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goai_tools_mcp

by Feghal

GO AI Tools — MCP server

31 deterministic utility tools over one public MCP endpoint. No API key, no account, no model calls.

Hosted at https://goaichat.app/mcp-tools/mcp — documentation and a browser version of every tool at https://goaichat.app/mcp-tools. Listed in the official MCP registry as app.goaichat/tools.

Every tool here is a pure function of its input: image codecs, colour maths, arithmetic, file parsing. Nothing calls a language model, which is exactly why it can be free.

Use the hosted server

Claude Code:

claude mcp add --transport http goai-tools https://goaichat.app/mcp-tools/mcp

Cursor (mcp.json) or Claude Desktop (claude_desktop_config.json):

{
  "mcpServers": {
    "goai-tools": {
      "type": "http",
      "url": "https://goaichat.app/mcp-tools/mcp"
    }
  }
}

There is no pairing step because there is nothing to pair. Streamable HTTP transport; your client discovers all 31 tools on its next handshake.

Related MCP server: publicsofttools-mcp

The tools

Images and media

Tool

What it does

strip_image_metadata

Removes EXIF/GPS/XMP/IPTC and PNG text chunks without re-encoding — the compressed image data comes back byte-identical, and the tool verifies that before returning

convert_heic_to_jpg_png

HEIC/HEIF → JPG or PNG

image_compress

Compress to JPEG, WebP or AVIF at a chosen quality

image_compression_curve

Size-vs-quality curve, so you can pick a setting from data

resize_images

Batch resize with real platform presets

convert_video_to_gif

A few seconds of screen recording → GIF, MP4 or WebM

Shipping an iOS app

Tool

What it does

render_app_store_screenshot

App Store screenshots with device frames, headlines, backgrounds

generate_app_icon_set

Full iOS + Android icon set, including an Xcode Contents.json

generate_favicon_set

Favicons plus a web app manifest

build_app_store_link

Campaign links with attribution tokens and a QR code

calculate_app_store_net_revenue

Net revenue after commission and tax

appstore_search

Search one App Store storefront

appstore_compare_markets

Compare a listing across country storefronts

build_app_privacy_label

App Store privacy nutrition label checklist

inspect_mobileprovision

Entitlements, devices and expiry from a .mobileprovision

check_strings_files

iOS .strings linting — missing, duplicate and stale keys

Colour and layout

Tool

What it does

check_contrast

WCAG 2 and APCA contrast

find_nearest_passing_color

Nearest passing colour, hue preserved

oklch_convert

OKLCH ↔ hex, RGB, HSL

oklch_ramp

OKLCH swatch ramp as a CSS custom-property block

css_clamp_calculator

Fluid clamp() from two breakpoints

AI helpers

Tool

What it does

estimate_ai_tokens

Heuristic token count, context fit and cost — not a real BPE tokenizer

recommend_ai_model

Suggests a model for a described task

Everyday

Tool

What it does

calculate_tdee

TDEE and macro targets

calculate_bmi_and_body_fat

BMI and US Navy body fat

project_weight_goal_date

Goal-date projection at a given rate

recipe_scale

Scale servings, with gram weights

recipe_convert_ingredient

Cups → grams using per-ingredient densities

plant_watering_calendar

Watering schedule as an .ics file

estimate_window_light

How much light a window gives a houseplant

bpm_delay_calculator

Tap tempo, BPM → delay times and bar lengths

Plus one resource: resource://goai-tools/ios-screens.json, a static table of iPhone/iPad resolutions, points, PPI and safe-area type.

Limits

These are deliberate and the tools report them by name when you cross one.

  • 4 MB per file, and per call in aggregate. Inputs arrive base64-encoded inside the JSON request, so this is the decoded size.

  • One heavy call at a time. Screenshot rendering and video conversion are memory-hungry; a second concurrent heavy call is refused in milliseconds rather than queued, so you get an answer instead of a timeout.

  • Short clips only for convert_video_to_gif. It turns a few seconds of screen recording into a GIF, it is not a transcoder.

  • 1200 requests a minute per caller on the hosted instance.

  • Results expire. Anything too large to return inline comes back as a one-shot link, deleted on first download or after an hour.

Run it yourself

docker compose up --build          # http://localhost:3000/mcp

Or without Docker:

cd goai_tools_mcp && npm install && npm start
npm test                            # every tool ships with real tests

Requires Node 20.

Configuration

Everything has a working default; the server boots with no configuration at all. The ones worth knowing:

Variable

Default

Purpose

PORT

3000

HTTP port

MCP_API_KEY

(empty)

Empty means fully public — no key, anyone with the URL can call every tool. That is the intended deployment, and the service logs auth: DISABLED once at boot so it is never a surprise. Set it and every request must carry x-api-key or Authorization: Bearer.

MAX_INPUT_BYTES

4000000

Decoded bytes per file. Express's body limit is derived from it.

MCP_RATE_LIMIT_MAX

1200

Requests per window per client

PUBLIC_BASE_URL

—

Required in production; prefixes the /files/:token download links

OUTPUT_TTL_MS

3600000

How long a generated file stays fetchable

MAX_INPUT_BYTES is tuned against the per-tool bounds in goai_tools_mcp/utils/byteLimits.js — raising it without reading that file will let requests in that the tools then refuse.

Licence

ISC — see LICENSE.

Two sets of third-party assets are vendored unmodified under their own terms (libheif-js for HEIC decoding, and 22 Google Fonts faces under the SIL Open Font License 1.1 for the screenshot renderer). See THIRD-PARTY-NOTICES.md.

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