THE PROJECT HAS BEEN SPLIT AND MOVED TO INDIVIDUAL REPOSITORIES.
- Google Kit: Tools for Gmail, Google Calendar, Google Chat
- RAG Kit: Tools for RAG, Memory
- Dev Kit: Tools for developers, jira, confluence, gitlab, github, ...
- Fetch Kit: Tools for fetch, scrape, ...
- Research Kit: Tools for research, academic, reasoning, ...
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.
For community support, discussions, and updates, please visit our forum at community.aiocean.io.
- Go 1.23.2 or higher
- Various API keys and tokens for the services you want to use
To install MyMCP Server for Claude Desktop automatically via Smithery (will guide you through interactive CLI setup):
npx -y @smithery/cli install @nguyenvanduocit/all-in-one-model-context-protocol --client claude
Note: Smithery will interactively prompt you for required configuration values and handle environment setup automatically
- Install the server:
go install github.com/nguyenvanduocit/all-in-one-model-context-protocol@latest
- Manual setup required - Create a
.env
file with your configuration:
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=
DEEPSEEK_API_KEY=
QDRANT_PORT=
GOOGLE_TOKEN_FILE=
GOOGLE_CREDENTIALS_FILE=
QDRANT_API_KEY=
- Config your claude's config:
{
"mcpServers": {
"my_mcp_server": {
"command": "all-in-one-model-context-protocol",
"args": ["-env", "/path/to/.env"],
}
}
}
GOOGLE_TOKEN_FILE is using for Google AI like Gemini, Google Search, Google Calendar, etc.
GOOGLE_CREDENTIALS_FILE is service account for advanced feature like Google Chat. You need to create project in Google Cloud Console and create service account. Then also need to create Google cloud bot chat for it. Ask any LLM model to create these for you.
There are a hidden variable ENABLE_TOOLS
in the environment variable. It is a comma separated list of tools group to enable. If not set, all tools will be enabled. Leave it empty to enable all tools.
Here is the list of tools group:
gemini
: Gemini-powered searchfetch
: Fetch toolsconfluence
: Confluence toolsyoutube
: YouTube toolsjira
: Jira toolsgitlab
: GitLab toolsscript
: Script toolsrag
: RAG toolsdeepseek
: Deepseek AI tools
Create a new event in Google Calendar
Arguments:
summary
(String) (Required): Title of the eventdescription
(String): Description of the eventstart_time
(String) (Required): Start time of the event in RFC3339 format (e.g., 2023-12-25T09:00:00Z)end_time
(String) (Required): End time of the event in RFC3339 formatattendees
(String): Comma-separated list of attendee email addresses
List upcoming events in Google Calendar
Arguments:
time_min
(String): Start time for the search in RFC3339 format (default: now)time_max
(String): End time for the search in RFC3339 format (default: 1 week from now)max_results
(Number): Maximum number of events to return (default: 10)
Update an existing event in Google Calendar
Arguments:
event_id
(String) (Required): ID of the event to updatesummary
(String): New title of the eventdescription
(String): New description of the eventstart_time
(String): New start time of the event in RFC3339 formatend_time
(String): New end time of the event in RFC3339 formatattendees
(String): Comma-separated list of new attendee email addresses
Respond to an event invitation in Google Calendar
Arguments:
event_id
(String) (Required): ID of the event to respond toresponse
(String) (Required): Your response (accepted, declined, or tentative)
Search Confluence
Arguments:
query
(String) (Required): Atlassian Confluence Query Language (CQL)
Get Confluence page content
Arguments:
page_id
(String) (Required): Confluence page ID
Create a new Confluence page
Arguments:
space_key
(String) (Required): The key of the space where the page will be createdtitle
(String) (Required): Title of the pagecontent
(String) (Required): Content of the page in storage format (XHTML)parent_id
(String): ID of the parent page (optional)
Update an existing Confluence page
Arguments:
page_id
(String) (Required): ID of the page to updatetitle
(String): New title of the page (optional)content
(String): New content of the page in storage format (XHTML)version_number
(String): Version number for optimistic locking (optional)
advanced reasoning engine using Deepseek's AI capabilities for multi-step problem solving, critical analysis, and strategic decision support
Arguments:
question
(String) (Required): The structured query or problem statement requiring deep analysis and reasoningcontext
(String) (Required): Defines the operational context and purpose of the query within the MCP ecosystemknowledge
(String): Provides relevant chat history, knowledge base entries, and structured data context for MCP-aware reasoning
Fetches content from a given HTTP/HTTPS URL. This tool allows you to retrieve text content from web pages, APIs, or any accessible HTTP endpoints. Returns the raw content as text.
Arguments:
url
(String) (Required): The complete HTTP/HTTPS URL to fetch content from (e.g., https://example.com)
List all available Google Chat spaces/rooms
Send a message to a Google Chat space or direct message
Arguments:
space_name
(String) (Required): Name of the space to send the message tomessage
(String) (Required): Text message to send
search the web by using Google AI Search. Best tool to update realtime information
Arguments:
question
(String) (Required): The question to ask. Should be a questioncontext
(String) (Required): Context/purpose of the question, helps Gemini to understand the question better
List GitLab projects
Arguments:
group_id
(String) (Required): gitlab group IDsearch
(String): Multiple terms can be provided, separated by an escaped space, either + or %20, and will be ANDed together. Example: one+two will match substrings one and two (in any order).
Get GitLab project details
Arguments:
project_path
(String) (Required): Project/repo path
List merge requests
Arguments:
project_path
(String) (Required): Project/repo pathstate
(String) (Default: all): MR state (opened/closed/merged)
Get merge request details
Arguments:
project_path
(String) (Required): Project/repo pathmr_iid
(String) (Required): Merge request IID
Create a note on a merge request
Arguments:
project_path
(String) (Required): Project/repo pathmr_iid
(String) (Required): Merge request IIDcomment
(String) (Required): Comment text
Get file content from a GitLab repository
Arguments:
project_path
(String) (Required): Project/repo pathfile_path
(String) (Required): Path to the file in the repositoryref
(String) (Required): Branch name, tag, or commit SHA
List pipelines for a GitLab project
Arguments:
project_path
(String) (Required): Project/repo pathstatus
(String) (Default: all): Pipeline status (running/pending/success/failed/canceled/skipped/all)
List commits in a GitLab project within a date range
Arguments:
project_path
(String) (Required): Project/repo pathsince
(String) (Required): Start date (YYYY-MM-DD)until
(String): End date (YYYY-MM-DD). If not provided, defaults to current dateref
(String) (Required): Branch name, tag, or commit SHA
Get details of a commit
Arguments:
project_path
(String) (Required): Project/repo pathcommit_sha
(String) (Required): Commit SHA
List GitLab user events within a date range
Arguments:
username
(String) (Required): GitLab usernamesince
(String) (Required): Start date (YYYY-MM-DD)until
(String): End date (YYYY-MM-DD). If not provided, defaults to current date
List all users in a GitLab group
Arguments:
group_id
(String) (Required): GitLab group ID
Create a new merge request
Arguments:
project_path
(String) (Required): Project/repo pathsource_branch
(String) (Required): Source branch nametarget_branch
(String) (Required): Target branch nametitle
(String) (Required): Merge request titledescription
(String): Merge request description
Search emails in Gmail using Gmail's search syntax
Arguments:
query
(String) (Required): Gmail search query. Follow Gmail's search syntax
Move specific emails to spam folder in Gmail by message IDs
Arguments:
message_ids
(String) (Required): Comma-separated list of message IDs to move to spam
Create a Gmail filter with specified criteria and actions
Arguments:
from
(String): Filter emails from this senderto
(String): Filter emails to this recipientsubject
(String): Filter emails with this subjectquery
(String): Additional search query criteriaadd_label
(Boolean): Add label to matching messageslabel_name
(String): Name of the label to add (required if add_label is true)mark_important
(Boolean): Mark matching messages as importantmark_read
(Boolean): Mark matching messages as readarchive
(Boolean): Archive matching messages
List all Gmail filters in the account
List all Gmail labels in the account
Delete a Gmail filter by its ID
Arguments:
filter_id
(String) (Required): The ID of the filter to delete
Delete a Gmail label by its ID
Arguments:
label_id
(String) (Required): The ID of the label to delete
Retrieve detailed information about a specific Jira issue including its status, assignee, description, subtasks, and available transitions
Arguments:
issue_key
(String) (Required): The unique identifier of the Jira issue (e.g., KP-2, PROJ-123)
Search for Jira issues using JQL (Jira Query Language). Returns key details like summary, status, assignee, and priority for matching issues
Arguments:
jql
(String) (Required): JQL query string (e.g., 'project = KP AND status = "In Progress"')
List all active and future sprints for a specific Jira board, including sprint IDs, names, states, and dates
Arguments:
board_id
(String) (Required): Numeric ID of the Jira board (can be found in board URL)
Create a new Jira issue with specified details. Returns the created issue's key, ID, and URL
Arguments:
project_key
(String) (Required): Project identifier where the issue will be created (e.g., KP, PROJ)summary
(String) (Required): Brief title or headline of the issuedescription
(String) (Required): Detailed explanation of the issueissue_type
(String) (Required): Type of issue to create (common types: Bug, Task, Story, Epic)
Modify an existing Jira issue's details. Supports partial updates - only specified fields will be changed
Arguments:
issue_key
(String) (Required): The unique identifier of the issue to update (e.g., KP-2)summary
(String): New title for the issue (optional)description
(String): New description for the issue (optional)
Retrieve all available issue status IDs and their names for a specific Jira project
Arguments:
project_key
(String) (Required): Project identifier (e.g., KP, PROJ)
Transition an issue through its workflow using a valid transition ID. Get available transitions from jira_get_issue
Arguments:
issue_key
(String) (Required): The issue to transition (e.g., KP-123)transition_id
(String) (Required): Transition ID from available transitions listcomment
(String): Optional comment to add with transition
Index a content into memory, can be inserted or updated
Arguments:
collection
(String) (Required): Memory collection namefilePath
(String) (Required): content file pathpayload
(String) (Required): Plain text payload
Index a local file into memory
Arguments:
collection
(String) (Required): Memory collection namefilePath
(String) (Required): Path to the local file to be indexed
Create a new vector collection in memory
Arguments:
collection
(String) (Required): Memory collection name
Delete a vector collection in memory
Arguments:
collection
(String) (Required): Memory collection name
List all vector collections in memory
Search for memory in a collection based on a query
Arguments:
collection
(String) (Required): Memory collection namequery
(String) (Required): search query, should be a keyword
Delete a vector index by filePath
Arguments:
collection
(String) (Required): Memory collection namefilePath
(String) (Required): Path to the local file to be deleted
Safely execute command line scripts on the user's system with security restrictions. Features sandboxed execution, timeout protection, and output capture. Supports cross-platform scripting with automatic environment detection.
Arguments:
content
(String) (Required):interpreter
(String) (Default: /bin/sh): Path to interpreter binary (e.g. /bin/sh, /bin/bash, /usr/bin/python, cmd.exe). Validated against allowed list for securityworking_dir
(String): Execution directory path (default: user home). Validated to prevent unauthorized access to system locations
Search the web using Brave Search API
Arguments:
query
(String) (Required): Query to search for (max 400 chars, 50 words)count
(Number) (Default: 5): Number of results (1-20, default 5)country
(String) (Default: ALL): Country code
`A detailed tool for dynamic and reflective problem-solving through thoughts. This tool helps analyze problems through a flexible thinking process that can adapt and evolve. Each thought can build on, question, or revise previous insights as understanding deepens.
When to use this tool:
- Breaking down complex problems into steps
- Planning and design with room for revision
- Analysis that might need course correction
- Problems where the full scope might not be clear initially
- Problems that require a multi-step solution
- Tasks that need to maintain context over multiple steps
- Situations where irrelevant information needs to be filtered out
Key features:
- You can adjust total_thoughts up or down as you progress
- You can question or revise previous thoughts
- You can add more thoughts even after reaching what seemed like the end
- You can express uncertainty and explore alternative approaches
- Not every thought needs to build linearly - you can branch or backtrack
- Generates a solution hypothesis
- Verifies the hypothesis based on the Chain of Thought steps
- Repeats the process until satisfied
- Provides a correct answer
Parameters explained:
- thought: Your current thinking step, which can include:
- Regular analytical steps
- Revisions of previous thoughts
- Questions about previous decisions
- Realizations about needing more analysis
- Changes in approach
- Hypothesis generation
- Hypothesis verification
- next_thought_needed: True if you need more thinking, even if at what seemed like the end
- thought_number: Current number in sequence (can go beyond initial total if needed)
- total_thoughts: Current estimate of thoughts needed (can be adjusted up/down)
- is_revision: A boolean indicating if this thought revises previous thinking
- revises_thought: If is_revision is true, which thought number is being reconsidered
- branch_from_thought: If branching, which thought number is the branching point
- branch_id: Identifier for the current branch (if any)
- needs_more_thoughts: If reaching end but realizing more thoughts needed
You should:
- Start with an initial estimate of needed thoughts, but be ready to adjust
- Feel free to question or revise previous thoughts
- Don't hesitate to add more thoughts if needed, even at the "end"
- Express uncertainty when present
- Mark thoughts that revise previous thinking or branch into new paths
- Ignore information that is irrelevant to the current step
- Generate a solution hypothesis when appropriate
- Verify the hypothesis based on the Chain of Thought steps
- Repeat the process until satisfied with the solution
- Provide a single, ideally correct answer as the final output
- Only set next_thought_needed to false when truly done and a satisfactory answer is reached`
Arguments:
thought
(String) (Required): Your current thinking stepnextThoughtNeeded
(Boolean) (Required): Whether another thought step is neededthoughtNumber
(Number) (Required): Current thought numbertotalThoughts
(Number) (Required): Estimated total thoughts neededisRevision
(Boolean): Whether this revises previous thinkingrevisesThought
(Number): Which thought is being reconsideredbranchFromThought
(Number): Branching point thought numberbranchId
(String): Branch identifierneedsMoreThoughts
(Boolean): If more thoughts are needed
Manage MCP tools - enable or disable tools
Arguments:
action
(String) (Required): Action to perform: list, enable, disabletool_name
(String): Tool name to enable/disable
Tạo kế hoạch sá» dụng các công cụ Ä‘ang kÃch hoạt để giải quyết yêu cầu
Arguments:
request
(String) (Required): Yêu cầu cần láºp kế hoạchcontext
(String) (Required): Ngữ cảnh liên quan đến yêu cầu
Get YouTube video transcript
Arguments:
video_id
(String) (Required): YouTube video ID
Update a video's title and description on YouTube
Arguments:
video_id
(String) (Required): ID of the video to updatetitle
(String) (Required): New title of the videodescription
(String) (Required): New description of the videokeywords
(String) (Required): Comma-separated list of keywords for the videocategory
(String) (Required): Category ID for the video. See https://developers.google.com/youtube/v3/docs/videoCategories/list for more information.
Get details (title, description, ...) for a specific video
Arguments:
video_id
(String) (Required): ID of the video
List YouTube videos managed by the user
Arguments:
channel_id
(String) (Required): ID of the channel to list videos formax_results
(Number) (Required): Maximum number of videos to return