Mirascope Frog Logo
Mirascope
DocsBlogPricingCloud
⌘K
Type to search
⌘Kto search
Escto close
mirascope
v1.25.7
1.3k
Join our
Docs v1 (legacy)API ReferenceGuidesDocs
Welcome
Getting Started
Why Mirascope?HelpContributing0.x Migration Guide
Learn
OverviewPromptsCallsStreamsChainingResponse ModelsJSON ModeOutput ParsersToolsAgentsEvalsAsyncRetriesLocal Models
Provider-Specific Features
Thinking & ReasoningOpenAIAnthropic
Extensions
MiddlewareCustom LLM Provider
MCP - Model Context Protocol
Client
# Getting help with Mirascope If you need help getting started with **Mirascope** or with advanced usage, the following sources may be useful. ### Mirascope Community (Discord) The [Mirascope Community](https://mirascope.com/discord-invite) is a great place to ask questions and get help and chat about Mirascope. ### Usage Documentation The [documentation](/docs/mirascope) is the most complete guide on how to get started with **Mirascope**. ### SDK API Documentation The [API Reference](/docs/v1/api) gives reference docs for the **Mirascope** library, auto-generated directly from the code so it's always up-to-date. ### GitHub Issues The [Mirascope GitHub Issues](https://github.com/Mirascope/mirascope/issues) are a great place to ask questions and give us feedback. ### Email You can also email us at [support@mirascope.com](mailto:support@mirascope.com) or [feedback@mirascope.com](mailto:feedback@mirascope.com). ## How you can help Mirascope ### Star Mirascope on GitHub ⭐️ You can "star" Mirascope on [GitHub](https://github.com/mirascope/mirascope) ⭐️ ### Connect with the authors - Follow us on GitHub - See other related Open Source projects that might help you with machine learning - Follow William Bakst on [Twitter/X](https://twitter.com/WilliamBakst) - Tell me how you use mirascope - Hear about new announcements or releases - Connect with William Bakst on [LinkedIn](https://www.linkedin.com/in/wbakst/) - Give me any feedback or suggestions about what we're building ### Post about Mirascope - Twitter, Reddit, Hackernews, LinkedIn, and others. - We love to hear about how Mirascope has helped you and how you are using it. ### Help Others We are a kind and welcoming community that encourages you to help others with their questions on GitHub Issues or in our Slack Community. - Guide for asking questions - First, search through issues and discussions to see if others have faced similar issues - Be as specific as possible, add minimal reproducible example - List out things you have tried, errors, etc - Close the issue if your question has been successfully answered - Guide for answering questions - Understand the question, ask clarifying questions - If there is sample code, reproduce the issue with code given by original poster - Give them solution or possibly an alternative that might be better than what original poster is trying to do - Ask original poster to close the issue ### Review Pull Requests You are encouraged to review any pull requests. Here is a guideline on how to review a pull request: - Understand the problem the pull request is trying to solve - Ask clarification questions to determine whether the pull request belongs in the package - Check the code, run it locally, see if it solves the problem described by the pull request - Add a comment with screenshots or accompanying code to verify that you have tested it - Check for tests - Request the original poster to add tests if they do not exist - Check that tests fail before the PR and succeed after - This will greatly speed up the review process for a PR and will ultimately make Mirascope a better package

Provider

On this page

Provider

On this page

© 2026 Mirascope. All rights reserved.

Mirascope® is a registered trademark of Mirascope, Inc. in the U.S.

Privacy PolicyTerms of Use