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Blender MCP Router

Blender MCP Router

FastMCP server that exposes two layers of functionality:

  • LLM routing through LiteLLM so a single FastMCP tool can reach OpenAI, Anthropic, xAI, or any other LiteLLM-supported provider.

  • Blender bridge that proxies to the Blender MCP add-on over a persistent TCP socket, providing scene inspection, PolyHaven / Sketchfab helpers, and Hyper3D automation.

The server is designed for FastMCP Hub distribution: pyproject.toml defines the package, the MCP endpoint is hosted via FastMCP, and an optional REST shim is exposed for the Blender add-on.

Requirements

  • Python 3.10+

  • Blender MCP add-on running locally (for the Blender tools)

  • API keys for any LLM providers you plan to route through LiteLLM

Install dependencies via:

pip install -e .

Configuration

Copy .env.example to .env and fill in the values.

Variable

Purpose

OPENAI_API_KEY

Used by LiteLLM when routing to OpenAI models

XAI_API_KEY

Used for xAI (Grok) requests via LiteLLM

ANTHROPIC_API_KEY

Used for Anthropics models via LiteLLM

OPENAI_MODEL

Optional override for the

gpt-5

alias

XAI_MODEL

Optional override for the

grok-4-fast

alias

ANTHROPIC_MODEL

Optional override for the

claude-4

alias

MCP_REST_TOKEN

Shared secret for REST shim (

X-Token

header)

All LLM-specific environment variables supported by LiteLLM can be passed through here as well (see LiteLLM docs for provider-specific keys).

Running

After configuration, start the server via the script entry point:

blender-mcp-router

The process starts two services:

  • FastMCP HTTP endpoint on 127.0.0.1:8974/mcp

  • REST bridge for the Blender add-on on 127.0.0.1:8975

Both services are started inside server.main() so FastMCP Hub (or pipx run blender-mcp-router) can launch them.

MCP Tools

server.py registers the following FastMCP tools:

  • generate_text: Unified text generation routed through LiteLLM

  • Blender tools: get_scene_info, get_object_info, get_viewport_screenshot, execute_blender_code, PolyHaven/Sketchfab helpers, and Hyper3D automation helpers

Each Blender tool forwards to the Blender MCP add-on using a JSON-over-TCP API. See that add-on for port configuration (default localhost:9876).

REST Shim /tools/call

The REST API exposes a subset of the MCP tools so non-MCP clients (like the Blender add-on) can call them. Requests must include an X-Token header if MCP_REST_TOKEN is set. The response format mirrors MCP content objects (text, json, image).

Health Check

GET /health returns { "ok": true } so deployment targets can monitor the process.

Development

  • Run linting/formatting as desired (none enforced yet).

  • The LiteLLM dependency keeps provider selection abstract; add more aliases in MODEL_MAP as needed.

  • Additional tools can be exposed by adding @mcp.tool() functions and listing them in _HTTP_EXPOSED_TOOL_NAMES when required by the REST shim.

-
security - not tested
A
license - permissive license
-
quality - not tested

local-only server

The server can only run on the client's local machine because it depends on local resources.

Enables LLM routing through multiple providers (OpenAI, Anthropic, xAI) via LiteLLM and provides a bridge to Blender for 3D scene management, asset integration from PolyHaven/Sketchfab, and automation workflows. Combines unified text generation with comprehensive Blender integration through a persistent TCP connection.

  1. Requirements
    1. Configuration
      1. Running
        1. MCP Tools
          1. REST Shim /tools/call
          2. Health Check
        2. Development

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