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"Python Code for Data Analysis" matching MCP servers:

  • Gaffer MCP Server

    gaffer-sh
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    license
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    maintenance
    Connects AI coding assistants to Gaffer test history and coverage data to analyze project health, debug failures, and identify untested code areas. It enables tools to track test stability, cluster failures by root cause, and monitor code coverage trends across projects.
    3
    344
    1
    MIT
  • CData Sync MCP Server by CDataSoftware

    CData Sync MCP Serverofficial

    CDataSoftware
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    license
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    quality
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    Enables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.
    24
    4
    MIT

  • GitHub MCP Server

    rriesco
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    quality
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    maintenance
    Python MCP server for GitHub operations, providing native tool integration with Claude Code and other MCP clients. It enables managing issues, pull requests, CI status, milestones, and batch operations via natural language.
    15
    MIT

  • coderocket-mcp

    mlgraham
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    quality
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    maintenance
    MCP server for CodeRocket Deploy providing AI-generated CI/CD workflows and AI code review as tools inside Claude Code.
    9
    30
    MIT

  • playwright-trace-decoder-mcp

    vola-trebla
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    quality
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    maintenance
    An MCP server that unpacks and structures Playwright trace.zip archives so AI agents can perform root-cause analysis on CI failures, with 16 focused tools for inspection, DOM/UI analysis, root-cause analysis, and performance analysis.
    19
    45
    1
    MIT

  • SAST MCP Server

    Skyrxin
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    A
    quality
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    maintenance
    Enables AI agents to scan code for security vulnerabilities using multiple static analysis tools, with support for filtering, deduplication, and CI/CD integration.
    27
    2
    MIT

  • Ara Records MCP Server

    syndr
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    license
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    quality
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    maintenance
    Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.
    3
    17
    1
    MIT

  • Codemagic

    AgiMaulana
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    license
    A
    quality
    B
    maintenance
    A local Python MCP server that exposes the Codemagic CI/CD REST API as Claude-callable tools. Trigger builds, manage apps, download artifacts, and clear caches — all from Claude Code or Claude Desktop without leaving the chat.
    25
    1
    MIT

  • Lakeflow MCP Server

    arahimi-hims
    F
    license
    A
    quality
    D
    maintenance
    Enables AI agents to manage Databricks Lakeflow jobs by building and uploading Python wheels and triggering runs with specific arguments. It provides a structured way to orchestrate complex data experiments and monitor execution directly on Databricks clusters.
    5
    1

  • GitLab MCP Code Review

    ffpy
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    license
    A
    quality
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    maintenance
    Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.
    12
    4
    MIT

  • Bitbucket Cloud MCP Server

    Lexmata
    A
    license
    B
    quality
    C
    maintenance
    Enables interaction with Bitbucket Cloud through 25+ tools for managing repositories, pull requests, branches, commits, issues, pipelines, and code search with OAuth 2.0 authentication.
    34
    13
    1
    MIT