AgentIndex icon
AgentIndex
ToolsCategoriesTrendingNewCompare
Submit Tool
ToolsCategoriesTrendingNewCompare
Home/
Vision / Multimodal/
Ashfox
Ashfox logo

Ashfox

Active·★ 31·MIT·Updated 2026-09-10
★ Hidden Gem★ API Integration★ Dev Tooling

Ashfox is a Blockbench MCP bridge plugin that provides a low-level, deterministic API surface for 3D modeling, texturing, and animation. It allows external clients to interact with Blockbench functionalities programmatically via a JSON-RPC over HTTP interface.

Ashfox is currently grouped under Vision / Multimodal, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Low-level deterministic modeling and animation via specific API calls. and Programmatic creation and manipulation of 3D models (bones, cubes) within Blockbench.. The listed license is MIT, which is useful when adoption constraints matter. It also shows measurable community traction with 31 GitHub stars.

#Blockbench Plugin#MCP Bridge#3D Modeling#Texturing#Animation#JSON-RPC#Node.js#Low-level API
$ Install
$ git clone https://github.com/sigee-min/ashfox.git && cd ashfox && npm install && npm run build
↗ Visit site★ GitHub
01

Features

01Low-level deterministic modeling and animation via specific API calls.
02Internal UV management and automatic UV atlas generation upon geometry changes.
03Preview output as MCP content blocks (base64 PNG) with structured metadata.
04Revision guard (ifRevision) for safe concurrent edits and project state management.
02

Why choose it

+Low-level deterministic modeling and animation via specific API calls.
+Programmatic creation and manipulation of 3D models (bones, cubes) within Blockbench.
+Covers 3 supported environments or platforms, which is helpful for broader deployment needs.
+Ships with a public repository and a MIT license, which makes adoption and review easier.
03

Trade-offs

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.
04

Compatibility

Blockbench
Plugin Target
Verified via docs
Node.js
Build Runtime
Verified via docs
MCP JSON-RPC
Protocol
Verified via docs
05

Quick start

1
$ git clone https://github.com/sigee-min/ashfox.git
2
$ cd ashfox
3
$ npm install
4
$ npm run build
06

Use cases

↳Programmatic creation and manipulation of 3D models (bones, cubes) within Blockbench.
↳Automated texture assignment and face painting for models.
↳Scripted animation clip creation and frame-by-frame pose setting.
↳Integrating external tools or clients with Blockbench via a JSON-RPC over HTTP interface.
↳Automated generation and export of Geckolib, glTF, or native codec assets.
07

How it compares

≈Ashfox sits in the Vision / Multimodal category, so it makes more sense to evaluate it alongside tools like ragflow instead of in isolation.
≈If your main need is closer to "Programmatic creation and manipulation of 3D models (bones, cubes) within Blockbench.", that use case is a better lens for comparison than broad feature checklists alone.
≈Ashfox uses a MIT license, and community traction are both easier to judge in category context.
08

Alternatives

ragflow logo
ragflow★ 90.5k
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
vs →
n8n logo
n8n★ 203.9k
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
vs →
Gemini CLI logo
Gemini CLI★ 106.9k
An open-source AI agent that brings the power of Gemini directly into your terminal. Supports native MCP.
vs →
firecrawl-mcp-server logo
firecrawl-mcp-server★ 7.4k
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
vs →
ai-agents-from-scratch logo
ai-agents-from-scratch★ 4.7k
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
vs →
mcp-searxng logo
mcp-searxng★ 1.2k
MCP Server for SearXNG
vs →
mcp-unity logo
mcp-unity★ 1.9k
Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs
vs →
memory-bank-mcp logo
memory-bank-mcp★ 919
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
vs →
See all alternatives →

Related searches

Ashfox AlternativesBest Vision / Multimodal Tools 2026Open Source Vision / MultimodalAshfox TutorialAshfox Vs CompetitorsBlockbench PluginMCP Bridge3D Modeling

Comments

Log in to leave a comment
  • ?
    usr_seed_0349May 25, 2026

    Good for Minecraft and game developers using Blockbench for model creation.

  • ?
    usr_seed_0089May 19, 2026

    UV editing support covers the full 3D model workflow in Blockbench.

  • ?
    usr_seed_0386Mar 29, 2026

    Deterministic behavior means AI-generated models are reproducible.

  • ?
    usr_seed_0188Feb 27, 2026

    Deterministic Blockbench MCP plugin for 3D model generation and UV editing.

On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07How it compares08Alternatives
Stats
GitHub Stars★ 31
Last commit1d ago
StatusActive
LicenseMIT
CategoryVision / Multimodal
Trend (30d)
+1.2↑ 0.3%
Links
Documentation↗Discussion↗Issues↗Releases↗

Deploy on DigitalOcean — Get $200 Free Credit

Ad
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
QYSGitHubBuy me a coffee ☕

Browse by Category

Code AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.