> ## Documentation Index
> Fetch the complete documentation index at: https://docs.comput3.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# MCP Tools

> Pre-built MCP tools and integrations available on Comput3 Network

Explore the comprehensive library of pre-built MCP tools and integrations available on Comput3 Network for immediate use with your AI models.

## Available MCP Tools

### Development Tools

<AccordionGroup>
  <Accordion title="GitHub Integration">
    **Complete GitHub repository and project management**

    **Capabilities**:

    * Repository browsing and file access
    * Issue tracking and management
    * Pull request review and comments
    * Commit history and code analysis
    * Organization and team management

    **Example Queries**:

    * "Show me the latest commits in the frontend repository"
    * "Create an issue for the bug we just discussed"
    * "Review the open pull requests and summarize the changes"
    * "Find similar issues in our repository history"

    **Setup Requirements**:

    * GitHub App or OAuth token
    * Repository access permissions
    * Organization admin approval (for org-wide access)
  </Accordion>

  <Accordion title="GitLab Integration">
    **GitLab project and pipeline management**

    **Capabilities**:

    * Project and group access
    * Merge request management
    * CI/CD pipeline monitoring
    * Issue and epic tracking
    * Wiki and documentation access

    **Configuration**:

    ```json theme={null}
    {
      "name": "gitlab-projects",
      "server_type": "gitlab",
      "config": {
        "base_url": "https://gitlab.com/api/v4",
        "authentication": {
          "type": "personal_access_token",
          "token_env": "GITLAB_TOKEN"
        }
      }
    }
    ```
  </Accordion>

  <Accordion title="Code Execution">
    **Safe code execution environment**

    **Supported Languages**:

    * Python with popular libraries (pandas, numpy, matplotlib)
    * JavaScript/Node.js with npm packages
    * Shell commands (restricted for security)
    * SQL queries (read-only by default)

    **Security Features**:

    * Sandboxed execution environment
    * Resource limits (CPU, memory, time)
    * Network access controls
    * File system restrictions
  </Accordion>
</AccordionGroup>

### Communication Tools

<AccordionGroup>
  <Accordion title="Slack Workspace">
    **Full Slack workspace integration**

    **Capabilities**:

    * Channel message history and search
    * Direct message access (with permissions)
    * File and document sharing
    * User and channel management
    * Automated message posting

    **Example Usage**:

    * "Summarize today's messages in the #development channel"
    * "Send a status update to the team Slack"
    * "Find discussions about the new feature in Slack history"

    **Required Permissions**:

    ```json theme={null}
    {
      "scopes": [
        "channels:read",
        "channels:history", 
        "chat:write",
        "files:read",
        "users:read"
      ]
    }
    ```
  </Accordion>

  <Accordion title="Discord Server">
    **Discord server and community management**

    **Features**:

    * Server and channel access
    * Message history and search
    * User management and roles
    * Bot integration capabilities

    **Setup**:

    ```json theme={null}
    {
      "name": "community-discord",
      "server_type": "discord",
      "config": {
        "bot_token_env": "DISCORD_BOT_TOKEN",
        "guild_id": "your-server-id",
        "permissions": {
          "read_messages": true,
          "send_messages": true,
          "manage_messages": false
        }
      }
    }
    ```
  </Accordion>

  <Accordion title="Email Integration">
    **Email account and management integration**

    **Providers Supported**:

    * Gmail (via Google API)
    * Outlook (via Microsoft Graph)
    * IMAP/SMTP servers
    * Custom email APIs

    **Capabilities**:

    * Email reading and search
    * Draft creation and sending
    * Attachment handling
    * Calendar integration
  </Accordion>
</AccordionGroup>

### Data and Analytics Tools

<AccordionGroup>
  <Accordion title="Database Connectors">
    **Multi-database support with read/write capabilities**

    **Supported Databases**:

    * **PostgreSQL**: Full SQL query support
    * **MySQL**: Complete database access
    * **SQLite**: Local database files
    * **MongoDB**: Document database queries
    * **Redis**: Cache and session data
    * **ClickHouse**: Analytics and time-series data

    **Features**:

    * Natural language to SQL translation
    * Query result analysis and visualization
    * Schema discovery and documentation
    * Data quality assessment
  </Accordion>

  <Accordion title="Cloud Storage">
    **Access files and documents from cloud storage**

    **Supported Providers**:

    * **AWS S3**: Bucket and object access
    * **Google Drive**: File and folder management
    * **Dropbox**: Personal and business accounts
    * **OneDrive**: Microsoft cloud storage
    * **Box**: Enterprise file sharing

    **Capabilities**:

    * File listing and search
    * Content reading and analysis
    * File upload and management
    * Sharing and permission management
  </Accordion>

  <Accordion title="Analytics Platforms">
    **Business intelligence and analytics integration**

    **Supported Platforms**:

    * **Google Analytics**: Website and app analytics
    * **Mixpanel**: Product analytics
    * **Amplitude**: User behavior analytics
    * **Tableau**: Business intelligence dashboards
    * **Power BI**: Microsoft analytics platform

    **Use Cases**:

    * Automated report generation
    * Trend analysis and insights
    * Performance monitoring
    * User behavior analysis
  </Accordion>
</AccordionGroup>

### Productivity Tools

<AccordionGroup>
  <Accordion title="Google Workspace">
    **Complete Google Workspace integration**

    **Services Included**:

    * **Gmail**: Email management and search
    * **Google Drive**: File storage and sharing
    * **Google Docs**: Document creation and editing
    * **Google Sheets**: Spreadsheet analysis
    * **Google Calendar**: Event management

    **Example Workflows**:

    * "Analyze the data in this Google Sheet and create a summary"
    * "Schedule a meeting based on team availability"
    * "Search my Gmail for emails about the project"
  </Accordion>

  <Accordion title="Microsoft 365">
    **Microsoft 365 and Office integration**

    **Services**:

    * **Outlook**: Email and calendar management
    * **OneDrive**: File storage and collaboration
    * **Word**: Document processing
    * **Excel**: Spreadsheet analysis
    * **Teams**: Communication and collaboration

    **Authentication**: Microsoft Graph API with OAuth 2.0
  </Accordion>

  <Accordion title="Notion Workspace">
    **Notion database and page management**

    **Capabilities**:

    * Database queries and analysis
    * Page content reading and creation
    * Property updates and management
    * Relation and rollup calculations

    **Configuration**:

    ```json theme={null}
    {
      "name": "company-notion",
      "server_type": "notion",
      "config": {
        "integration_token_env": "NOTION_TOKEN",
        "database_ids": {
          "projects": "database-id-1",
          "tasks": "database-id-2"
        }
      }
    }
    ```
  </Accordion>
</AccordionGroup>

## Tool Usage Examples

### Development Workflow

<CodeGroup>
  ```text GitHub Code Review theme={null}
  "Review the latest pull request in the backend repository. 
  Check for potential security issues, code quality problems, 
  and suggest improvements. Also check if tests are included."
  ```

  ```text Database Analysis theme={null}
  "Query our user database to find the top 10 most active users 
  this month. Include their signup date, last activity, and 
  total session time. Format as a table."
  ```

  ```text Slack Communication theme={null}
  "Send a summary of today's development progress to the 
  #team-updates channel. Include completed tasks, 
  current blockers, and tomorrow's priorities."
  ```
</CodeGroup>

### Business Intelligence

<CodeGroup>
  ```text Sales Analytics theme={null}
  "Analyze our sales data from the PostgreSQL database. 
  Show trends for the last quarter, identify top-performing 
  products, and highlight any concerning patterns."
  ```

  ```text Customer Support theme={null}
  "Search our support ticket system for similar issues to 
  the one described. Provide a summary of common solutions 
  and escalation patterns."
  ```

  ```text Marketing Analysis theme={null}
  "Review our Google Analytics data for the marketing 
  campaign. Calculate ROI, identify best-performing channels, 
  and suggest optimization opportunities."
  ```
</CodeGroup>

### Content Management

<CodeGroup>
  ```text Document Processing theme={null}
  "Analyze all the PDF documents in our Google Drive 'Research' 
  folder. Extract key insights, create a summary, and identify 
  common themes across the documents."
  ```

  ```text Knowledge Base theme={null}
  "Search our Notion knowledge base for information about 
  deployment procedures. Create a step-by-step checklist 
  based on the existing documentation."
  ```

  ```text Email Management theme={null}
  "Review my Gmail for emails about the project launch. 
  Summarize action items, deadlines, and key decisions 
  from the email thread."
  ```
</CodeGroup>

## Custom Tool Development

### Building MCP Servers

<Steps>
  <Step title="Choose Implementation">
    Select your preferred technology stack for building MCP servers.

    <Tabs>
      <Tab title="Python">
        **Using the official MCP Python SDK**

        ```python theme={null}
        from mcp import MCPServer, Resource, Tool

        server = MCPServer("custom-tool")

        @server.resource("users")
        def get_users():
            # Return user data
            return {"users": [...]}

        @server.tool("send_notification")
        def send_notification(message: str):
            # Send notification logic
            return {"status": "sent"}
        ```
      </Tab>

      <Tab title="TypeScript">
        **Using the MCP TypeScript SDK**

        ```typescript theme={null}
        import { MCPServer } from '@modelcontextprotocol/sdk';

        const server = new MCPServer('custom-tool');

        server.addResource('projects', async () => {
          return { projects: await getProjects() };
        });

        server.addTool('create_task', async (params) => {
          return await createTask(params);
        });
        ```
      </Tab>

      <Tab title="Go">
        **Using the MCP Go SDK**

        ```go theme={null}
        package main

        import "github.com/modelcontextprotocol/go-sdk"

        func main() {
            server := mcp.NewServer("custom-tool")
            
            server.AddResource("data", func() interface{} {
                return getData()
            })
            
            server.AddTool("process", func(params map[string]interface{}) interface{} {
                return processData(params)
            })
            
            server.Start()
        }
        ```
      </Tab>
    </Tabs>
  </Step>

  <Step title="Deploy MCP Server">
    Host your custom MCP server for use with Comput3 Network.

    **Deployment Options**:

    * Docker containers on any cloud provider
    * Serverless functions (AWS Lambda, Google Cloud Functions)
    * Traditional VPS or dedicated servers
    * Kubernetes clusters for scalability
  </Step>

  <Step title="Register with Comput3">
    Add your custom MCP server to your Comput3 account configuration.

    ```json theme={null}
    {
      "name": "my-custom-tool",
      "server_type": "custom",
      "config": {
        "url": "https://your-mcp-server.com",
        "authentication": {
          "type": "api_key",
          "key_env": "CUSTOM_MCP_KEY"
        }
      }
    }
    ```
  </Step>
</Steps>

## Enterprise Features

### Team Management

<CardGroup cols={2}>
  <Card title="Shared Configurations" icon="users">
    Share MCP server configurations across team members with role-based access.
  </Card>

  <Card title="Audit Logging" icon="list">
    Complete audit trails for all MCP operations and data access.
  </Card>

  <Card title="Access Controls" icon="key">
    Fine-grained permissions for different team roles and responsibilities.
  </Card>

  <Card title="Usage Monitoring" icon="chart-bar">
    Track MCP usage across team members and optimize resource allocation.
  </Card>
</CardGroup>

### Compliance and Governance

<AccordionGroup>
  <Accordion title="Data Governance">
    **Ensure data access complies with organizational policies**

    * Data classification and labeling
    * Access approval workflows
    * Retention policy enforcement
    * Data lineage tracking
  </Accordion>

  <Accordion title="Compliance Reporting">
    **Generate reports for regulatory compliance**

    * GDPR data access reports
    * SOX compliance documentation
    * HIPAA audit trails
    * Custom compliance frameworks
  </Accordion>

  <Accordion title="Risk Management">
    **Identify and mitigate data access risks**

    * Anomaly detection for unusual access patterns
    * Automated risk scoring
    * Policy violation alerts
    * Incident response workflows
  </Accordion>
</AccordionGroup>

## Getting Help

<CardGroup cols={3}>
  <Card title="Documentation" icon="book" href="/mcp/setup">
    Complete setup guide for configuring MCP servers.
  </Card>

  <Card title="Community" icon="users" href="https://discord.gg/comput3">
    Join our Discord for MCP tips and community-built integrations.
  </Card>

  <Card title="Enterprise Support" icon="phone" href="mailto:enterprise@comput3.ai">
    Get dedicated support for complex MCP implementations.
  </Card>
</CardGroup>