Figma Context MCP
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Description from the maker (original English)
Look up company logos and brand data via the logo.dev API.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
FASTMCP_LOG_LEVEL, LOGODEV_MCP_SERVER_NAME, LOGODEV_MCP_BEARER_TOKEN, LOGODEV_MCP_AUTH_MODE, LOGODEV_MCP_BASE_URL, LOGODEV_MCP_OIDC_CONFIG_URL, LOGODEV_MCP_OIDC_CLIENT_ID, LOGODEV_MCP_OIDC_CLIENT_SECRET, LOGODEV_MCP_OIDC_JWT_SIGNING_KEY, LOGODEV_MCP_OIDC_AUDIENCE, LOGODEV_MCP_OIDC_REQUIRED_SCOPESValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"logodev": {
"command": "uvx",
"args": [
"logodev-mcp"
],
"env": {
"FASTMCP_LOG_LEVEL": "your-value",
"LOGODEV_MCP_SERVER_NAME": "your-value",
"LOGODEV_MCP_BEARER_TOKEN": "your-value",
"LOGODEV_MCP_AUTH_MODE": "your-value",
"LOGODEV_MCP_BASE_URL": "your-value",
"LOGODEV_MCP_OIDC_CONFIG_URL": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_ID": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_SECRET": "your-value",
"LOGODEV_MCP_OIDC_JWT_SIGNING_KEY": "your-value",
"LOGODEV_MCP_OIDC_AUDIENCE": "your-value",
"LOGODEV_MCP_OIDC_REQUIRED_SCOPES": "your-value"
}
}
}
}Run this in your terminal
claude mcp add logodev --env FASTMCP_LOG_LEVEL=your-value --env LOGODEV_MCP_SERVER_NAME=your-value --env LOGODEV_MCP_BEARER_TOKEN=your-value --env LOGODEV_MCP_AUTH_MODE=your-value --env LOGODEV_MCP_BASE_URL=your-value --env LOGODEV_MCP_OIDC_CONFIG_URL=your-value --env LOGODEV_MCP_OIDC_CLIENT_ID=your-value --env LOGODEV_MCP_OIDC_CLIENT_SECRET=your-value --env LOGODEV_MCP_OIDC_JWT_SIGNING_KEY=your-value --env LOGODEV_MCP_OIDC_AUDIENCE=your-value --env LOGODEV_MCP_OIDC_REQUIRED_SCOPES=your-value -- uvx logodev-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"logodev": {
"command": "uvx",
"args": [
"logodev-mcp"
],
"env": {
"FASTMCP_LOG_LEVEL": "your-value",
"LOGODEV_MCP_SERVER_NAME": "your-value",
"LOGODEV_MCP_BEARER_TOKEN": "your-value",
"LOGODEV_MCP_AUTH_MODE": "your-value",
"LOGODEV_MCP_BASE_URL": "your-value",
"LOGODEV_MCP_OIDC_CONFIG_URL": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_ID": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_SECRET": "your-value",
"LOGODEV_MCP_OIDC_JWT_SIGNING_KEY": "your-value",
"LOGODEV_MCP_OIDC_AUDIENCE": "your-value",
"LOGODEV_MCP_OIDC_REQUIRED_SCOPES": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"logodev": {
"type": "stdio",
"command": "uvx",
"args": [
"logodev-mcp"
],
"env": {
"FASTMCP_LOG_LEVEL": "your-value",
"LOGODEV_MCP_SERVER_NAME": "your-value",
"LOGODEV_MCP_BEARER_TOKEN": "your-value",
"LOGODEV_MCP_AUTH_MODE": "your-value",
"LOGODEV_MCP_BASE_URL": "your-value",
"LOGODEV_MCP_OIDC_CONFIG_URL": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_ID": "your-value",
"LOGODEV_MCP_OIDC_CLIENT_SECRET": "your-value",
"LOGODEV_MCP_OIDC_JWT_SIGNING_KEY": "your-value",
"LOGODEV_MCP_OIDC_AUDIENCE": "your-value",
"LOGODEV_MCP_OIDC_REQUIRED_SCOPES": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
FASTMCP_LOG_LEVEL envLOGODEV_MCP_SERVER_NAME envLOGODEV_MCP_AUTH_MODE envLOGODEV_MCP_BASE_URL envLOGODEV_MCP_OIDC_CONFIG_URL envLOGODEV_MCP_OIDC_CLIENT_ID envLOGODEV_MCP_OIDC_AUDIENCE envLOGODEV_MCP_OIDC_REQUIRED_SCOPES envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account pvliesdonk, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: LOGODEV_MCP_BEARER_TOKEN, LOGODEV_MCP_OIDC_CLIENT_SECRET, LOGODEV_MCP_OIDC_JWT_SIGNING_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), Docker on your computer.
In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
Let any LLM watch a video locally — and search everything it has ever watched.
Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Look up company logos and brand data via the logo.dev API.
[Documentation](https://pvliesdonk.github.io/logodev-mcp/) | [Config wizard](https://pvliesdonk.github.io/logodev-mcp/latest/configuration-generator/) | [PyPI](https://pypi.org/project/logodev-mcp/) | [Docker](https://github.com/pvliesdonk/logodev-mcp/pkgs/container/logodev-mcp)
get_logo) — fetch a company logo as an image plus URL by domain, ticker, ISIN, crypto symbol, or brand name; supports size, format, theme, greyscale, retina, and fallback options. Requires a publishable key (pk_…).search_brands) — resolve a brand or company name to candidate domains and logo URLs via typeahead or exact-match. Requires a secret key (sk_…).describe_company) — return structured company data (name, description, brand colours, social links) for a domain. Requires a secret key (sk_…).get_brand) — return the complete brand profile (logo, brandmark, banners, colours, description) for a domain — a richer superset of describe_company. Requires a secret key (sk_…).With this server mounted in an MCP client (Claude, etc.), you can:
get_logo (publishable key required).search_brands (secret key required).describe_company (secret key required).get_brand (secret key required).get_logo with identifier_type=ticker (publishable key required).pip install logodev-mcp
If you add optional extras via the PROJECT-EXTRAS-START / PROJECT-EXTRAS-END sentinels in pyproject.toml, document them below:
git clone https://github.com/pvliesdonk/logodev-mcp.git
cd logodev-mcp uv sync --all-extras --all-groups
docker pull ghcr.io/pvliesdonk/logodev-mcp:latest
A compose.yml ships at the repo root as a starting point — copy .env.example to .env, edit, and docker compose up -d.
To attach a remote Python debugger (development only — the protocol is unauthenticated), see Remote debugging.
Download .deb or .rpm packages from the GitHub Releases page. Both install a hardened systemd unit; env configuration is sourced from /etc/logodev-mcp/env (copy from the shipped /etc/logodev-mcp/env.example).
Download the .mcpb bundle from the GitHub Releases page and double-click to install, or run:
mcpb install logodev-mcp-<version>.mcpb
Claude Desktop prompts for required env vars via a GUI wizard — no manual JSON editing needed.
For manual Claude Desktop configuration and setup options, see Claude Desktop deployment.
logodev-mcp serve # stdio transport
logodev-mcp serve --transport http --port 8000 # streamable HTTP
For library usage (embedding the domain logic without the MCP transport), import from the logodev_mcp package directly — see the project's domain modules under src/logodev_mcp/ for entry points.
The server registers a built-in get_server_info tool (via fastmcp_pvl_core.register_server_info_tool) so operators can confirm the deployed version with a single MCP call. The default response carries server_name, server_version, and core_version. Servers that talk to a remote upstream wire upstream version reporting inside the DOMAIN-UPSTREAM-START / DOMAIN-UPSTREAM-END sentinel in src/logodev_mcp/server.py — see CLAUDE.md for the wiring pattern.
Core environment variables shared across all fastmcp-pvl-core-based services:
| Variable | Default | Description |
|---|---|---|
FASTMCP_LOG_LEVEL | INFO | Log level for FastMCP internals and app loggers (DEBUG / INFO / WARNING / ERROR). The -v CLI flag overrides to DEBUG. |
FASTMCP_ENABLE_RICH_LOGGING | true | Set to false for plain / structured JSON log output. |
LOGODEV_MCP_KV_STORE_URL | file:///data/state | Persistent-state backend URL for pvl-core subsystems — file:///path (survives restarts), memory:// (dev/ephemeral). |
Domain-specific variables go below under Domain configuration.
Callers authenticate via a bearer token or OIDC (mutually exclusive). See the Authentication guide for setup, mapped multi-subject tokens, OIDC, and troubleshooting.
After copier copy and gh repo create --push:
CLAUDE.md.uv sync --all-extras --all-groups.uv run pre-commit install.uv run pytest -x -q && uv run ruff check --fix . && uv run ruff format . && uv run mypy src/ tests/.CI workflows reference three repository secrets. Configure them via Settings → Secrets and variables → Actions or with gh secret set:
| Secret | Used by | How to generate |
|---|---|---|
RELEASE_TOKEN | release.yml, copier-update.yml | Fine-grained PAT at https://github.com/settings/personal-access-tokens/new with contents: write and pull_requests: write (the copier-update cron opens PRs). Scoped to this repo. |
CODECOV_TOKEN | ci.yml | https://codecov.io — sign in with GitHub, add the repo, copy the upload token from the repo settings page. |
CLAUDE_CODE_OAUTH_TOKEN | claude.yml, claude-code-review.yml | Run claude setup-token locally and paste the result. |
gh secret set RELEASE_TOKEN
gh secret set CODECOV_TOKEN gh secret set CLAUDE_CODE_OAUTH_TOKEN
GITHUB_TOKEN is auto-provided — no action needed.
The PR gate (matches CI):
uv run pytest -x -q # tests
uv run ruff check --fix . && uv run ruff format . # lint + format uv run mypy src/ tests/ # type-check
Pre-commit runs a subset of the gate on each commit; see .pre-commit-config.yaml for details, or CLAUDE.md for the full Hard PR Acceptance Gates.
uv sync creates .venv/bin/* scripts with absolute shebangs pointing at the venv Python. If you move the repo after scaffolding (mv /old/path /new/path), uv run pytest fails with ModuleNotFoundError: No module named 'fastmcp' because the stale shebang resolves to a different interpreter than the venv's site-packages.
Fix:
rm -rf .venv
uv sync --all-extras --all-groups
uv run python -m pytest also works as a one-shot workaround (bypasses the stale entry-script shim).
uv.lock refresh after copier updateWhen copier update introduces new dependencies (e.g. a new extra added to pyproject.toml.jinja), CI runs uv sync --frozen which fails against a stale lockfile. Run uv lock locally and commit the refreshed uv.lock alongside accepting the copier-update PR.
Domain environment variables use the LOGODEV_MCP_ prefix:
| Variable | Default | Required | Description |
|---|---|---|---|
LOGODEV_MCP_PUBLISHABLE_KEY | — | Conditional | logo.dev publishable key (pk_…). Enables the get_logo tool. Omit to hide that tool. |
LOGODEV_MCP_SECRET_KEY | — | Conditional | logo.dev secret key (sk_…). Enables search_brands, describe_company, and get_brand. Omit to hide those tools. |
LOGODEV_MCP_DETECT_PLAN | true | No | Probe describe/brand entitlement on startup and hide the tools the plan does not allow. Set false to skip probing and register every secret-key tool. |
LOGODEV_MCP_STATE_DIR | /data/state | No | Directory for the cached plan-detection verdict (entitlements.json). |
At least one key must be set for any API tool to be registered. Both keys may be set simultaneously to enable all four tools.
Which tool each logo.dev plan unlocks (get_logo/search_brands on free, describe_company on any paid plan, get_brand on Pro/Enterprise) is documented in the plans and capabilities matrix.
LOGODEV_MCP_PUBLISHABLE_KEY controls get_logo; LOGODEV_MCP_SECRET_KEY controls search_brands, describe_company, and get_brand. Tools for a missing key are never registered, not merely guarded at call time.describe_company needs a paid plan and get_brand needs Pro/Enterprise. logo.dev has no plan endpoint, so on startup the server probes each on logo.dev and disables the tool on a 401/403. search_brands is never gated; any ambiguous probe result (timeout, 5xx, 404, 429) fails open and keeps the tool enabled. The verdict is cached under LOGODEV_MCP_STATE_DIR for 7 days (re-probed on key rotation). Disable with LOGODEV_MCP_DETECT_PLAN=false.Only the beginning is shown; read the rest in the repo