📌Overview

Purpose: To provide a robust Model Context Protocol (MCP) server that seamlessly integrates with various development tools, enhancing productivity through AI-powered capabilities.

Overview: The AIO-MCP Server is an advanced server implementation designed for developers, enabling efficient interactions with platforms like GitLab, Jira, Confluence, and YouTube. It leverages AI technologies for enhanced search capabilities and offers a suite of utility tools that streamline development workflows.

Key Features:

• AI-Powered Search: Utilizes advanced search algorithms to improve data retrieval from integrated platforms, facilitating quicker access to needed information.

• Multi-Platform Integration: Provides easy connectivity with various tools such as GitLab, Jira, Confluence, and YouTube, enhancing versatility and efficiency in project management and collaboration.

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AIO-MCP Server

A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more. This server provides AI-powered search capabilities and various utility tools for development workflows.

Prerequisites

• Go 1.23.2 or higher
• Various API keys and tokens for the services you want to use

Installation

Installing via Smithery

To install AIO-MCP Server for Claude Desktop automatically via Smithery (interactive CLI setup):

npx -y @smithery/cli install @athapong/aio-mcp --client claude

Smithery will prompt for required configuration values and handle environment setup.

Installing via Go

Set up the Go environment so binaries install into your Go bin path:

1. Ensure GOPATH is set (default: $HOME/go on Unix or %USERPROFILE%\go on Windows).
2. Make sure $GOPATH/bin is in your system's PATH.

For Linux/macOS, add to your shell config (e.g., ~/.bashrc or ~/.zshrc):

export GOPATH=$HOME/go
export PATH=$PATH:$GOPATH/bin

Reload shell config:

source ~/.bashrc

For Windows PowerShell:

[Environment]::SetEnvironmentVariable("GOPATH", "$env:USERPROFILE\go", "User")
[Environment]::SetEnvironmentVariable("PATH", "$env:PATH;$env:USERPROFILE\go\bin", "User")

For Windows Command Prompt:

setx GOPATH "%USERPROFILE%\go"
setx PATH "%PATH%;%USERPROFILE%\go\bin"

Verify environment variables:

go env GOPATH
echo $PATH  # Unix/macOS
echo %PATH%  # Windows CMD
$env:PATH    # Windows PowerShell

Install the server:

go install github.com/athapong/aio-mcp@latest

Configuration

Create a .env file with your configuration (example keys):

ENABLE_TOOLS=
QDRANT_HOST=
ATLASSIAN_HOST=
ATLASSIAN_EMAIL=
GITLAB_HOST=
GITLAB_TOKEN=
BRAVE_API_KEY=
ATLASSIAN_TOKEN=
GOOGLE_AI_API_KEY=
PROXY_URL=
OPENAI_API_KEY=
OPENAI_EMBEDDING_MODEL=
DEEPSEEK_API_KEY=
QDRANT_PORT=
GOOGLE_TOKEN_FILE=
GOOGLE_CREDENTIALS_FILE=
QDRANT_API_KEY=
USE_OLLAMA_DEEPSEEK=

Configure Claude Desktop:

{
  "mcpServers": {
    "aio-mcp": {
      "command": "aio-mcp",
      "args": ["-env", "/path/to/.env"]
    }
  }
}

Alternatively, override environment variables directly:

{
  "mcpServers": {
    "aio-mcp": {
      "command": "aio-mcp",
      "env": {
        "ENABLE_TOOLS": "",
        "OPENAI_BASE_URL": "",
        "GOOGLE_AI_API_KEY": "",
        "GITLAB_TOKEN": "",
        "GITLAB_HOST": "",
        "QDRANT_HOST": "",
        "QDRANT_API_KEY": "",
        "PROXY_URL": "",
        "OPENAI_API_KEY": "",
        "GOOGLE_TOKEN_FILE": "",
        "GOOGLE_CREDENTIALS_FILE": "",
        "ATLASSIAN_TOKEN": "",
        "BRAVE_API_KEY": "",
        "QDRANT_PORT": "",
        "ATLASSIAN_HOST": "",
        "ATLASSIAN_EMAIL": "",
        "USE_OPENROUTER": "",
        "DEEPSEEK_API_KEY": "",
        "OPENROUTER_API_KEY": "",
        "DEEPSEEK_API_BASE": "",
        "USE_OLLAMA_DEEPSEEK": "",
        "OLLAMA_URL": ""
      }
    }
  }
}

Enable Tools

The ENABLE_TOOLS environment variable is a comma-separated list of tool groups to enable. If empty or unset, all tools are enabled.

Available tool groups:

• gemini
• fetch
• brave_search
• google_maps
• confluence
• youtube
• jira
• gitlab
• script
• rag
• deepseek (includes reasoning and advanced search, requires USE_OLLAMA_DEEPSEEK=true)

Available Tools

Calendar Tools

• calendar_create_event: Create new Google Calendar event
  Required arguments: summary, start_time, end_time

• calendar_list_events: List upcoming events
  Optional arguments: time_min, time_max, max_results

• calendar_update_event: Update an event
  Required: event_id

• calendar_respond_to_event: Respond to an event invitation
  Required: event_id, response

Confluence Tools

• confluence_search: Search by CQL query
  Required: query

• confluence_get_page: Get page content by ID
  Required: page_id

• confluence_create_page: Create page
  Required: space_key, title, content

• confluence_update_page: Update page
  Required: page_id

• confluence_compare_versions: Compare page versions
  Required: page_id, source_version, target_version

Deepseek Reasoning

• deepseek_reasoning: AI multi-step problem-solving engine
  Required: question, context
  Optional: knowledge

Web Content

• get_web_content: Fetch raw text content from an HTTP/HTTPS URL
  Required: url

Google Chat

• gchat_list_spaces: List Google Chat spaces
• gchat_send_message: Send message to a space
  Required: space_name, message

AI Web Search

• ai_web_search: Google AI Search with context
  Required: question, context

GitLab Tools

• gitlab_list_projects: List projects in a group
  Required: group_id

• gitlab_get_project: Get project details
  Required: project_path

• gitlab_list_mrs: List merge requests
  Required: project_path
  Optional: state

• gitlab_get_mr_details: Get MR details
  Required: project_path, mr_iid

• gitlab_create_MR_note: Create note on MR
  Required: project_path, mr_iid, comment

• gitlab_get_file_content: Retrieve file content
  Required: project_path, file_path, ref

• gitlab_list_pipelines: List pipelines
  Required: project_path
  Optional: status

• gitlab_list_commits: List commits by date range
  Required: project_path, since, ref
  Optional: until

• gitlab_get_commit_details: Get commit details
  Required: project_path, commit_sha

• gitlab_list_user_events: List user events
  Required: username, since
  Optional: until

• gitlab_list_group_users: List users in group
  Required: group_id

• gitlab_create_mr: Create merge request
  Required: project_path, source_branch, target_branch, title

• gitlab_clone_repo: Clone or update repo
  Required: project_path
  Optional: ref

Gmail Tools

• gmail_search: Search emails using Gmail syntax
  Required: query

• gmail_move_to_spam: Move emails to spam
  Required: message_ids

• gmail_create_filter: Create an email filter with criteria and actions

• gmail_list_filters: List all filters

• gmail_list_labels: List all labels

• gmail_delete_filter: Delete a filter
  Required: filter_id

• gmail_delete_label: Delete a label
  Required: label_id

Jira Tools

• jira_get_issue: Get issue details
  Required: issue_key

• jira_search_issue: Search Jira issues with JQL
  Required: jql

• jira_list_sprints: List active/future sprints
  Required: board_id

• jira_create_issue: Create new issue
  Required: project_key, summary, description, issue_type

• jira_update_issue: Update issue
  Required: issue_key

• jira_list_statuses: List issue statuses
  Required: project_key

• jira_transition_issue: Transition issue status
  Required: issue_key, transition_id

RAG Memory Tools

• RAG_memory_index_content: Index content into memory
• RAG_memory_index_file: Index local file
• RAG_memory_create_collection: Create a vector collection
• RAG_memory_delete_collection: Delete a collection
• RAG_memory_list_collections: List collections
• RAG_memory_search: Search memory by query
• RAG_memory_delete_index_by_filepath: Delete index by file path

Command Line Script Execution

• execute_comand_line_script: Safely execute command line scripts with security restrictions
  Arguments: content (script), interpreter (default: /bin/sh), working_dir

Web Search

• web_search: Search using Brave Search API
  Arguments: query, optional count, country

Sequential Thinking

• Detailed tool for dynamic, reflective problem-solving through stepwise thoughts
• Supports revisions, branching, uncertainty expressions, hypothesis generation, and verification
• Arguments include current thought, flags for need of further thoughts, revision info, summary, and results

Tool Management

• tool_manager: Manage MCP tools
  Arguments: action (list, enable, disable), tool_name

Tool Use Planning

• tool_use_plan: Create a plan using available tools
  Arguments: request, context

YouTube Tools

• youtube_transcript: Get video transcript by video_id
• youtube_update_video: Update video metadata
• youtube_get_video_details: Get details of a video
• youtube_list_videos: List user-managed videos
  Required: channel_id, max_results