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"An MCP server for structured problem-solving and reflective thinking" matching MCP servers:

  • gitlab-mcp

    structured-world
    A
    license
    Not graded
    quality
    A
    maintenance
    Full-coverage GitLab MCP server with 44 tools across 18 resource types. Agent-optimized CQRS design — one tool call handles complete multi-step operations. Supports OAuth 2.1, read-only mode, stdio/SSE/StreamableHTTP transports, and GraphQL-native work items with full hierarchy (epics,issues,etc)
    1,922
    6
    Apache 2.0

  • Banking and Fintech MCP Server

    anhtuanluu
    F
    license
    Not graded
    quality
    D
    maintenance
    A FastMCP-based server designed for the banking and fintech domains, providing tools for database queries, Git operations, and deployment management. It features a modular architecture with reusable prompt templates and integrated security practices for sensitive data handling.

  • GitHub MCP Server

    crypto-ninja
    A
    license
    Not graded
    quality
    B
    maintenance
    Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.
    4
    AGPL 3.0

  • GitLab MCP for Code Review

    mehmetakinn
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that integrates AI assistants like Claude with GitLab's merge requests, allowing them to review code changes, add comments, and approve/unapprove merge requests directly through the GitLab API.
    45
    MIT

  • GitHub Issues MCP Server

    Bhagwatak29
    F
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that enables AI models to securely read and manage GitHub issues with authenticated access, confirmation prompts for write operations, and metrics tracking for tool-call reliability.

  • git-mcp-server

    saitolume
    A
    license
    A
    quality
    B
    maintenance
    A local MCP server that provides a safe, explicit set of Git operations for version control tasks like status, diff, branching, staging, committing, fetching, merging, and pushing.
    13
    45
    MIT

  • Bitbucket Server MCP

    garc33
    A
    license
    A
    quality
    B
    maintenance
    Facilitates interaction with Bitbucket Server for pull request management using the MCP protocol, supporting operations such as creating, merging, commenting, and reviewing pull requests.
    15
    66
    Apache 2.0

  • Git MCP Server

    Ray0907
    A
    license
    B
    quality
    D
    maintenance
    A modular MCP server that provides a unified interface for interacting with GitHub and GitLab, including enterprise and self-hosted instances. It enables comprehensive management of repositories, issues, pull requests, and CI/CD pipelines through natural language.
    23
    64
    MIT

  • Bitbucket MCP Server

    zhanglc
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that provides tools for interacting with the Bitbucket API, supporting both Bitbucket Cloud and Bitbucket Server, enabling pull request, branch, file, code review, and search operations.
    19
    4,628
    MIT

  • GitLab MCP Server

    TheRealChrisThomas
    A
    license
    B
    quality
    C
    maintenance
    An MCP server that provides comprehensive access to the GitLab API for project management, repository operations, and issue tracking. It enables users to perform file operations, manage branches, and coordinate organization-wide workflows through project and group-level milestones.
    30
    74
    1
    MIT