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clearskies-py

clearskies MCP Server

clearskies MCP Server

An MCP (Model Context Protocol) server for the clearskies Python framework. This server provides AI assistants with tools for code generation, documentation, and project scaffolding when building applications with clearskies.

Installation

pip install clear-skies-mcp-server

Or with uv:

uv pip install clear-skies-mcp-server

Related MCP server: Components Build MCP

Features

Documentation Tools

Core Type Discovery

Tool

Description

list_available_columns

List all available clearskies column types

list_available_endpoints

List all available endpoint types

list_available_backends

List all available backend types

list_available_contexts

List all available context types

get_column_info

Get detailed docs for a specific column type

get_endpoint_info

Get detailed docs for a specific endpoint type

get_backend_info

Get detailed docs for a specific backend type

get_context_info

Get detailed docs for a specific context type

Extended Type Discovery

Tool

Description

list_available_authentication

List all authentication types (SecretBearer, JWKS, etc.)

list_available_validators

List all validator types (Required, Unique, etc.)

list_available_exceptions

List all exception types

list_available_di_inject

List all DI inject helpers

list_available_cursors

List all cursor types

list_available_input_outputs

List all input/output handlers

list_available_configs

List all configuration types

list_available_clients

List all client types

list_available_secrets

List all secrets handlers

list_available_security_headers

List all security header handlers

list_available_query

List all query builder types

list_available_query_results

List all query result types

list_available_functional

List all functional utilities

Extended Type Info

Tool

Description

get_authentication_info

Get detailed docs for a specific authentication type

get_validator_info

Get detailed docs for a specific validator type

get_exception_info

Get detailed docs for a specific exception type

get_di_inject_info

Get detailed docs for a specific DI inject helper

get_cursor_info

Get detailed docs for a specific cursor type

get_input_output_info

Get detailed docs for a specific input/output handler

get_config_info

Get detailed docs for a specific configuration type

get_client_info

Get detailed docs for a specific client type

get_secret_info

Get detailed docs for a specific secrets handler

get_security_header_info

Get detailed docs for a specific security header handler

get_query_info

Get detailed docs for a specific query builder type

get_query_result_info

Get detailed docs for a specific query result type

get_functional_info

Get detailed docs for a specific functional utility

Concept Explanation

Tool

Description

explain_concept

Explain any clearskies concept in detail

Code Generation Tools

Tool

Description

generate_model

Generate a clearskies Model class definition

generate_endpoint

Generate an endpoint configuration

generate_context

Generate a context wrapping an endpoint

generate_endpoint_group

Generate an endpoint group configuration

Scaffolding Tools

Tool

Description

scaffold_project

Generate a complete clearskies project with multiple models

scaffold_restful_api

Generate a complete REST API application for a single model

generate_model_with_relationships

Generate multiple related models with relationships

Documentation Resources

Core Documentation

Resource URI

Description

clearskies://docs/overview

Framework overview

clearskies://docs/models

Model documentation

clearskies://docs/endpoints

Endpoint documentation

clearskies://docs/columns

Column types documentation

clearskies://docs/backends

Backend documentation

clearskies://docs/contexts

Context documentation

clearskies://docs/di

Dependency injection docs

clearskies://docs/authentication

Authentication docs

clearskies://docs/save-lifecycle

Save lifecycle docs

clearskies://docs/queries

Query documentation

clearskies://docs/validators

Validator documentation

Extended Documentation

Resource URI

Description

clearskies://docs/testing

Testing clearskies applications

clearskies://docs/authorization

Authorization patterns

clearskies://docs/error-handling

Error handling

clearskies://docs/input-handling

Input handling

clearskies://docs/endpoint-groups

Endpoint groups

clearskies://docs/routing

Routing documentation

clearskies://docs/responses

Response customization

clearskies://docs/migrations

Database migrations (Mygrations)

clearskies://docs/advanced-columns

Advanced column types

clearskies://docs/advanced-queries

Advanced query patterns

clearskies://docs/configuration

Configuration management

clearskies://docs/logging

Logging and observability

clearskies://docs/caching

Caching patterns

clearskies://docs/async

Async patterns

clearskies://docs/state-machine-advanced

Advanced state machine patterns

clearskies://docs/secrets-backend

Secrets backend

Backend Deep Dives

Resource URI

Description

clearskies://docs/backend-memory

MemoryBackend deep dive

clearskies://docs/backend-cursor

CursorBackend deep dive

clearskies://docs/cursors

Cursors and raw SQL

clearskies://docs/transactions

Transaction management

Framework Internals

Resource URI

Description

clearskies://docs/di-advanced

Advanced DI patterns

clearskies://docs/query-execution

Query execution model

clearskies://docs/model-lifecycle

Model lifecycle

clearskies://docs/input-output

Input/output system

Developer Experience

Resource URI

Description

clearskies://docs/troubleshooting

Troubleshooting guide

clearskies://docs/best-practices

Best practices

clearskies://docs/exceptions

Exception hierarchy reference

clearskies://docs/auth-flow

Auth flow documentation

Reference Material

Resource URI

Description

clearskies://docs/column-reference

Complete column parameter reference

clearskies://docs/endpoint-reference

Complete endpoint parameter reference

clearskies://docs/performance

Performance guide

clearskies://docs/patterns

Common patterns cookbook

Example Resources

Resource URI

Description

clearskies://examples/restful-api

Complete REST API example

clearskies://examples/relationships

Model relationships example

clearskies://examples/authentication

Authenticated API example

clearskies://examples/cli-app

CLI application example

clearskies://examples/api-backend

API client (ApiBackend) example

clearskies://examples/testing

Testing example

clearskies://examples/authorization

Authorization patterns example

clearskies://examples/error-handling

Error handling example

clearskies://examples/endpoint-group

Endpoint groups example

clearskies://examples/migrations

Database migrations example

clearskies://examples/hierarchical-data

Hierarchical data (CategoryTree) example

clearskies://examples/audit-trail

Audit trail tracking example

clearskies://examples/pivot-data

Many-to-many with pivot data example

clearskies://examples/advanced-queries

Advanced query patterns example

clearskies://examples/configuration

Configuration management example

clearskies://examples/state-machine-advanced

Advanced state machine example

clearskies://examples/secrets-backend

Secrets backend example

Module Resources

Resource URI

Description

clearskies://modules/overview

Overview of all extension modules

clearskies://modules/aws

clearskies-aws module

clearskies://modules/graphql

clearskies-graphql module

clearskies://modules/gitlab

clearskies-gitlab module

clearskies://modules/cortex

clearskies-cortex module

clearskies://modules/snyk

clearskies-snyk module

clearskies://modules/akeyless

clearskies-akeyless-custom-producer module

Style Resources

Resource URI

Description

clearskies://style/docstrings

Docstring style guide

MCP Configuration

Add this to your MCP settings (e.g. in Kilo Code, Claude Desktop, etc.):

{
    "mcpServers": {
        "clearskies": {
            "command": "clear-skies-mcp-server",
            "args": []
        }
    }
}

Or if using uv/uvx:

{
    "mcpServers": {
        "clearskies": {
            "command": "uvx",
            "args": ["clear-skies-mcp-server"]
        }
    }
}

Development

# Clone the repo
git clone https://github.com/clearskies-py/mcp-server.git
cd mcp-server

# Create venv and install dependencies
uv sync all-extras --all-groups

# Run the server
clear-skies-mcp-server

License

MIT

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
1dRelease cycle
5Releases (12mo)
Commit activity

Resources

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