Comparison
mlx-serve vs maid
Verdict
Pick mlx-serve if focused on supporting Apple Silicon-powered macOS devices, mlx-serve provides a native and API-compatible inference service without requiring Python; pick maid if maid is an open-source app for interacting with both local llama.cpp models and remote LLMs like Anthropic and OpenAI via mobile platforms.
Markdown twin · mlx-serve alternatives · maid alternatives
GraphCanon updated Aug 14, 2026
14views this month
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Trust & integrity
| Signal | mlx-serve | maid |
|---|---|---|
| Maintenance | Very active (0d since push) As of Jul 15, 2026 · github_public_v1 | Active (21d since push) As of Aug 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Personal account As of Jul 15, 2026 · github_public_v1 | Not a fork · Organization account As of Aug 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- mlx-serve
- Native LLM inference server for Apple Silicon
- maid
- Maid is an open-source app for interfacing with various LLM models both locally and remotely, supporting platforms such as Android.
Stars
- mlx-serve
- 589
- maid
- 2.6k
Forks
- mlx-serve
- 43
- maid
- 278
Open issues
- mlx-serve
- 11
- maid
- 10
Language
- mlx-serve
- Zig
- maid
- TypeScript
Adopt for
- mlx-serve
- Focused on supporting Apple Silicon-powered macOS devices, mlx-serve provides a native and API-compatible inference service without requiring Python.
- maid
- Maid is an open-source app for interacting with both local llama.cpp models and remote LLMs like Anthropic and OpenAI via mobile platforms.
Persona
- mlx-serve
- -
- maid
- -
Runtime
- mlx-serve
- -
- maid
- -
License
- mlx-serve
- MIT
- maid
- MIT
Last pushed
- mlx-serve
- Aug 12, 2026
- maid
- Jul 23, 2026
Categories
- mlx-serve
- Inference & Serving
- maid
- Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- mlx-serve
- Very active (96%)
- maid
- Active (82%)
Days since push
- mlx-serve
- 0d
- maid
- 21d
Open issues (now)
- mlx-serve
- 11
- maid
- 10
Owner type
- mlx-serve
- User
- maid
- Organization
Full report
- mlx-serve
- Trust report
- maid
- Trust report
Choose mlx-serve if…
- mlx-serve is primarily Zig; maid is TypeScript.
- Requirements: Requires Apple Silicon-powered macOS devices to ensure optimal performance and compatibility..
- Tags unique to mlx-serve: agent, anthropic-api, apple-silicon, deepseek-v4.
- Use when your project requires running large language model (LLM) inferencing natively on Apple Silicon hardware.
When NOT to use mlx-serve
- Avoid if your infrastructure does not include devices with Apple Silicon chips, as it is specifically optimized for this architecture.
- Do not use if you require cross-platform compatibility as mlx-serve targets macOS exclusively.
- This tool might not be suitable if Python integration is crucial in your project.
Choose maid if…
- maid is primarily TypeScript; mlx-serve is Zig.
- Tags unique to maid: android, anthropic, chatbot, deepseek.
- Also covers LLM Frameworks.
- Need to interface with diversified language models on Android devices.
When NOT to use maid
- Require a native app for another operating system beyond Android.
- Demand exclusive remote or local model capabilities, not both.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ddalcu/mlx-serve) · observed Aug 13, 2026
- GitHub forks (ddalcu/mlx-serve) · observed Aug 13, 2026
- Last push (ddalcu/mlx-serve) · observed Aug 12, 2026
- License file (MIT) · observed Aug 13, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (Mobile-Artificial-Intelligence/maid) · observed Aug 14, 2026
- GitHub forks (Mobile-Artificial-Intelligence/maid) · observed Aug 14, 2026
- Last push (Mobile-Artificial-Intelligence/maid) · observed Jul 23, 2026
- License file (MIT) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: mlx-serve 589 · maid 2.6k (synced Aug 13, 2026).
Common questions
- What is the difference between mlx-serve and maid?
- mlx-serve: Native LLM inference server for Apple Silicon. maid: Maid is an open-source app for interfacing with various LLM models both locally and remotely, supporting platforms such as Android.. See the comparison table for live GitHub stats and shared categories.
- When should I choose mlx-serve over maid?
- Choose mlx-serve over maid when mlx-serve is primarily Zig; maid is TypeScript; Requirements: Requires Apple Silicon-powered macOS devices to ensure optimal performance and compatibility.; Tags unique to mlx-serve: agent, anthropic-api, apple-silicon, deepseek-v4; Use when your project requires running large language model (LLM) inferencing natively on Apple Silicon hardware.
- When should I choose maid over mlx-serve?
- Choose maid over mlx-serve when maid is primarily TypeScript; mlx-serve is Zig; Tags unique to maid: android, anthropic, chatbot, deepseek; Also covers LLM Frameworks; Need to interface with diversified language models on Android devices.
- When should I avoid mlx-serve?
- Avoid if your infrastructure does not include devices with Apple Silicon chips, as it is specifically optimized for this architecture. Do not use if you require cross-platform compatibility as mlx-serve targets macOS exclusively. This tool might not be suitable if Python integration is crucial in your project.
- When should I avoid maid?
- Require a native app for another operating system beyond Android. Demand exclusive remote or local model capabilities, not both.
- Is mlx-serve or maid more popular on GitHub?
- maid has more GitHub stars (2,632 vs 589). Stars measure visibility, not whether either tool fits your constraints.
- Are mlx-serve and maid open source?
- Yes - both are open-source projects on GitHub (mlx-serve: MIT, maid: MIT).
- Where can I find alternatives to mlx-serve or maid?
- GraphCanon lists graph-backed alternatives at mlx-serve alternatives and maid alternatives (mlx-serve markdown twin, maid markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, mlx-serve or maid?
- mlx-serve: Very active. maid: 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 mlx-serve and maid?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mlx-serve trust report; maid trust report.