TensorFold — security grade SAFE, quality 64/100

Security audit verdict: SAFE · quality 64/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by ashhart · LLM Plugin · ★ 944

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is TensorFold safe to install? View the security audit →

About TensorFold

TensorFold Runtime TensorFold Runtime is an exact-first local inference runtime for hosting standard transformer model files with less resident memory pressure. The current build covers the V0 foundation and the first V1 MLX streaming path from : Parse metadata without loading tensor data. Build a layer-aware manifest with tensor offsets, dtypes, shapes, and sizes. Lazily expose tensor bytes through . Track tensor access timing and cache residency decisions. Build a conservative memory-budget streaming plan. Provide a CLI for inspecting real model shards. Stream GPT-OSS layers into an MLX model shell without making all model weights resident. Phase-load embeddings and output heads so the pinned set can stay tiny. Select retained layers under a resident-weight budget. It does not change model weights, quantize them, or modify the transformer architecture. The goal is to create the memory virtualization layer first, then add layer streaming, KV-cache virtualization, and hot/cold tensor intelligence on top. Quick Start Serve (OpenAI-compati

aiai-toolsllmllm-inferencellm-tools

Quick Facts

Stars944
Forks149
LanguagePython
CategoryLLM Plugin
LicenseApache-2.0
Quality Score63.8058814208536/100
Open Issues78
Last Updated2026-10-03
Created2026-06-19
Platformspython
Est. Tokens~19k

Compatible Skills

These tools work well together with TensorFold for enhanced workflows:

  • Toolio — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • llm_counts — semantic(0.25)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • Noema-Declarative-AI — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • LLMinator — semantic(0.22)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

TensorFold alternative? Top 6 similar tools

Looking for a TensorFold alternative? If you're comparing TensorFold with other llm plugin tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • llm-functions by sigoden · ⭐ 775

    Easily create LLM tools and agents using plain Bash/JavaScript/Python functions.

  • google_workspace_mcp by taylorwilsdon · ⭐ 3.3k

    Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensi

  • awesome-hacking-lists by taielab · ⭐ 1.4k

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  • awesome-hosting by dalisoft · ⭐ 937

    List of awesome hosting sorted by minimal plan price

  • octocode-mcp by bgauryy · ⭐ 838

    MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturall

  • dexto by truffle-ai · ⭐ 650

    Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included

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Frequently Asked Questions

What is TensorFold?

TensorFold is Fast, exact LLM decoding on Apple Silicon (MLX) behind an OpenAI-compatible endpoint. It is categorized as a LLM Plugin with 944 GitHub stars.

What programming language is TensorFold written in?

TensorFold is primarily written in Python. It covers topics such as ai, ai-tools, llm.

How do I install or use TensorFold?

You can find installation instructions and usage details in the TensorFold GitHub repository at github.com/ashhart/TensorFold. The project has 944 stars and 149 forks, indicating an active community.

What license does TensorFold use?

TensorFold is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to TensorFold?

The top alternatives to TensorFold on Agent Skills Hub include llm-functions, google_workspace_mcp, awesome-hacking-lists. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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