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A model context protocol server for interacting with Unblu deployments.

Project description

unblu-mcp

ci documentation pypi version python versions license FastMCP

A Model Context Protocol (MCP) server for debugging and operating Unblu deployments. Optimised for debugging workflows — curated typed tools for common operations, plus an escape hatch for the full 300+ endpoint API.

📚 Full Documentation

Design

The server exposes three layers, each progressively more powerful:

Layer What it is When to use
Curated tools Typed, token-efficient tools for common debugging tasks 90% of debugging sessions
execute_operation Generic escape hatch for any of 331 Unblu API operations When a curated tool doesn't exist
Resources Read-only api:// URIs for browsing the API surface Discovery and schema inspection

Quick Start

Installation

uvx unblu-mcp

Or install persistently: uv tool install unblu-mcp

MCP Client Configuration

Direct API access with an API key:

{
  "mcpServers": {
    "unblu": {
      "command": "uvx",
      "args": ["unblu-mcp"],
      "env": {
        "UNBLU_BASE_URL": "https://your-instance.unblu.cloud/app/rest/v4",
        "UNBLU_API_KEY": "your-api-key"
      }
    }
  }
}

Kubernetes port-forward (auto-managed):

{
  "mcpServers": {
    "unblu": {
      "command": "uvx",
      "args": ["unblu-mcp", "--provider", "k8s", "--environment", "dev"],
      "env": {
        "PATH": "/Users/YOUR_USERNAME/.local/bin:/opt/homebrew/bin:/usr/local/bin:/usr/bin:/bin"
      }
    }
  }
}

Tools

Curated tools (read-only)

Tool Description
get_current_account Current account info — good first call to verify connectivity
search_conversations(status?, topic?, assignee_id?, limit?, fields?) Search conversations with filters
get_conversation(conversation_id) Full conversation detail with participants
search_persons(query?, email?, limit?, fields?) Find persons (visitors, agents)
get_person(person_id) Full person detail
get_persons(identifiers, fields?) Batch-resolve up to 20 persons in parallel
search_users(query?, email?, limit?, fields?) Find registered users
get_user(user_id) Full user detail
check_agent_availability(named_area_id?) Check agent availability per named area
search_named_areas(query?, limit?) List named areas (routing targets)
find_operation(query, service?, include_schema?, limit?) Discover API operations by keyword

Mutation tools

Tool Description
assign_conversation(conversation_id, agent_id) Assign a conversation to an agent
end_conversation(conversation_id) End an active conversation

Escape hatch

Tool Description
execute_operation(operation_id, path_params?, query_params?, body?, fields?, confirm_destructive?) Execute any of the 331 Unblu API operations

Resources

URI Description
api://services JSON list of all API service groups
api://operations/{operation_id} Full resolved schema for a specific operation

Prompts

Prompt Description
debug_conversation(conversation_id) Step-by-step debugging workflow for a conversation
find_agent(criteria) Locate an agent and check their availability
account_health_check Validate account configuration and connectivity

Safety

By default, execute_operation blocks DELETE operations unless confirm_destructive=True is passed. For stricter control, install the optional Eunomia policy engine:

uv tool install "unblu-mcp[safety]"

Then point to a policy file:

{
  "mcpServers": {
    "unblu": {
      "command": "unblu-mcp",
      "args": ["--policy", "config/mcp_policies.json"],
      "env": { "UNBLU_BASE_URL": "...", "UNBLU_API_KEY": "..." }
    }
  }
}

The bundled config/mcp_policies.json allows all read-only and curated tools while blocking destructive execute_operation calls by operation ID pattern.

Development

git clone https://github.com/detailobsessed/unblu-mcp.git
cd unblu-mcp
uv sync --all-extras --dev
uv run poe test

License

ISC License

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