AIO-MCP Server

What it is

An aggregate MCP server for development and workplace tooling. Rather than running eight separate servers, it exposes each integration as a tool group and lets you enable only the groups you have credentials for. Alongside the service integrations it carries a RAG memory store on Qdrant, a shell-script executor, a Deepseek reasoning tool and a sequential-thinking scratchpad.

What you get

• GitLab work: projects, merge requests and their notes, file contents at a ref, pipelines, commits and user events, plus creating an MR or cloning a repo locally — gitlab_list_projects, gitlab_get_project, gitlab_list_mrs, gitlab_get_mr_details, gitlab_create_MR_note, gitlab_get_file_content, gitlab_list_pipelines, gitlab_list_commits, gitlab_get_commit_details, gitlab_list_user_events, gitlab_list_group_users, gitlab_create_mr, gitlab_clone_repo
• Jira issues read, searched with JQL, created, updated and transitioned, with the board's sprints and the project's status IDs — jira_get_issue, jira_search_issue, jira_list_sprints, jira_create_issue, jira_update_issue, jira_list_statuses, jira_transition_issue
• Confluence pages searched with CQL, read, created, updated and diffed between versions — confluence_search, confluence_get_page, confluence_create_page, confluence_update_page, confluence_compare_versions
• Gmail searched with Gmail query syntax, plus filter and label management and moving messages to spam — gmail_search, gmail_create_filter, gmail_list_filters, gmail_delete_filter, gmail_list_labels, gmail_delete_label, gmail_move_to_spam
• Google Calendar events listed, created, updated and responded to, and Google Chat spaces listed and posted into — calendar_list_events, calendar_create_event, calendar_update_event, calendar_respond_to_event, gchat_list_spaces, gchat_send_message
• A vector memory on Qdrant: create and list collections, index a file or a text payload, search a collection, and delete an index by file path — RAG_memory_create_collection, RAG_memory_list_collections, RAG_memory_index_file, RAG_memory_index_content, RAG_memory_search, RAG_memory_delete_index_by_filepath, RAG_memory_delete_collection
• Web and page access, YouTube transcripts and video management, a sandboxed script runner, and reasoning helpers — web_search, ai_web_search, get_web_content, youtube_transcript, youtube_list_videos, youtube_get_video_details, youtube_update_video, execute_comand_line_script, deepseek_reasoning, sequentialthinking, sequentialthinking_history, tool_manager, tool_use_plan

Requirements

Go 1.23.2 or higher to install with go install github.com/athapong/aio-mcp@latest, or the Smithery installer. Credentials are per integration and all live in one .env file or the client's env block: GITLAB_HOST and GITLAB_TOKEN, ATLASSIAN_HOST, ATLASSIAN_EMAIL and ATLASSIAN_TOKEN, BRAVE_API_KEY, GOOGLE_AI_API_KEY, GOOGLE_CREDENTIALS_FILE and GOOGLE_TOKEN_FILE, QDRANT_HOST, QDRANT_PORT and QDRANT_API_KEY, plus OPENAI_API_KEY and OPENAI_EMBEDDING_MODEL for embeddings. ENABLE_TOOLS is a comma-separated list of groups — gemini, fetch, brave_search, google_maps, confluence, youtube, jira, gitlab, script, rag, deepseek — and leaving it empty enables everything. It speaks stdio by default; ENABLE_SSE=true with SSE_ADDR and SSE_BASE_PATH (or the matching -sse flags) serves /sse and /message over HTTP instead.

Setup effort

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

Tools you get

61 tools named in the project's documentation.

Requires

• aio-mcp on PATH
• Go 1.23.2 or later

Optional

• GITLAB_TOKEN in your environment
• BRAVE_API_KEY in your environment
• ATLASSIAN_TOKEN in your environment
• GOOGLE_AI_API_KEY in your environment
• OPENAI_API_KEY in your environment
• DEEPSEEK_API_KEY in your environment
• GOOGLE_TOKEN_FILE in your environment
• GOOGLE_CREDENTIALS_FILE in your environment
• QDRANT_API_KEY in your environment
• GOOGLE_MAPS_API_KEY in your environment

Where it runs

The documented client runs the server on your machine.