RationalBloks MCP Server

RationalBloks MCP Server

Enables AI agents to deploy production APIs from JSON schemas, with 44 tools for managing projects, schemas, deployments, and graph data.

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RationalBloks MCP Server

Deploy production APIs in minutes. 44 tools for projects, schemas, deployments, and graph data.

License Python PyPI

What Is This?

RationalBloks MCP lets AI agents (Claude, Cursor, etc.) deploy production APIs from a JSON schema. No backend code to write. No infrastructure to manage.

"Create a task management API with tasks, projects, and users"
→ 2 minutes later: Production API running on Kubernetes

Installation

pip install rationalbloks-mcp

Quick Start

1. Get Your API Key

Visit rationalbloks.com/settings and create an API key.

2. Configure Your AI Agent

VS Code / Cursor - Add to settings.json:

{
  "mcp.servers": {
    "rationalbloks": {
      "command": "rationalbloks-mcp",
      "env": {
        "RATIONALBLOKS_API_KEY": "rb_sk_your_key_here"
      }
    }
  }
}

Claude Desktop - Add to claude_desktop_config.json:

{
  "mcpServers": {
    "rationalbloks": {
      "command": "rationalbloks-mcp",
      "env": {
        "RATIONALBLOKS_API_KEY": "rb_sk_your_key_here"
      }
    }
  }
}

44 Tools

Relational Read Operations (11 tools)

Tool Description
list_projects List all your projects
get_project Get project details
get_schema Get current JSON schema
get_user_info Get authenticated user info
get_job_status Check deployment job status
get_project_info Detailed project info with K8s status
get_version_history Git commit history
get_template_schemas Pre-built schema templates
get_subscription_status Plan and usage limits
get_project_usage CPU/memory metrics
get_schema_at_version Schema at specific commit

Relational Write Operations (7 tools)

Tool Description
create_project Create new project from schema
update_schema Update project schema
deploy_staging Deploy to staging environment
deploy_production Deploy to production
delete_project Delete project permanently
rollback_project Rollback to previous version
rename_project Rename project

Graph Schema Operations (11 tools)

Tool Description
get_graph_schema Get graph project schema
get_graph_template_schemas Pre-built graph schema templates
get_graph_version_history Graph schema version history
get_graph_schema_at_version Schema at specific version
get_graph_project_info Graph project info with K8s/Neo4j status
create_graph_project Create Neo4j graph project
update_graph_schema Update graph schema
deploy_graph_staging Deploy graph to staging
deploy_graph_production Deploy graph to production
delete_graph_project Delete graph project
rollback_graph_project Rollback graph to previous version

Graph Data Operations (15 tools)

Tool Description
create_graph_node Create a single node
get_graph_node Get node by ID
list_graph_nodes List nodes by entity type
update_graph_node Update node properties
delete_graph_node Delete a node
create_graph_relationship Create a relationship
get_node_relationships Get node's relationships
delete_graph_relationship Delete a relationship
bulk_create_graph_nodes Bulk create nodes
bulk_create_graph_relationships Bulk create relationships
search_graph_nodes Search nodes by property filters
fulltext_search_graph Full-text search across all fields
traverse_graph Traverse graph from a node
get_graph_statistics Get graph statistics (counts)
get_graph_data_schema Get deployed data schema

Schema Format

Schemas must be in FLAT format:

{
  "tasks": {
    "title": {"type": "string", "max_length": 200, "required": true},
    "status": {"type": "string", "max_length": 50, "enum": ["pending", "done"]},
    "due_date": {"type": "date", "required": false}
  },
  "projects": {
    "name": {"type": "string", "max_length": 100, "required": true}
  }
}

Field Types

Type Required Properties
string max_length
text None
integer None
decimal precision, scale
boolean None
uuid None
date None
datetime None
json None

Auto-Generated Fields

These are automatic - don't define them:

  • id (UUID primary key)
  • created_at (datetime)
  • updated_at (datetime)

User Authentication

Use the built-in app_users table:

{
  "employee_profiles": {
    "user_id": {"type": "uuid", "foreign_key": "app_users.id", "required": true},
    "department": {"type": "string", "max_length": 100}
  }
}

Frontend

For frontend development, use our NPM packages:

npm install @rationalbloks/frontblok-auth @rationalbloks/frontblok-crud

These provide:

  • frontblok-auth: Authentication, login, tokens, user context
  • frontblok-crud: Generic CRUD via getApi().getAll(), getApi().create(), etc.

Environment Variables

Variable Description Default
RATIONALBLOKS_API_KEY Your API key (required) -
RATIONALBLOKS_TIMEOUT Request timeout (seconds) 30
RATIONALBLOKS_LOG_LEVEL Log level INFO

Support

License

Proprietary - Copyright 2026 RationalBloks. All Rights Reserved.

<!-- mcp-name: io.github.rationalbloks/rationalbloks-mcp -->

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