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Provides summarized output from various actions, optimizing token usage for efficient processing of large datasets and language models.

Enables iterative reasoning through structured drafts with explicit reasoning chains, allowing for focused critiques and targeted revisions to improve problem-solving quality through systematic refinement.

Integrates with Freedcamp's task management platform to create, update, list, and delete tasks with bulk operations and secure HMAC-SHA1 authentication.

Provides secure access to SWI-Prolog logic programming through dual query modes with sandboxed execution, dynamic knowledge base management, and mathematical operations for educational use cases, logic puzzle solving, and AI reasoning workflows.

Lightweight Python FastAPI server implementation for streamlined server-side interactions, using modern tooling like uv for dependency management and GitHub Actions for automated testing and deployment.

Integrates with Twitch's IRC and Helix API to provide real-time chat moderation with smart user targeting, automated timeout management, and stream control features including polls, predictions, and content updates.

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Shopify Storefront

Official Remote

Integrates with individual Shopify stores to enable product catalog search, cart management, and policy inquiries for complete shopping experiences from discovery to checkout.

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Semrush

Official Remote

Provides AI agents with secure access to Semrush's public APIs (SEO data, traffic and market data)

Provides background process management capabilities, enabling LLMs to start, stop, and monitor long-running command-line processes.

Integrates with Android devices through ADB connectivity to read, modify, add, and delete SharedPreferences and DataStore preference files for debugging app preferences, automating testing workflows, and managing app configuration data.

Integrates with ChatTempMail API to create temporary email addresses, retrieve messages, and manage disposable email sessions for account verification, testing email flows, and privacy protection during online registrations.

Provides powerful image manipulation capabilities including resizing, cropping, object detection, OCR text extraction, and finding objects based on text descriptions using Python with OpenCV and Ultralytics

Enables automated GUI testing and control across operating systems by wrapping PyAutoGUI to perform mouse movements, keyboard input, screenshot capture, and image recognition tasks.

Provides unified access to multiple database types including PostgreSQL, MySQL, SQLite, DuckDB, BigQuery, and Snowflake with tools for schema inspection, data sampling, read-only querying, and intelligent pattern matching across tables.

Integrates with OpenDAL to provide unified access to diverse storage backends, enabling LLMs to read from and write to various storage systems for data management tasks.

Generates conventional commit messages from staged git changes by analyzing diffs and file status to create properly formatted commits with optional type and scope parameters.

Extracts and converts PDF content to clean markdown text using Mistral AI's OCR service with intelligent caching to avoid re-processing documents.

Bridges AI assistants with JIRA issue tracking systems, enabling users to query and manipulate JIRA data without switching contexts.

Integrates with Plane's project management platform through 76 specialized tools for complete issue, project, module, cycle, label, state, comment, attachment, time tracking, custom property, sub-issue, and transfer operations with cursor-based pagination for efficient data handling.

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Peek

Official Remote

Provides real-time access to travel experiences, activities, and tours with live availability and pricing data for accurate trip planning with bookable activities across destinations worldwide.

Generates ASCII art speech and thought bubbles using the cowsay library with 9 character variants including tux, dragon, elephant, and skeleton for adding whimsical text formatting to conversations.