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A tool for generating workflow graphs from textual descriptions

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  • Why this server?

    This server offers systematic reasoning capabilities, featuring Beam Search and Monte Carlo Tree Search which could be useful for generating workflow steps.

    MCP Reasoner

    parmarjh
    A
    security
    A
    license
    A
    quality
    A systematic reasoning MCP server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search to facilitate complex problem-solving and decision-making processes.
    1
    8
    TypeScript
    MIT License

  • Why this server?

    This server provides a structured thinking process with dynamic thought chains and exploration paths which can be applied to create a workflow graph.

    Retrieval-Augmented Thinking MCP Server

    stat-guy
    A
    security
    A
    license
    A
    quality
    Enhances AI model capabilities with structured, retrieval-augmented thinking processes that enable dynamic thought chains, parallel exploration paths, and recursive refinement cycles for improved reasoning.
    1
    4
    JavaScript
    MIT License

  • Why this server?

    This server helps navigate thought processes using branches, which is conceptually similar to a workflow graph.

    Branch Thinking MCP Server

    m-siles
    A
    security
    A
    license
    A
    quality
    An MCP server for navigating thought processes using branches, supporting thought cross-references and priority tracking to enhance insight generation and structured idea exploration.
    1
    20
    TypeScript
    MIT License

  • Why this server?

    Aids in breaking down complex issues into sequential steps, helpful for defining the sequence of tasks in a workflow.

    Sequential Thinking MCP Server

    arben-adm
    Verified
    A
    security
    A
    license
    A
    quality
    This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.
    3
    74
    Python
    MIT License
    • Apple

  • Why this server?

    This server guides tool usage in problem-solving, recommending MCP tools at each step, useful for automating workflows based on available tools.

    mcp-sequentialthinking-tools

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage.
    1
    245
    95
    TypeScript
    MIT License

  • Why this server?

    ATLAS provides hierarchical task management to Large Language Models, enabling the structured management of tasks and dependencies within a workflow.

    atlas-mcp-server

    cyanheads
    Verified
    A
    security
    A
    license
    A
    quality
    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
    22
    216
    112
    TypeScript
    Apache 2.0
    • Linux
    • Apple

  • Why this server?

    This server integrates Google's OR-Tools, allowing the submission, validation, and solving of constraint models, useful for optimizing workflow steps.

    Google OR-Tools server

    Jacck
    -
    security
    A
    license
    -
    quality
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    4
    Python
    MIT License
    • Apple

  • Why this server?

    Generates modern UI components from natural language descriptions which could assist in visualizing workflow processes.

    Magic Component Platform (MCP)official

    21st-dev
    A
    security
    F
    license
    A
    quality
    An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
    3
    9,309
    1,270
    TypeScript
    • Linux
    • Apple

  • Why this server?

    Provides focused reasoning and thought process visualization which can help in mapping out workflow steps.

    Deepseek Thinker MCP Server

    ruixingshi
    A
    security
    F
    license
    A
    quality
    Provides reasoning content to MCP-enabled AI clients by interfacing with Deepseek's API or a local Ollama server, enabling focused reasoning and thought process visualization.
    1
    54
    24
    JavaScript

  • Why this server?

    Helps generate unconventional solutions and creating branches of thinking, which is useful for thinking outside the box in coming up with workflows.

    Unconventional-thinking MCP server

    stagsz
    Verified
    A
    security
    A
    license
    A
    quality
    This is a MCP server that implements an unreasonable thinking system. It helps generate unconventional solutions: Generating unreasonable thoughts that challenge conventional wisdom. Creating branches of thinking in different directions
    3
    10
    JavaScript
    MIT License
    • Apple