Open-Source MCP tools

Break down complex problems into manageable steps, adjust approaches dynamically, and recommend tools for each stage. Ideal for planning, analysis, and multi-step solutions with evolving requirements. Track progress and refine strategies as understanding deepens.

Retrieve historical K-line (OHLCV) data for Chinese A-share stocks by specifying stock code, date range, frequency, and adjustment settings. Export data in a Markdown table format for analysis.

Execute AppleScript or JavaScript for Automation (JXA) on macOS to automate tasks. Utilize pre-defined scripts, raw code, or local files. Supports input substitution, script debugging, and execution timeout settings.

Discover and access pre-built AppleScript and JXA automation solutions for macOS tasks. Search scripts by keywords, browse categories, or list all available options to streamline automation workflows without starting from scratch.

Define and automate data workflows with custom nodes for partitioning, chunking, prompting, and embedding. Configure directed acyclic graphs (DAGs) to process data from source to destination efficiently.

Clarifies user intent by prompting for input via a pop-up, ensuring accurate actions by resolving ambiguity, confirming plans, or validating assumptions before proceeding.

Download specific resources like vectors, PSDs, photos, and AI-generated content by providing a resource ID. Supports resizing images to designated sizes while maintaining aspect ratio.

Initiates Google OAuth 2.0 authentication to grant access to specific Google services like Gmail, Drive, or Calendar. Generates an authorization URL for users to complete sign-in, enabling secure credential establishment for the current session.

Retrieve detailed metadata for a specific resource using its ID, supporting formats like PSD, vector, photo, and AI-generated content. Access previews, author details, creation dates, and available formats in JSON.

Search and retrieve visual resources with filters for orientation, content type, license, and more. Use query parameters to refine results based on specific criteria.

Modify scheduled posts in Metricool by updating specific fields such as date, content, or media. Confirm changes with the user and ensure requirements like images for Instagram or videos for YouTube are met.

Generate forecasts for values between 0 and 1 using a NormalizedForecaster agent. Specify input data, forecast start date, time scale, and horizon length to receive predictions and text explanations. Integrates with Chronulus for AI-powered forecasting.

Solve constraint programming problems with Google OR-Tools. Define variables, constraints, and objectives in a structured format to find optimal solutions for complex scenarios.

Generate forecasts for values between 0 and 1 using a NormalizedForecaster agent. Provide session_id, input data model, and input data to receive predictions with text explanations, including support for files and text inputs.

Search for icons by term, slug, or filters like color, shape, and type. Define order, page, and results per page to retrieve relevant icon data in JSON format.

Analyze stored image files to understand content, extract text, or answer questions using AI. Configure the tool to use specific AI models or rely on server defaults for tasks like object identification or OCR.

Initiate a persistent chat session to gather multiple user inputs quickly. Ideal for brainstorming, multi-step processes, or sequential preferences. Maintains context and chat history for efficient, continuous interaction.

Break down complex tasks into traceable steps, self-correct, and recommend tools for problem-solving. Log thought threads to guide dynamic reasoning and iterative refinement.

Register a user request and plan associated tasks to initiate a structured workflow. Ensures user approval at each step, facilitating controlled task progression and completion management.

Search and retrieve symbols like classes or methods within a single file using a name path pattern. Specify depth to include children and restrict searches with paths, file/directory filters, or symbol kinds.

Retrieve specific node data from a Figma file by providing the file key and node ID, enabling direct access to design elements for integration or analysis.

Generate images from text prompts using the Gemini model, returning both text and image outputs. Supports interactive image editing, mixed text-image outputs, and includes SynthID watermarks for all generated images. Specify "create image" or "provide image" in prompts for best results.

Add annotations, images, and fields to PDFs, including text, shapes, links, and form filling. Modify PDFs and scanned documents with customizable properties for text, fonts, positioning, and more.

Design and implement multi-step workflows with structured steps, dependencies, and configurations to automate tasks, enabling efficient task management and streamlined processes using MCP tools and cognitive actions.

Transform an input image using a text prompt and specified style parameters to generate raster or vector visuals. Customize styles, substyles, and models to refine output images for diverse use cases like digital art, logos, or realistic portraits.

Retrieve detailed experiment metadata and results by ID, including outputs, annotations, and evaluator scores for analysis and comparison.

Retrieve detailed information about a specific icon using its unique ID, including attributes like author, style, thumbnails, and more, via Freepik FastMCP Toolkit.

Extracts and combines project file contents with metadata from a specified root directory. Targets specific files or directories and applies default or custom rules for filtering. Ideal for generating comprehensive project context for analysis or model input.

Add existing passengers to a travel program in LumbreTravel. Requires passenger IDs and program ID. Use related tools to create or retrieve passenger details before proceeding.

Fetch a sample of 10 recent log events from the specified log type in the Panther data lake. Use the returned query ID to retrieve results, enabling quick exploration of log data structure and patterns.

Write or edit files on the MCP server by specifying the percentage of changes needed. Use search/replace blocks for minor edits or provide full content for major updates, ensuring precise file modifications.

Modify the body of a specified symbol in code files automatically. Ensures correct indentation by aligning with the original symbol's structure, simplifying updates in large codebases.

Capture macOS screen content, target specific app windows or entire screens, and output as files or Base64 data. Optionally analyze images using AI models for insights.