Common Ground
Pick one movie, show, book, artist or restaurant a whole group will enjoy, using Qloo taste data.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"common-ground": {
"url": "https://common-ground.lipmichal.workers.dev/mcp"
}
}
}Remote endpoints
https://common-ground.lipmichal.workers.dev/mcpstreamable-httpWhat it can do
Tool inventory
Tools (2)
🟢find_common_ground(kind, tasteFrom, location, members)
Pick ONE movie, TV show, book, music artist, podcast, restaurant (kind=place, with location) or destination that a whole group will enjoy. Give each person's name and 2 to 5 things they love. Favourites can come from another category with tasteFrom, for example music artists to pick a restaurant, or any for a mix of artists, movies, TV shows and books. Uses Qloo's taste graph to score every candidate for every person and returns the option that makes the least happy person as happy as possible, with a reason per person.
Input Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"movie",
"tv_show",
"book",
"artist",
"podcast",
"place",
"destination",
"video_game"
]
},
"tasteFrom": {
"description": "Category of the favourites, when it differs from kind. Example artist, to pick a movie from music. Use any when favourites mix music artists, movies, TV shows and books.",
"type": "string",
"enum": [
"movie",
"tv_show",
"book",
"artist",
"podcast",
"place",
"destination",
"video_game",
"any"
]
},
"location": {
"type": "string",
"minLength": 1,
"maxLength": 80
},
"members": {
"minItems": 2,
"maxItems": 8,
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"minLength": 1,
"maxLength": 40
},
"likes": {
"minItems": 2,
"maxItems": 5,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 80
}
}
},
"required": [
"name",
"likes"
],
"additionalProperties": false
}
}
},
"required": [
"kind",
"members"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}🟢plan_night_out(city, members)
Plan dinner, drinks and a live music venue in one city for 2 to 6 friends. Give the city and each friend's name with 1 to 4 music artists, movies, TV shows or books they love. Qloo's cross-domain taste graph turns that shared taste into real venues. Each stop is the venue whose least happy friend is happiest, and Qloo explainability names the favourites behind it, with the share of each friend's taste.
Input Schema
{
"type": "object",
"properties": {
"city": {
"type": "string",
"minLength": 1,
"maxLength": 80,
"description": "City for the night out, for example Lisbon or New York."
},
"members": {
"minItems": 2,
"maxItems": 6,
"type": "array",
"items": {
"type": "object",
"properties": {
"name": {
"type": "string",
"minLength": 1,
"maxLength": 40
},
"likes": {
"minItems": 1,
"maxItems": 4,
"type": "array",
"items": {
"type": "string",
"minLength": 1,
"maxLength": 80
},
"description": "1 to 4 music artists, movies, TV shows or books this friend loves. Mix them freely."
}
},
"required": [
"name",
"likes"
],
"additionalProperties": false
}
}
},
"required": [
"city",
"members"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false
}Community
Evidence