io.github.gjeltep/app-store-connect-mcp

App Store Connect MCP Server

Talk to App Store Connect about your app. Modular tools, async I/O, and OpenAPI‑driven typing so your agent stays accurate as Apple evolves.

Why this is different

• Spec‑aware: Fields and enums are derived from Apple’s OpenAPI spec at runtime, reducing drift and surprise breakage.

• Fast by default: Async httpx client, server‑side filtering, and smart pagination to keep payloads lean.

• Smart filtering: Server‑side + client‑side filtering with chainable filter engine for complex queries.

• Modular domains: Clean separation of tool schemas and handlers; add new domains without touching the core; optimized LLM discovery/ usage

• MCP‑native: Stdio transport, capability declarations, and tool wiring align with the official SDK python‑sdk README.

Installation

From PyPI

pip install app-store-connect-mcp

From Source

git clone https://github.com/gjeltep/app-store-connect-mcp.git
cd app-store-connect-mcp
uv pip install -e ".[dev]"

Configuration

Set these environment variables:

# Required
export APP_STORE_KEY_ID="YOUR_KEY_ID"
export APP_STORE_ISSUER_ID="YOUR_ISSUER_ID"
export APP_STORE_PRIVATE_KEY_PATH="/path/to/AuthKey_XXXXX.p8"

# Optional
export APP_STORE_APP_ID="YOUR_APP_ID"
export APP_STORE_KEY_TYPE="team"  # or "individual"

Usage

Run with your environment variables set (recommended):

app-store-connect-mcp

Or use a .env file during development:

# Copy and configure .env file
cp .env.example .env
# Edit .env with your credentials

# Run with --env-file flag
app-store-connect-mcp-dev --env-file .env

# Validate configuration without starting server
app-store-connect-mcp-dev --env-file .env --validate-only

Use with any MCP‑compatible client; the server announces tools and handles calls over stdio.

Generate or update API models

Models are generated from Apple's official OpenAPI spec (fetched automatically from Apple's developer site). You can override the source with APP_STORE_CONNECT_OPENAPI_URL to point to a local JSON file.

uv pip install -e .[dev]
python scripts/generate_models.py

Development

For development setup, testing, and contribution guidelines, see CONTRIBUTING.md.

Tools

Tools use a resource-first naming convention (resource.verb) with category tags for discoverability.

App Tools

• reviews.list: List customer reviews with filters (rating, territory, appStoreVersion).

• reviews.search: Advanced search with rating ranges, territory matching, date windows, and content search.

• reviews.get: Get detailed review information.

TestFlight Tools

• crashes.list: List crash submissions from beta testers with filters (device_model, os_version, app_platform, device_platform, build_id, tester_id).

• crashes.search: Advanced search with:

  • Server‑side filters (appPlatform, deviceModel, osVersion)

  • Post‑filters: OS ranges (min/max), device model substrings (e.g., "iPhone 15"), and date windows (created_since_days, created_after, created_before).

• crashes.get_by_id: Get detailed information about a specific crash submission.

• crashes.get_log: Retrieve the raw crash log text for a specific submission.

Analytics Tools

Requests:

• analytics_report_requests.list: List analytics report requests for an app with filters (access_type).

• report_requests.create: Create new analytics report requests for specific metrics and timeframes.

• report_requests.get: Get detailed information about a specific analytics report request.

Reports:

• report_requests.list_reports: List available reports within a request with filters (name, category).

• reports.get: Get specific analytics report information.

• reports.list_instances: List report instances with filters (granularity, processing_date).

• report_instances.get: Get detailed information about a specific report instance.

Segments:

• report_instances.list_segments: List data segments for a report instance.

• report_segments.get: Get segment download information (checksum, URL, size).

• report_instances.download_data: Download analytics report data to a TSV file.

Xcode Cloud Tools

Products & Workflows:

• products.list: List all Xcode Cloud products with filters (product_type).

• products.get: Get detailed information about a specific product.

• workflows.list: List workflows for a product with filters (is_enabled).

• workflows.get: Get detailed workflow information (note: create/update/delete operations not supported for safety).

Builds:

• builds.list: List builds for a product or workflow with filters (execution_progress, completion_status, is_pull_request_build).

• builds.get: Get detailed build information including status, duration, and issue counts.

• builds.start: Start a new build for a workflow with optional branch/tag or pull request specification.

Build Artifacts & Results:

• artifacts.list: List downloadable artifacts for a build.

• issues.list: List issues (errors, warnings) for builds or workflows.

• test_results.list: List test results including status, duration, and failure messages.

SCM Integration:

• scm_providers.list: List configured SCM providers (GitHub, GitLab, Bitbucket).

• repositories.list: List Git repositories for an SCM provider.

• pull_requests.list: List pull requests for a repository.

• git_references.list: List branches and tags for a repository.

Architecture

graph TD
    %% Entry Point
    subgraph "Entry Point"
        SERVER[server.py<br/>MCP stdio server]
    end

    %% Domain Implementations
    subgraph "Domain Handlers"
        TESTFLIGHT[testflight/handlers.py<br/>TestFlight crash<br/>management]
        APP[app/handlers.py<br/>App Store review<br/>management]
        ANALYTICS[analytics/handlers.py<br/>Analytics report<br/>management]
        XCODE_CLOUD[xcode_cloud/handlers.py<br/>Xcode Cloud CI/CD<br/>management]
    end

    %% Core Architecture
    subgraph "Core Components"
        subgraph "Core Framework"
            PROTOCOLS[protocols.py<br/>Abstract interfaces]
            BASE_HANDLER[base_handler.py<br/>Abstract base class]
            QUERY_BUILDER[query_builder.py<br/>Fluent query construction]
            FILTERS[filters.py<br/>Chainable filter engine]
            RESPONSE_HANDLER[response_handler.py<br/>API response processing]
            CONTAINER[container.py<br/>Dependency injection]
            ERRORS[errors.py<br/>Structured error handling]
        end

        subgraph "API Layer"
            ASC_CLIENT[app_store_connect.py<br/>App Store Connect client<br/>with JWT auth]
            HTTP_CLIENT[http_client.py<br/>Base HTTP client]
            MODELS[app_store_connect_models.py<br/>Auto-generated Pydantic<br/>models from OpenAPI spec]
        end

        subgraph "Data & Tools"
            OPENAPI[app_store_connect_api_openapi.json<br/>Apple's OpenAPI spec]
            GENERATE_SCRIPT[scripts/generate_models.py<br/>Model generation script]
        end
    end

    %% Vertical Stack Relationships
    SERVER -->|"routes to"| ANALYTICS
    ANALYTICS -->|"uses"| ASC_CLIENT

    %% Styling
    classDef entry fill:#f3e5f5,stroke:#4a148c,stroke-width:2px
    classDef core fill:#fff3e0,stroke:#e65100,stroke-width:2px
    classDef domain fill:#fce4ec,stroke:#880e4f,stroke-width:2px

    class SERVER entry
    class PROTOCOLS,BASE_HANDLER,QUERY_BUILDER,FILTERS,RESPONSE_HANDLER,CONTAINER,ERRORS,ASC_CLIENT,HTTP_CLIENT,MODELS,OPENAPI,GENERATE_SCRIPT core
    class TESTFLIGHT,APP,ANALYTICS,XCODE_CLOUD domain

Credits

Built on the official Model Context Protocol Python SDK — see the docs and examples in the python‑sdk README.

See CONTRIBUTING.md if you'd like to help.