--- title: "agentic-signal vs onWatch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/code-forge-temple-agentic-signal-vs-onllm-dev-onwatch" tools: ["code-forge-temple-agentic-signal", "onllm-dev-onwatch"] --- # agentic-signal vs onWatch *GraphCanon updated Sep 20, 2026* ## Verdict Pick agentic-signal if agentic-Signal is a visual AI agent workflow automation tool that emphasizes local LLM integration and no-code building capabilities; pick onWatch if onWatch is a lightweight daemon that monitors API quotas for multiple AI services, using SQLite for storage and offering a Material Design 3 dashboard. It supports Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub,. [agentic-signal](https://agentic-signal.com) reports 177 GitHub stars, 18 forks, and 0 open issues, last pushed Sep 13, 2026. [onWatch](https://onwatch.onllm.dev) has 743 stars, 62 forks, and 9 open issues, last pushed Sep 11, 2026. Figures are from public GitHub metadata via [agentic-signal's repository](https://github.com/code-forge-temple/agentic-signal) and [onWatch's repository](https://github.com/onllm-dev/onWatch). | | [agentic-signal](/tools/code-forge-temple-agentic-signal.md) | [onWatch](/tools/onllm-dev-onwatch.md) | | --- | --- | --- | | Tagline | Visual AI agent workflow automation platform with local LLM integration | Real-time tracking of AI API quotas for multiple providers | | Stars | 177 | 743 | | Forks | 18 | 62 | | Open issues | 0 | 9 | | Language | TypeScript | Go | | Adopt for | Agentic-Signal is a visual AI agent workflow automation tool that emphasizes local LLM integration and no-code building capabilities. | onWatch is a lightweight daemon that monitors API quotas for multiple AI services, using SQLite for storage and offering a Material Design 3 dashboard. It supports Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub, | | Persona | - | - | | Runtime | - | - | | License | Other | GPL-3.0 | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentic-signal](/tools/code-forge-temple-agentic-signal.md) | [onWatch](/tools/onllm-dev-onwatch.md) | | --- | --- | --- | | Open issues (now) | 0 | 9 | | Stars delta | +15 (30d) | +54 (30d) | | Open issues delta | -3 (30d) | +1 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/code-forge-temple-agentic-signal/trust.md) | [trust report](/tools/onllm-dev-onwatch/trust.md) | ## Decision facts: agentic-signal - **Adopt for:** Agentic-Signal is a visual AI agent workflow automation tool that emphasizes local LLM integration and no-code building capabilities. ## Decision facts: onWatch - **Adopt for:** onWatch is a lightweight daemon that monitors API quotas for multiple AI services, using SQLite for storage and offering a Material Design 3 dashboard. It supports Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub, ## Choose when ### Choose agentic-signal if… - agentic-signal is primarily TypeScript; onWatch is Go. - License: agentic-signal is Other, onWatch is GPL-3.0. - Tags unique to agentic-signal: ai-agents, ai-automation, fortheloveofcode, gemma. - Also covers AI Agents. - - If you need to build intelligent workflows locally without dependence on cloud services for privacy or compliance reasons. ### Choose onWatch if… - onWatch is primarily Go; agentic-signal is TypeScript. - License: onWatch is GPL-3.0, agentic-signal is Other. - Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code. - onWatch ships Docker support for self-hosted deployment. - Use onWatch if you need real-time tracking of API quotas for multiple AI services, including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot, and Antigravity. ## When NOT to use agentic-signal - - Avoid if you require extensive cloud-based features or seamless integration with cloud-dependent AI services. - - Not suitable when looking for a tool that prioritizes flexibility in cloud deployment over local computational resources. ## When NOT to use onWatch - Avoid onWatch if you need a tool that supports more than the listed AI services, as it is specifically tailored for a set of providers. - Do not use onWatch if you require a solution that is not based on Go or if you need a tool that does not use SQLite for storage. - If you need a tool that collects telemetry data for analytics or troubleshooting, onWatch is not the right choice. - Avoid onWatch if you are looking for a solution that does not have a Material Design 3 dashboard. ## Common questions ### What is the difference between agentic-signal and onWatch? agentic-signal: Visual AI agent workflow automation platform with local LLM integration. onWatch: Real-time tracking of AI API quotas for multiple providers. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentic-signal over onWatch? Choose agentic-signal over onWatch when agentic-signal is primarily TypeScript; onWatch is Go; License: agentic-signal is Other, onWatch is GPL-3.0; Tags unique to agentic-signal: ai-agents, ai-automation, fortheloveofcode, gemma; Also covers AI Agents; - If you need to build intelligent workflows locally without dependence on cloud services for privacy or compliance reasons. ### When should I choose onWatch over agentic-signal? Choose onWatch over agentic-signal when onWatch is primarily Go; agentic-signal is TypeScript; License: onWatch is GPL-3.0, agentic-signal is Other; Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code; onWatch ships Docker support for self-hosted deployment; Use onWatch if you need real-time tracking of API quotas for multiple AI services, including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot, and Antigravity. ### When should I avoid agentic-signal? - Avoid if you require extensive cloud-based features or seamless integration with cloud-dependent AI services. - Not suitable when looking for a tool that prioritizes flexibility in cloud deployment over local computational resources. ### When should I avoid onWatch? Avoid onWatch if you need a tool that supports more than the listed AI services, as it is specifically tailored for a set of providers. Do not use onWatch if you require a solution that is not based on Go or if you need a tool that does not use SQLite for storage. If you need a tool that collects telemetry data for analytics or troubleshooting, onWatch is not the right choice. Avoid onWatch if you are looking for a solution that does not have a Material Design 3 dashboard. ### Is agentic-signal or onWatch more popular on GitHub? onWatch has more GitHub stars (743 vs 177). Stars measure visibility, not whether either tool fits your constraints. ### Are agentic-signal and onWatch open source? Yes - both are open-source projects on GitHub (agentic-signal: Other, onWatch: GPL-3.0). ### Where can I find alternatives to agentic-signal or onWatch? GraphCanon lists graph-backed alternatives at [agentic-signal alternatives](/tools/code-forge-temple-agentic-signal/alternatives) and [onWatch alternatives](/tools/onllm-dev-onwatch/alternatives) ([agentic-signal markdown twin](/tools/code-forge-temple-agentic-signal/alternatives.md), [onWatch markdown twin](/tools/onllm-dev-onwatch/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/code-forge-temple-agentic-signal-vs-onllm-dev-onwatch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentic-signal or onWatch? agentic-signal: Very active. onWatch: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agentic-signal and onWatch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agentic-signal trust report](/tools/code-forge-temple-agentic-signal/trust); [onWatch trust report](/tools/onllm-dev-onwatch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=code-forge-temple-agentic-signal`](/api/graphcanon/graph?tool=code-forge-temple-agentic-signal) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_