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650,439 tools. Updated 2026-10-13 07:03

"Python code quality improvement and codebase diagram generation tools" matching MCP tools:

  • scan_with_banditA

    MCP Security ScannerA

    Scan Python code with Bandit to uncover security vulnerabilities including SQL injection, hardcoded secrets, and unsafe functions.
    MIT No Attribution

  • td_run_pythonA

    TouchDesigner MCP ServerA

    Executes arbitrary Python code in a running TouchDesigner project via td_mcp bridge. Use for ad-hoc tasks not covered by structured live-control tools; requires the bridge's "Allow Python" flag to be enabled.
    MIT

  • execute_codeA

    freecad-mcpA

    Execute custom Python code in FreeCAD to handle operations beyond standard tools. The code is checked for safety before running, and you receive output plus a screenshot.
    MIT

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  • DiagramOAuth

    Saves the diagrams your AI draws and gives you a link to share. Edits update the same link.

  • CodebaseOAuth

    Build websites and apps with your AI agent. Get a live preview, ask for changes, keep the code. Builds use your account's credits. Publishing needs an API key with the appropriate permission and never happens automatically. https://codebase.design/agents

  • python_outlineA

    project-explorer-mcpA

    Extract a structural outline from Python files—imports, classes, functions, docstrings—to simplify code review, navigation, and documentation.
    MIT

  • generate_diagramA

    AWS Diagram MCP ServerA

    Generate architecture diagrams from Python code using the diagrams package. Create AWS, Kubernetes, and custom diagrams by writing code that defines components and connections.
    Apache 2.0

  • get_system_contextA

    MCP Code ModeA

    Retrieve system environment details including OS, Python version, installed libraries, and execution mode before generating code. Helps tailor code to the current setup and avoid errors.
    MIT

  • describe_plotA

    mcp-plotting-serverA

    Generate Plotly figures from data and natural-language descriptions. Handles open-ended chart requests by writing and running Python code, returning the figure as JSON.
    MIT

  • agno_examplesA

    Agno Docs MCP ServerA

    Retrieve SDK code examples for building Agno agents. Provide a category such as agents, tools, or memory to get complete, runnable Python code.
    MIT

  • suggest_improvementsA

    App Factory MCPA

    Generates suggestions for improving your app (UX, performance, retention) and your idea (positioning, monetization) by analyzing project context or codebase.
    MIT

  • run_python_codeA

    MCP Python InterpreterA

    Execute Python code with flexible execution modes including inline for speed and subprocess for isolation. Use to run Python scripts, test code snippets, or maintain session state across executions.
    MIT

  • execute_scriptA

    FreeCAD MCP ServerA

    Run custom Python scripts in FreeCAD to create objects, modify properties, run macros, or access APIs not exposed by other tools.
    GNU Lesser General Public v2.1 or later

  • validate_diagram_specA

    Diagrams MCP ServerA

    Validate diagram specifications before generation to check node validity, connection references, and cluster memberships, returning validation results with any errors or warnings.
    MIT

  • vocabulary_healthA

    ontomicsA

    Measure codebase vocabulary health: convention coverage, naming consistency, and semantic cluster cohesion. Identify top inconsistencies and uncovered identifiers to improve code quality.
    MIT

  • execute_codeA

    Blender Copilot MCP ServerC

    Run arbitrary Python code within Blender to handle advanced tasks beyond standard tools, using bpy, mathutils, and math, with results in a 'result' variable.
    MIT