--- title: "ax vs tma1" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/necmttn-ax-vs-tma1-ai-tma1" tools: ["necmttn-ax", "tma1-ai-tma1"] --- # ax vs tma1 *GraphCanon updated Sep 20, 2026* ## Verdict Pick ax if ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript; pick tma1 if tMA1 is specialized in local-first observability by tracking every LLM call and routing this information to the next agent turn via hooks and MCP. [ax](https://github.com/Necmttn/ax) reports 107 GitHub stars, 13 forks, and 35 open issues, last pushed Sep 8, 2026. [tma1](https://tma1.ai/) has 117 stars, 14 forks, and 5 open issues, last pushed Sep 10, 2026. Figures are from public GitHub metadata via [ax's repository](https://github.com/Necmttn/ax) and [tma1's repository](https://github.com/tma1-ai/tma1). | | [ax](/tools/necmttn-ax.md) | [tma1](/tools/tma1-ai-tma1.md) | | --- | --- | --- | | Tagline | Agent experience layer with observability and memory for AI coding agents. | Local-first observability for AI agents with LLM call tracking | | Stars | 107 | 117 | | Forks | 13 | 14 | | Open issues | 35 | 5 | | Language | TypeScript | Go | | Adopt for | ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript. | TMA1 is specialized in local-first observability by tracking every LLM call and routing this information to the next agent turn via hooks and MCP. | | Persona | - | - | | Runtime | - | - | | License | AGPL-3.0 | TMA1 is available under the Apache-2.0 license, allowing for broad usage with attribution. | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ax](/tools/necmttn-ax.md) | [tma1](/tools/tma1-ai-tma1.md) | | --- | --- | --- | | Days since push | 1d | 0d | | Open issues (now) | 35 | 5 | | Stars delta | +14 (30d) | +2 (30d) | | Open issues delta | +1 (30d) | -10 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/necmttn-ax/trust.md) | [trust report](/tools/tma1-ai-tma1/trust.md) | ## Decision facts: ax - **Adopt for:** ax is an agent-first toolset for managing observability and memory aimed at AI coding agents like Claude Code and Codex, with a focus on local-first strong typing in TypeScript. ## Decision facts: tma1 - **Pricing:** freemium - Free open-source tool with no initial cost to use or modify according to its Apache-2.0 license. - **Requirements:** TMA1 requires an installation script that auto-configures and sets up GreptimeDB.; Operational requirements are platform-independent, as it supports macOS/Linux install scripts and a PowerShell one for Windows. - **Adopt for:** TMA1 is specialized in local-first observability by tracking every LLM call and routing this information to the next agent turn via hooks and MCP. - **License detail:** TMA1 is available under the Apache-2.0 license, allowing for broad usage with attribution. ## Choose when ### Choose ax if… - ax is primarily TypeScript; tma1 is Go. - License: ax is AGPL-3.0, tma1 is Apache-2.0. - Tags unique to ax: agent-memory, ai-agents, bun, developer-tools. - For projects requiring detailed observability and memory management specific to AI-driven coding agents ### Choose tma1 if… - tma1 is primarily Go; ax is TypeScript. - License: tma1 is Apache-2.0, ax is AGPL-3.0. - Pricing: Free open-source tool with no initial cost to use or modify according to its Apache-2.0 license.. - Requirements: TMA1 requires an installation script that auto-configures and sets up GreptimeDB.; Operational requirements are platform-independent, as it supports macOS/Linux install scripts and a PowerShell one for Windows.. - Tags unique to tma1: greptimedb, llm-observability, local-first, opentelemetry. - Use TMA1 if you are operating self-hosted AI agents and require detailed observability over LLM calls that can be routed into subsequent turns for further action. ## When NOT to use ax - Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex - Not recommended when looking for solutions outside local-first approaches in TypeScript environment ## When NOT to use tma1 - Avoid TMA1 if you prefer cloud-based solutions or require real-time collaboration features that it does not inherently support due to its self-hosted nature. - Do not use TMA1 in environments sensitive to open ports, since it runs a local server and dashboard accessible at default localhost settings which may not suit all security policies. ## Common questions ### What is the difference between ax and tma1? ax: Agent experience layer with observability and memory for AI coding agents.. tma1: Local-first observability for AI agents with LLM call tracking. See the comparison table for live GitHub stats and shared categories. ### When should I choose ax over tma1? Choose ax over tma1 when ax is primarily TypeScript; tma1 is Go; License: ax is AGPL-3.0, tma1 is Apache-2.0; Tags unique to ax: agent-memory, ai-agents, bun, developer-tools; For projects requiring detailed observability and memory management specific to AI-driven coding agents. ### When should I choose tma1 over ax? Choose tma1 over ax when tma1 is primarily Go; ax is TypeScript; License: tma1 is Apache-2.0, ax is AGPL-3.0; Pricing: Free open-source tool with no initial cost to use or modify according to its Apache-2.0 license.; Requirements: TMA1 requires an installation script that auto-configures and sets up GreptimeDB.; Operational requirements are platform-independent, as it supports macOS/Linux install scripts and a PowerShell one for Windows.; Tags unique to tma1: greptimedb, llm-observability, local-first, opentelemetry; Use TMA1 if you are operating self-hosted AI agents and require detailed observability over LLM calls that can be routed into subsequent turns for further action. ### When should I avoid ax? Avoid if seeking a tool agnostic to AI-specific functionalities like those for Claude Code and Codex Not recommended when looking for solutions outside local-first approaches in TypeScript environment ### When should I avoid tma1? Avoid TMA1 if you prefer cloud-based solutions or require real-time collaboration features that it does not inherently support due to its self-hosted nature. Do not use TMA1 in environments sensitive to open ports, since it runs a local server and dashboard accessible at default localhost settings which may not suit all security policies. ### Is ax or tma1 more popular on GitHub? tma1 has more GitHub stars (117 vs 107). Stars measure visibility, not whether either tool fits your constraints. ### Are ax and tma1 open source? Yes - both are open-source projects on GitHub (ax: AGPL-3.0, tma1: Apache-2.0). ### Where can I find alternatives to ax or tma1? GraphCanon lists graph-backed alternatives at [ax alternatives](/tools/necmttn-ax/alternatives) and [tma1 alternatives](/tools/tma1-ai-tma1/alternatives) ([ax markdown twin](/tools/necmttn-ax/alternatives.md), [tma1 markdown twin](/tools/tma1-ai-tma1/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/necmttn-ax-vs-tma1-ai-tma1.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ax or tma1? ax: Very active. tma1: 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 ax and tma1? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ax trust report](/tools/necmttn-ax/trust); [tma1 trust report](/tools/tma1-ai-tma1/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=necmttn-ax`](/api/graphcanon/graph?tool=necmttn-ax) - 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/_