentelemetry
Full product docs from tokentelemetry.com
- Documentationtokentelemetry.com
Traces · Tokentelemetry
Full product docs from tokentelemetry.com
- Documentationtokentelemetry.com
Summarization · Tokentelemetry
Full product docs from tokentelemetry.com
- Documentationtokentelemetry.com
Projects · Tokentelemetry
Full product docs from tokentelemetry.com
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