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.

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.

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.

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.

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

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.

Create a new Heroku application with customizable settings, including name, region, private space, or team association. Automatically generate app names if not specified and receive detailed app information upon creation.

Convert speech to text using a selected ASR model, save transcriptions with optional timestamps and word boosts, and store output files in a specified directory. Includes cost alerts for API usage.

Retrieve a structured file tree of a project to gain an overview or examine specific subdirectories. Customize search depth and apply path filters for targeted results.

Run PostgreSQL queries on Supabase databases, handling READ, WRITE, and SCHEMA operations with safety controls. Requires UNSAFE mode for modifications and confirms high-risk actions to ensure secure database management.

Analyze performances, creative works, or decisions by alternating between empathetic actor and analytical critic viewpoints, providing balanced assessments with actionable feedback for improvement.

Query and analyze API requests managed by Kong Konnect Gateway using customizable filters for time range, status codes, HTTP methods, and more. Retrieve detailed request data including latency, consumer IDs, and service routes.

Locate specific code chunks in a file by searching for matching strings or functions. Use after identifying relevant files to pinpoint exact content needed for analysis or debugging.

Solve linear or mixed-integer programming problems using HiGHs solver by defining variables, objectives, and constraints. Obtain solutions for optimization tasks with support for dense/sparse matrices and multiple algorithms.

Retrieve a document ID by searching for its exact or partial title in the MCP Outline Server. Use this tool to locate a document when you know its title or need to verify its existence for further operations.

Move a block and its children to a new location in Logseq graphs. Choose to position it as a child or sibling of the target block using the 'as_child' parameter.