title: RNV Color MCP emoji: 🎨 colorFrom: gray colorTo: yellow sdk: docker app_port: 7860 pinned: false short_description: Color workflow MCP server

RNV Color MCP

A remote MCP server for a complete color workflow: mix, convert, harmonize, and remember palettes, called in plain language by Claude (or any MCP client), and by anything else that speaks MCP.

Related MCP server: MCP Color Server

Why this exists

The color logic already lived in my desktop suite: a mixer, a palette manager, a picker. Instead of rebuilding it for every new project, I lifted the engine out once and exposed it as a single server. A Claude conversation calls it today; a fashion design app will call the same backend tomorrow. Build the engine once, let both consume it.

Underneath, it's a small thesis about working with LLMs: a model is great at deciding what you want and terrible at exact arithmetic. So the model picks the tool and the intent, and the tool owns the precise values. The server resolves or it refuses; it never guesses a color.

What it does

Every color input accepts a hex (#d2bc93), a CSS name (red), an RNV brand name (brand gold, near-black), or a saved-palette reference (Spring line, or Spring line:2 for its second swatch). Brand names win over CSS names on collision; css:gold forces the universal one.

Connect in 30 seconds

This is a hosted server, so there's nothing to install. In Claude: Settings → Connectors → Add custom connector, then paste:

https://rnvizion-rnv-color-mcp.hf.space/mcp

Leave auth blank, add it, then toggle it on in a chat with the + menu.

Try it

Once connected, just talk:

"Save a palette named Spring line: near-black and brand gold." "Pull my Spring line palette and give me three complementary accents for outerwear." "Mix paint-red and paint-blue like real pigment."

The first call saves; the second composes get_palette → generate_harmony; the third runs the Kubelka-Munk paint model, so the blend darkens the way mixed pigment actually does, not the way averaged light does.

Authentication

The server implements OAuth 2.1 resource-server authentication with enforced per-tool scopes; the public endpoint runs with it disabled, so connecting by URL works with no setup.

When enabled (RNV_AUTH=1 plus a key source), the server validates bearer tokens against issuer, audience, expiry, and signature; serves RFC 9728 protected resource metadata at /.well-known/oauth-protected-resource/mcp; returns a spec-compliant WWW-Authenticate challenge on 401; and enforces two scopes: read covers the eight read-only tools, write covers save_palette, the only tool that mutates anything. A token without the write scope does not see save_palette in its tool list at all; out-of-scope tools are hidden rather than refused, so nothing leaks about what exists behind a scope you lack.

Enforcement is covered by the test suite: 18 tests, run in CI on every push, spanning the token-validation matrix (missing, malformed, wrong issuer, wrong audience, expired, valid) and end-to-end scope enforcement over real HTTP. The suite mints its own keys and requires no credentials. The tests cover the auth layer; the color engine itself is not under automated test.

Moving from the self-issued development key to a real identity provider is configuration, not code: point RNV_AUTH_JWKS_URI at the provider's JWKS endpoint and set the issuer and audience to match.

With RNV_AUTH on and no key source set, the server refuses to start rather than coming up unprotected.

Run it yourself

pip install -r requirements.txt
python server.py                  # Streamable HTTP on $PORT (default 7860)

pip install -r requirements-dev.txt
python -m pytest                  # 18 auth + scope tests
python tests/server_test.py       # smoke: exercises all 9 tools in-process

Set HF_TOKEN to write palettes through to a private Hugging Face Dataset for durable storage.

Notes

• One brand source of truth. Brand colors live in engine/brand.py; the resolver imports them, so a brand value is defined in exactly one place. See BRAND_COLORS.md.

• Engine is dependency-free. The color math, harmony, and text logic are pure standard library, lifted Qt-free from the desktop apps. Only the server layer needs fastmcp.

• Honest by design. An unknown color name is refused, not guessed. An unverifiable token is refused, with a reason. Same principle at both layers.

Stack

Python · FastMCP (Streamable HTTP) · Hugging Face Spaces (Docker) · huggingface_hub for durable palette storage.

Built by Christian "RNVizion" Smith.