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An agent for investigating and fixing bugs using Jira and codebase analysis

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  • Why this server?

    This server efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It can help the agent to understand the codebase for bug investigation.

    sourcesage

    sarathsp06
    Verified
    -
    security
    A
    license
    -
    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Python
    MIT License

  • Why this server?

    This server is designed for integrating with Atlassian products like Jira, which is crucial for managing support tickets. It allows the agent to access and manage tickets directly.

    MCP Atlassian

    adamjbird2
    -
    security
    A
    license
    -
    quality
    Model Context Protocol server for integrating with Atlassian products (Confluence and Jira) that supports both Atlassian Cloud and Server/Data Center deployments.
    1
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    This server provides a ticket tracking system that integrates with AI assistants, enabling the agent to manage tickets, comments, and track project tasks, facilitating the support ticket workflow.

    mcptix

    ownlytics
    Verified
    A
    security
    F
    license
    A
    quality
    A ticket tracking system that integrates with AI assistants through the Model Context Protocol (MCP), allowing LLMs to manage tickets, comments, and track project tasks.
    8
    1,005
    3
    TypeScript
    • Linux
    • Apple

  • Why this server?

    This server enables AI models to access filesystems through privacy-preserving path aliases with an optimized API interface, allowing the agent to access codebase files for analysis.

    BetterMCPFileServer

    MartinSchlott
    -
    security
    -
    license
    -
    quality
    A redesigned Model Context Protocol server that enables AI models to access filesystems through privacy-preserving path aliases with an optimized 6-function API interface.
    TypeScript
    MIT License

  • Why this server?

    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions and code understanding for bug fixes.

    LSP MCP Server

    Tritlo
    Verified
    -
    security
    A
    license
    -
    quality
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    2
    TypeScript
    MIT License

  • Why this server?

    This server facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding the agent in finding code examples and documentation related to the bug.

    Code Research MCP Server

    nahmanmate
    A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Why this server?

    Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.

    Source Map Parser MCP Server

    MasonChow
    Verified
    A
    security
    A
    license
    A
    quality
    Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.
    2
    150
    2
    TypeScript
    MIT License

  • Why this server?

    Enables comprehensive GitHub operations through natural language including file management, repository administration, issue tracking, and advanced code searching.

    GitHub MCP Server

    tuanle96
    Verified
    -
    security
    F
    license
    -
    quality
    Enables comprehensive GitHub operations through natural language including file management, repository administration, issue tracking, and advanced code searching.
    36,796
    1
    TypeScript

  • Why this server?

    A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.

    Context7 MCP

    upstash
    Verified
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that fetches up-to-date, version-specific documentation and code examples from libraries directly into LLM prompts, helping developers get accurate answers without outdated or hallucinated information.
    2
    21,298
    1,302
    JavaScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration. This enables dynamic code analysis and testing.

    JavaScript MCP Server

    yannbam
    -
    security
    F
    license
    -
    quality
    Allows AI models to run JavaScript/TypeScript code through Model Context Protocol tool calls, supporting both one-time script execution and stateful REPL sessions with npm package integration.
    TypeScript