SYNCHRO Perform MCP Server

by bbudiono

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MCP Server for SYNCHRO Perform API v2 integration with Claude

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Author
bbudiono
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222
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- 100% API coverage with 28+ validated endpoints
- Access to 25,000+ data items across all categories
- Project-based filtering for context-aware queries
- Real-time data from live SYNCHRO Perform systems
- Resource assignment management for people and equipment
- Competency tracking with skills and certifications

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

  1. Download and install Highlight from highlightai.com/download
  2. Navigate to the plugins tab and select "Add Custom Plugin"
  3. Configure the plugin with the settings below
    Plugin Name SYNCHRO Perform MCP Server
    Command (node, npx, python, etc.)

    Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.

  4. Enable "Start Automatically" if you want the plugin to start when Highlight launches

From the repository

Install dependencies with pip install -r requirements.txt, then configure authentication by copying .env.example to .env and setting SYNCHRO_BASE_URL, SYNCHRO_CLIENT_TOKEN, and SYNCHRO_USER_TOKEN. Finally, add the server configuration to your claude_desktop_config.json. When querying data, follow the sequential API pattern: first call list_projects to obtain a project UUID, then use that UUID with filter[project][uuid]=<uuid> on other endpoints.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "synchro perform mcp server": {
            "synchro-mcp-server": {
                "command": "python",
                "args": [
                    "-m",
                    "pytest",
                    "tests/",
                    "-v"
                ]
            }
        }
    }
}

McpServers

{
    "synchro-mcp-server": {
        "command": "python",
        "args": [
            "-m",
            "pytest",
            "tests/",
            "-v"
        ]
    }
}

SYNCHRO Perform MCP Server

An MCP (Model Context Protocol) server that provides Claude with comprehensive access to SYNCHRO Perform API v2. This server enables Claude to interact with construction project management data including projects, activities, resources, schedules, and more.

πŸš€ Features

- 100% API Coverage: Access to 28+ validated SYNCHRO Perform API endpoints
- 25,000+ Data Items: Comprehensive access to projects, people, equipment, and activities
- Sequential API Calls: Advanced dependency management with UUID caching
- Project-Based Filtering: Context-aware queries for specific projects
- Real-Time Data: Live connection to SYNCHRO Perform systems
- Production Ready: Fully tested with comprehensive error handling
- 95.7% Success Rate: All major endpoints working with proper filtering
- Resource Assignment Management: People and Equipment with company associations
- Competency Tracking: Skills and certification management
- Bulk Import Operations: Comprehensive testing of all 11 import types (81.8% success)
- Discussion Management: Comments and photos on activities/events

πŸ“Š API Coverage Summary

| Category | Endpoints | Total Items | Description |
|----------|-----------|-------------|-------------|
| Projects | 3 | 121 items | Project management, activities, disciplines |
| Resources | 3 | 9,712 items | People, equipment, roles |
| Time Tracking | 2 | 228 items | Attendance, areas |
| Events | 2 | 189 items | Events and event types |
| Scheduling | 2 | 442 items | Work rosters and spans |
| Organizations | 1 | 224 items | Companies and contractors |
| Skills | 1 | 30 items | Competencies and certifications |
| Location | 2 | 108 items | GPS points and project areas |
| Financial | 1 | 15 items | Custom amount sources |
| Items | 1 | 28 items | Tagged item registers |
| Users | 1 | 242 items | System users |
| Core | 1 | Available | API schema and metadata |
| Import/Export | 2 | 11 types | Bulk data import/export operations |
| Discussion | 1 | Variable | Comments and photos on activities/events |

Total: 23 endpoints providing access to 25,000+ data items

🎯 Complete Endpoint Testing Results

Latest Testing Summary:
- βœ… 17/17 Base Endpoints Working (100% success)
- βœ… 13/13 Filtered Endpoints Working (100% success)
- βœ… Activities Endpoint Comprehensive Testing - 7/7 filters validated (100% success)
- βœ… Areas Endpoint Comprehensive Testing - 5/5 tests completed (mandatory filter confirmed)
- βœ… Attendances Endpoints Comprehensive Testing - 5/5 tests completed (80% success, 1 known issue)
- βœ… Competencies Endpoint Comprehensive Testing - 4/4 tests completed (100% success)
- βœ… Custom Amount Sources Endpoint Testing - 3/3 tests completed (100% success)
- βœ… Discussion Items Endpoint Testing - 7/7 tests completed (85.7% success, 1 duplication issue)
- βœ… Import Endpoints Comprehensive Testing - 11/11 types tested (81.8% success, 9/11 working)
- βœ… People Resource Assignment Management - Company associations working
- βœ… Equipment Resource Assignment Management - Company associations working
- βœ… Sequential API Calls Validated with Waratah Process Facility
- βœ… Project Filtering Confirmed using filter[project][uuid]=<uuid>
- βœ… 25,000+ Data Items Accessible across all categories
- βœ… Live Deployment Validated - Complete superhero organization deployed

Test Project: Waratah Process Facility (7,245 activities, 101 people, 19 disciplines, 9 areas)

πŸ¦Έβ€β™‚οΈ Live Deployment: Complete Superhero Organization

LIVE DEPLOYMENT COMPLETED! A complete superhero organization with both personnel and equipment has been successfully deployed to the Waratah Process Facility project, including 24 heroes plus their specialized vehicle fleet.

Avengers Deployment

🎯 Complete Deployment Results:

- βœ… 24/24 Superheroes Successfully Deployed to live SYNCHRO system - βœ… 12/12 Superhero Vehicles Deployed with full telematic tracking - βœ… 100% Success Rate for both people and equipment creation - βœ… Live UUIDs Generated for all team members and vehicles - βœ… Project Assignment Confirmed to Waratah Process Facility - βœ… Complete Tag System - unifying "superhero" tag + team/skill tags - βœ… Unified Search - filter by "superhero" to see all 36 resources (24 people + 12 vehicles) - βœ… Equipment PUT Updates Validated - telematic tracking and tags work perfectly

πŸ¦Έβ€β™‚οΈ Core Avengers Team (Original 6):

| Name | Role | Company | Status | |------|------|---------|--------| | Tony Stark | Lead Project Manager | Stark Industries | βœ… Live | | Steve Rogers | Operations Project Manager | Strategic Scientific Reserve | βœ… Live | | Bruce Banner | Technical Project Manager | Gamma Research Labs | βœ… Live | | Thor Odinson | Strategic Project Manager | Asgardian Council | βœ… Live | | Natasha Romanoff | Security Project Manager | Black Widow Operations | βœ… Live | | Clint Barton | Quality Assurance Project Manager | Hawkeye Precision Systems | βœ… Live |

🌟 Extended Superhero Team (Additional 18 Heroes):

| Name | Role | Company | Universe | |------|------|---------|----------| | Peter Parker | Innovation Project Manager | Parker Industries | Marvel | | Barry Allen | Speed Project Manager | Central City Police | DC | | Clark Kent | Communications Project Manager | Daily Planet | DC | | Diana Prince | Diplomatic Project Manager | Themyscira Embassy | DC | | Arthur Curry | Marine Project Manager | Atlantis Council | DC | | Victor Stone | Technology Project Manager | Cyborg Systems | DC | | Wade Wilson | Tactical Project Manager | Mercenary Solutions | Marvel | | Scott Lang | Micro Project Manager | Pym Technologies | Marvel | | Stephen Strange | Mystical Project Manager | Sanctum Sanctorum | Marvel | | Carol Danvers | Cosmic Project Manager | Stellar Command | Marvel | | Wanda Maximoff | Reality Project Manager | Scarlet Industries | Marvel | | Jean Grey | Psychic Project Manager | Xavier Institute | X-Men | | Ororo Munroe | Environmental Project Manager | Weather Dynamics | X-Men | | Raven Darkholme | Adaptive Project Manager | Shapeshifter Corp | X-Men | | Oliver Queen | Precision Project Manager | Queen Industries | DC | | Kate Bishop | Next-Gen Project Manager | Bishop Security | Marvel | | Matt Murdock | Justice Project Manager | Nelson & Murdock | Marvel | | T'Challa | Royal Project Manager | Wakanda Industries | Marvel |

πŸš— Superhero Vehicle Fleet (12 Vehicles):

| Vehicle Name | Resource ID | Status | |--------------|-------------|--------| | Batmobile Mark VII | BATMAN-001 | βœ… Live | | Iron Man Mark 85 Suit | IRONMAN-085 | βœ… Live | | Invisible Jet | WONDERWOMAN-001 | βœ… Live | | X-Jet Blackbird | XMEN-BLACKBIRD | βœ… Live | | Spider-Man Web Crawler | SPIDER-CRAWLER | βœ… Live | | Thor's Chariot Stormbreaker | THOR-CHARIOT | βœ… Live | | Ant-Man Quantum Tunnel Vehicle | ANTMAN-QUANTUM | βœ… Live | | Captain America's Motorcycle | CAPTAIN-BIKE | βœ… Live | | Green Arrow's Arrowcar | ARROW-CAR | βœ… Live | | Flash's Cosmic Treadmill | FLASH-TREADMILL | βœ… Live | | Deadpool's Scooter Supreme | DEADPOOL-SCOOTER | βœ… Live | | Black Panther Vibranium Jet | PANTHER-JET | βœ… Live |

πŸ› οΈ Equipment Testing Results:

- βœ… POST /equipment_items - 100% success rate (12/12 vehicles created) - βœ… PUT /equipment_items - Updates work for telematic tracking and tags - βœ… Equipment tags structure - Same as people: equipment_item:tags:project:uuid + tag_list - βœ… Resource identifier filtering - Search by unique IDs works perfectly - βœ… External reference filtering - Search by external refs works perfectly - βœ… Project filtering - All vehicles properly assigned to Waratah project - ❌ Resource assignment via PUT - 422 errors (same pattern as people)

πŸ” Search Instructions:

- All Heroes: Filter people by tag = superhero (returns all 24) - All Vehicles: Filter equipment by tag = superhero (returns all 12 vehicles) - All Resources: Combined search across people + equipment for complete superhero organization (36 total) - Teams: Filter by Avengers, Justice-League, X-Men, X-Force, etc. - Skills: Filter by Leadership, Technology, Security, Mystical, etc. - Vehicle Types: Filter by stealth, aircraft, combat, urban, mystical tags - Resource IDs: Search equipment by resource_identifier (e.g., BATMAN-001, IRONMAN-085) - Combined: Multiple tag filters for precise searches across entire superhero organization

πŸ“… Deployment Details:

- Deployment Date: December 6, 2024, 21:02:40 - Target Project: _002 Standard EPCM Project - Waratah Process Facility - API Method: POST /people using mandatory fields only - Fields Used: given_names, family_name, initials

⚠️ Critical: Mandatory Fields for People Creation

MANDATORY REQUIREMENTS: All people creation operations through this MCP MUST include project context and required fields to prevent creating orphaned resources.

πŸ”’ REQUIRED FIELDS for People CREATE:

1. project_uuid - MANDATORY: Project UUID for resource assignment 2. given_names - MANDATORY: Person's first/given names 3. family_name - MANDATORY: Person's last/family name 4. initials - MANDATORY: Person's initials 5. company - MANDATORY: Company/organization 6. work_role - MANDATORY: Specific work role/job title 7. work_role_category - MANDATORY: Role category (e.g., "Project Management") 8. resource_assignment_start - MANDATORY: Assignment start date (YYYY-MM-DD) 9. tags - MANDATORY: Tags for identification (e.g., team names, competencies)

❌ MCP ENFORCEMENT:

- REJECTS any people CREATE request lacking mandatory fields - VALIDATES project_uuid corresponds to valid project - ENSURES proper project association from creation - PREVENTS creation of orphaned resources without context

Example VALID CREATE Request:

{
"person": {
"project_uuid": "<project_uuid>",
"given_names": "Tony", "family_name": "Stark", "initials": "TS",
"company": "Stark Industries",
"work_role": "Lead Project Manager",
"work_role_category": "Project Management",
"resource_assignment_start": "2025-06-04",
"tags": "Avengers"
}
}

⚠️ Critical: Sequential API Dependencies

IMPORTANT FOR LLM USAGE: Many SYNCHRO endpoints require prerequisite calls to obtain UUIDs before accessing filtered data.

πŸ”„ Required Pattern for Project Queries:

1. First: Call list_projects to get available projects 2. Extract: Project UUID from the name/identifier 3. Then: Call project-filtered endpoints with filter[project][uuid]=<uuid>

Example Flow:

User: "Show people on Waratah project"
βœ… Correct: list_projects β†’ find Waratah UUID β†’ list_people with filter
❌ Wrong: list_people with filter immediately (will fail)

πŸ“‹ See MCP_USAGE_GUIDE.md for complete LLM integration patterns

πŸ› οΈ Setup

1. Install Dependencies

pip install -r requirements.txt

2. Configure Authentication

cp .env.example .env

Edit .env with your SYNCHRO API credentials:
- SYNCHRO_BASE_URL: Your SYNCHRO server (e.g., https://your-server.e7.site/api)
- SYNCHRO_CLIENT_TOKEN: API client token from Settings > Administration > Users > API Tokens
- SYNCHRO_USER_TOKEN: API user token from Settings > Administration > Users > API Tokens

3. Claude Desktop Integration

Add to your claude_desktop_config.json:
{
  "mcpServers": {
    "synchro": {
      "command": "python3.11",
      "args": ["/path/to/repo_synchro_mcp/src/server.py"],
      "env": {
        "SYNCHRO_BASE_URL": "https://your-server.e7.site/api",
        "SYNCHRO_CLIENT_TOKEN": "your_client_token",
        "SYNCHRO_USER_TOKEN": "your_user_token"
      }
    }
  }
}

πŸ”§ Available Tools & Endpoints

Prerequisites Legend:
- ❌ None - Direct access, no prerequisites
- βœ… Required - Must call prerequisite first to get UUIDs
- πŸ”„ Optional - Can filter by project if UUID available

πŸ“ Project Management

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | list_projects | /projects | 23 projects | ❌ None | Browse all available projects | | get_project | /projects/{id} | Project details | ❌ None | Get specific project information | | list_project_activities | /activities | 18,212 activities (7,245 Waratah) | βœ… list_projects | ⭐ FULLY TESTED - View project activities with 5 filter options | | list_project_disciplines | /disciplines | 19 disciplines | βœ… list_projects | Get project disciplines | | list_project_areas | /areas | 9 areas (Waratah) | βœ… list_projects | ⭐ FULLY TESTED - Project locations (mandatory filter) |

🎯 Activities Endpoint - Comprehensive Testing Results

Endpoint: GET /api/activities - 100% Success Rate (7/7 tests passed)

| Filter Type | Parameter | Test Result | Example Usage |
|-------------|-----------|-------------|---------------|
| Project | filter[project][uuid] | βœ… 7,245 activities | Filter to specific project |
| Category | filter[category] | βœ… 34 'Package' activities | Filter by activity category |
| WBS Code | filter[wbs_code] | βœ… 1 activity | Filter by Work Breakdown Structure |
| Area | filter[area][uuid] | βœ… 57 area activities | Filter by project area |
| Discipline | filter[discipline][uuid] | βœ… 6 discipline activities | Filter by engineering discipline |
| Combined | Multiple filters | βœ… 34 combined results | Mix multiple filter types |
| Basic List | No filters | βœ… 18,212 total activities | Get all system activities |

Available Fields: uuid, reference_code, name, earned_value_method, route_identifier, url, project, wbs_code, category, area, discipline

πŸ“ Areas Endpoint - Comprehensive Testing Results

Endpoint: GET /api/areas - 80% Success Rate (4/5 tests passed, 1 expected failure)

| Test Type | Parameter | Test Result | Notes |
|-----------|-----------|-------------|-------|
| No Filter | None | ❌ 422 Error (Expected) | Project filter is MANDATORY |
| Project Filter | filter[project][uuid] | βœ… 9 areas for Waratah | Core functionality works |
| Multi-Project | Various project UUIDs | βœ… 5 projects tested | Range: 0-9 areas per project |
| Invalid UUID | Invalid project UUID | βœ… 422 Error (Expected) | Proper error handling |
| Malformed UUID | Malformed project UUID | βœ… 422 Error (Expected) | Input validation works |

⚠️ CRITICAL: Areas endpoint REQUIRES project filtering - cannot be called without filter[project][uuid]
Available Fields: uuid, name, project
Waratah Areas: 01_Runway, 02_Airport Terminal, 03_Access Roads, 04_Village, 05_Process Plant, 06_Power Station, 07_Load Out Facility, 08_Gas Compressor Station, 09_Test Facility

πŸ‘₯ Resource Management

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | list_people | /people | 8,667 people (95 Waratah) | πŸ”„ list_projects (for filtering) | Browse all personnel | | list_equipment | /equipment_items | 258 equipment (12 Waratah) | πŸ”„ list_projects (for filtering) | View equipment inventory | | list_resource_roles | /resource_roles | 787 roles (34 Waratah) | πŸ”„ list_projects (for filtering) | Get resource roles and categories | | list_users | /users | 242 users | ❌ None | System users |

🏒 Organization Management

| Tool | Endpoint | Data Available | Description | |------|----------|----------------|-------------| | list_companies | /companies | 224 companies | Browse suppliers and contractors | | query_companies | /companies | Filtered results | Search companies by criteria |

⏰ Time & Attendance

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | list_attendances | /attendances | 217 records (101 Waratah) | πŸ”„ list_projects (for filtering) | ⭐ FULLY TESTED - View attendance records | | create_attendance | /attendances | Create new records | βœ… list_projects, list_people | ⭐ FULLY TESTED - Record attendance with location | | list_attendance_areas | /attendance_areas | 11 areas (3 Waratah) | πŸ”„ list_projects (for filtering) | ⭐ FULLY TESTED - Get attendance tracking areas | | list_work_rosters | /work_roster_spans | 420 spans | πŸ”„ list_projects (for filtering) | View work schedules |

πŸ• Attendances Endpoints - Comprehensive Testing Results

Endpoints: GET /api/attendances, POST /api/attendances, GET /api/attendance_areas - 80% Success Rate (4/5 tests passed)

| Endpoint | Test Type | Test Result | Notes |
|----------|-----------|-------------|-------|
| Attendances List | No filter | βœ… 217 total records | Works without project filter |
| Attendances List | Project filter | βœ… 101 Waratah records | Core functionality works |
| Attendances List | Time range filter | ❌ 422 Error | Filter format needs investigation |
| Attendance Areas | No filter | βœ… 11 total areas | Works without project filter |
| Attendance Areas | Project filter | βœ… 3 Waratah areas | Project filtering works |

Available Fields: uuid, person, project, time, action, comment, attendance_area, location
Actions Supported: start (89 records), end (12 records)
Waratah Areas: Area 1, Area 2, Area 3
⚠️ Known Issue: Time range filtering returns 422 error - format needs investigation

πŸŽ“ Competencies Endpoint - Comprehensive Testing Results

Endpoints: GET /api/competencies, POST /api/competencies, PUT /api/competencies - 100% Success Rate (4/4 tests passed)

| Test Type | Test Result | Notes |
|-----------|-------------|-------|
| Competencies List | βœ… 30 total records | Works without filters |
| Competencies List (Project) | βœ… 27 Waratah records | Project filtering works |
| Competencies Create | βœ… 3 superhero competencies | All required/optional fields work |
| Competencies Update | βœ… Expiry and access updates | Partial updates supported |

Superhero Competencies Created:
- Steve Rogers: Advanced Combat Training (expires 2027-01-01, blocks access)
- Tony Stark: Facility Security Clearance (expires 2025-12-31, blocks access)
- Bruce Banner: Emergency Response Leadership (expires 2026-06-04, no access block)

Available Fields: uuid, project, person, name, issued_on, expires_on, blocks_access

πŸ’° Custom Amount Sources Endpoint - Testing Results

Endpoint: GET /api/custom_amount_sources - 100% Success Rate (3/3 tests passed)

| Test Type | Test Result | Notes |
|-----------|-------------|-------|
| Sources List | βœ… 15 total sources | Works without filters |
| Sources List (Project) | βœ… 3 Waratah sources | Project filtering works |
| Cross-Project Analysis | βœ… 5 projects analyzed | Distribution varies by project type |

Waratah Project Sources: Planned_Cost, Planned_Labour, Planned_Quantity
Road Project: 10 sources (most comprehensive)
Available Fields: uuid, name, project

| list_roster_codes | /work_roster_codes | 22 codes | πŸ”„ list_projects (for filtering) | Get roster code definitions |

πŸ“… Event Management

| Tool | Endpoint | Data Available | Description | |------|----------|----------------|-------------| | list_events | /events | 140 events | Browse project events | | list_event_types | /event_types | 49 types | Get event type definitions | | create_event | /events | Create new | Add new project events |

πŸŽ“ Skills & Competencies

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | list_competencies | /competencies | 30 competencies (27 Waratah) | πŸ”„ list_projects (for filtering) | ⭐ FULLY TESTED - View skills and certifications with filtering | | create_competency | /competencies | Create new records | βœ… list_projects, list_people | ⭐ FULLY TESTED - Add competencies with expiry dates | | update_competency | /competencies/{uuid} | Update existing | ❌ None | ⭐ FULLY TESTED - Modify competency details |

πŸ“ Location & Mapping

| Tool | Endpoint | Data Available | Description | |------|----------|----------------|-------------| | list_geomarkers | /geomarkers | 105 markers | View GPS points and markers | | list_project_areas | /areas | 3 areas | Get project-specific areas |

πŸ“Š Data & Analytics

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | get_analytics | /custom_amount_sources | 15 sources (3 Waratah) | πŸ”„ list_projects (for filtering) | ⭐ FULLY TESTED - Financial data sources and cost tracking | | query_tagged_items | /tagged_item_registers | 28 registers | πŸ”„ list_projects (for filtering) | Tagged item tracking | | get_api_schema | /schema | Schema definition | ❌ None | API structure and capabilities |

πŸ“€ Import/Export Operations

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | import_data | /import | 11 import types | βœ… File upload, list_projects | ⭐ FULLY TESTED - Bulk data import with 81.8% success rate | | export_data | /export | Various formats | πŸ”„ list_projects (for filtering) | Bulk data export operations |

πŸ“€ Import Types - Comprehensive Testing Results

Endpoint: POST /api/import - 81.8% Success Rate (9/11 import types working)

| Import Type | Sources | Options Required | Test Result | Description |
|-------------|---------|------------------|-------------|-------------|
| schedule | wbs + activities | archive_missing | βœ… Working | Project schedule import (dual-source) |
| activity_quantity_progress | quantity_progresses | import_action | βœ… Working | Activity progress data |
| resource_usage | resource_usages | None | βœ… Working | Resource usage tracking |
| competency | competencies | import_action | βœ… Working | Skills and certifications |
| activity_plan_profile | activity_plan_entries | import_action | βœ… Working | Activity planning data |
| constraint | constraints | import_action | βœ… Working | Project constraints |
| resource | people + resource_assignments | None | βœ… Working | People and assignments (dual-source) |
| work_roster | work_roster_entries | import_action | βœ… Working | Work schedule import |
| supervision_roster | resource_supervisors | None | βœ… Working | Supervision relationships |
| custom_amount | custom_amounts | custom_amount_source (object) | ❌ Format Issue | Requires UUID object format |
| invoice_line_item | invoice_line_items | invoice (object) | ❌ Format Issue | Requires UUID object format |

Key Findings:
- Dual-Source Imports: Schedule and Resource types require two data sources
- Options Requirement: 5 types require import_action (merge/replace)
- UUID Object Format: Failed types need {"uuid": "value"} instead of string
- Real File Testing: Successfully tested with actual Waratah project export files
- Production Ready: 9/11 types validated for bulk data operations

πŸ’¬ Discussion Management

| Tool | Endpoint | Data Available | Prerequisites | Description | |------|----------|----------------|---------------|-------------| | create_discussion | /discussion_items | Comments/photos | βœ… list_projects, activities/events | ⭐ FULLY TESTED - Add comments and photos to activities/events |

πŸ’¬ Discussion Items - Comprehensive Testing Results

Endpoint: POST /api/discussion_items - 85.7% Success Rate (6/7 tests passed)

| Test Type | Test Result | Notes |
|-----------|-------------|-------|
| Activity Comment | βœ… 3 superhero discussions created | Comments on activities work |
| Event Comment | βœ… Works with events as subjects | Both activities and events supported |
| Tag System | βœ… tag_list array format required | NOT tags string (422 error) |
| Reporting Flags | βœ… show_on_reports boolean works | Individual flags not supported |
| Mandatory Fields | βœ… project, subject, comment required | All required fields validated |
| Author Assignment | βœ… Auto-populated from token | Cannot override author |
| Duplicate Handling | ❌ 409 conflicts for duplicates | Identical comments on same subject conflict |

Superhero Discussions Created:
- Captain America Strategic Review: Safety protocols on Runway Procurement
- Hulk Quality Inspection: Gamma radiation inspection on Ground Preparation
- Thor Weather Update: Atmospheric conditions impact on Washout event

πŸ”§ Advanced Operations

| Tool | Description | Use Case | |------|-------------|----------| | filter_by_project | Project-specific data queries | Get data for specific projects | | search_resources | Resource search and filtering | Find people, equipment by criteria | | track_progress | Activity and progress monitoring | Monitor project advancement | | manage_schedules | Schedule and roster management | Handle work planning |

πŸ“‹ Usage Examples

Project Management

```python
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