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SuccessFactors-MCP

SAP SuccessFactors Model Context Protocol Server

Installation · Quick Start · 43 Tools · Deployment · API Reference

Version Python License MCP

A production-grade Model Context Protocol server that connects Claude (or any MCP client) to SAP SuccessFactors via OData APIs. Query employee data, manage permissions, run compliance reports, and administer HR operations — all through natural language.

You: "Who on the Engineering team has a work anniversary this month?"

Claude: [calls get_anniversary_employees] Found 3 upcoming anniversaries...
         - Jane Smith (5 years - milestone!) - March 12
         - Bob Johnson (2 years) - March 18
         - Alice Chen (10 years - milestone!) - March 25

Why SF-MCP?

Challenge SF-MCP Solution
SAP SuccessFactors APIs are complex and verbose 43 purpose-built tools with clean interfaces
Building OData queries requires deep SF knowledge Natural language — ask Claude in plain English
Security concerns with API access Per-request auth, input validation, audit logging
Managing multiple SF instances 21 data centers supported, cross-instance comparison
API rate limits and performance Connection pooling, response caching, rate limiting

Tools

43 tools organized across 13 categories:

Configuration & Discovery (3 tools)
Tool Description
get_configuration Retrieve OData metadata for any entity
list_entities Discover all available OData entities
compare_configurations Compare entity config between two instances
RBP Security (7 tools)
Tool Description
get_rbp_roles List all Role-Based Permission roles
get_role_permissions Get permissions for specific roles
get_user_permissions Get all permissions for a user
get_user_roles Get roles assigned to a user
get_permission_metadata Map UI labels to permission types
check_user_permission Check if user has specific permission
get_dynamic_groups List permission groups (dynamic groups)
RBP Audit (2 tools)
Tool Description
get_role_history View modification history for roles
get_role_assignment_history View history of role assignments
Data Query (2 tools)
Tool Description
query_odata Flexible OData queries with filtering, pagination
get_picklist_values Get dropdown/picklist options
Employee Lookup (4 tools)
Tool Description
get_employee_profile Complete profile with job info, manager, optional compensation
search_employees Find by name, department, location, or manager
get_employee_history Job history — promotions, transfers, title changes
get_team_roster Manager's team with direct/indirect reports
Time Off (3 tools)
Tool Description
get_time_off_balances Vacation, PTO, sick leave balances
get_upcoming_time_off Team absence calendar for a date range
get_time_off_requests Pending/approved time-off requests
Hiring & Onboarding (3 tools)
Tool Description
get_open_requisitions Job requisitions with status and hiring manager
get_candidate_pipeline Candidates by stage for a requisition
get_new_hires Recent/upcoming hires for onboarding
Compliance & Reporting (3 tools)
Tool Description
get_terminations Terminated employees for exit processing
get_employees_missing_data Incomplete profiles for compliance audits
get_anniversary_employees Upcoming work anniversaries for recognition
Performance & Compensation (2 tools)
Tool Description
get_performance_review_status Review form completion across the org
get_compensation_details Pay breakdown with recurring/non-recurring components
Position Management (3 tools)
Tool Description
get_position_details Position with incumbent, department, FTE
get_vacant_positions Open positions for headcount planning
get_org_chart Org hierarchy from any position (up or down)
MDF Objects (3 tools)
Tool Description
get_mdf_object_definitions List custom MDF objects and their fields
query_mdf_object Query any MDF/generic object (cust_*)
get_foundation_objects Query foundation objects (departments, cost centers, etc.)
Workflow (2 tools)
Tool Description
get_pending_approvals Pending workflow items for a user or globally
get_workflow_history Audit trail of approval steps
Monitoring & Admin (6 tools)
Tool Description
get_alert_notifications System alerts and notifications
get_scheduled_job_status Scheduled job run status
get_integration_center_jobs Integration Center job status
get_api_quota_status Rate limit usage per instance
get_cache_status Cache hit rates and entry counts
clear_cache Clear cached responses

Installation

Prerequisites

  • Python 3.10+
  • uv package manager
  • SAP SuccessFactors account with API access

Setup

git clone https://github.com/aiadiguru2025/sf-mcp.git
cd sf-mcp
uv sync

Quick Start

Development mode (MCP Inspector):

uv run mcp dev main.py

Stdio mode (Claude Desktop):

uv run main.py

HTTP mode (Cloud Run / remote):

PORT=8080 uv run main.py

Claude Desktop Integration

Step 1 — Find the path to uv

# macOS / Linux
which uv

# Windows (PowerShell)
Get-Command uv | Select-Object -ExpandProperty Source

Step 2 — Edit your Claude Desktop config

OS Config path
macOS ~/Library/Application Support/Claude/claude_desktop_config.json
Windows %APPDATA%\Claude\claude_desktop_config.json

Add the sf-mcp server:

{
  "mcpServers": {
    "sf-mcp": {
      "command": "/path/to/uv",
      "args": ["--directory", "/path/to/sf-mcp", "run", "main.py"]
    }
  }
}

Step 3 — Restart Claude Desktop

The MCP tools icon (hammer) will appear in the input area with all 43 tools available.

Note: Credentials (auth_user_id and auth_password) are provided on each tool call — nothing is stored in the config.

Deployment

Google Cloud Run

# Build and deploy
export PROJECT_ID=your-gcp-project-id
gcloud builds submit --tag gcr.io/$PROJECT_ID/sf-mcp
gcloud run deploy sf-mcp \
  --image gcr.io/$PROJECT_ID/sf-mcp \
  --platform managed \
  --region us-central1

Then point Claude Desktop to the remote URL:

{
  "mcpServers": {
    "sf-mcp": {
      "url": "https://sf-mcp-xxxxx-uc.a.run.app/mcp"
    }
  }
}

Docker (local)

docker build -t sf-mcp .
docker run -p 8080:8080 sf-mcp

API Key Protection (optional)

Set MCP_API_KEY to require authentication on the HTTP endpoint:

MCP_API_KEY=your-secret-key PORT=8080 uv run main.py

Clients must then include X-API-Key: your-secret-key in requests.

Configuration

All tool parameters (data_center, environment, auth_user_id, auth_password) are provided per-request. Server-side environment variables are optional:

Rate Limiting

Variable Default Description
SF_RATE_LIMIT 100 Max requests per window per instance
SF_RATE_LIMIT_WINDOW 60 Window duration in seconds
SF_RATE_LIMIT_WARN_THRESHOLD 0.8 Log warning at 80% usage
SF_RATE_LIMIT_RETRY_AFTER 5 Seconds to wait on 429 retry
SF_RATE_LIMIT_MAX_RETRIES 3 Max 429 retry attempts

Response Caching

Variable Default Description
SF_CACHE_TTL_METADATA 3600 Metadata cache TTL (1 hour)
SF_CACHE_TTL_SERVICE_DOC 3600 Service doc cache TTL (1 hour)
SF_CACHE_TTL_PICKLIST 1800 Picklist cache TTL (30 min)
SF_CACHE_TTL_PERMISSIONS 3600 Permission cache TTL (1 hour)
SF_CACHE_TTL_DEFAULT 0 Default TTL (0 = disabled)
SF_CACHE_MAX_ENTRIES 1000 Max cache entries before eviction

Endpoint Protection

Variable Default Description
MCP_API_KEY (none) API key for HTTP endpoint auth

Copy .env.example to .env to customize:

cp .env.example .env

Supported Data Centers

21 data centers across 6 continents with alias support:

Data Center Alias Location Environments
DC2 DC57 Netherlands preview, production, sales_demo
DC4 DC68 Virginia, US preview, production, sales_demo
DC8 DC70 Ashburn, Virginia, US preview, production, sales_demo
DC10 DC66 Sydney, Australia preview, production
DC12 DC33 Germany preview, production
DC15 DC30 Shanghai, China preview, production
DC17 DC60 Toronto, Canada preview, production
DC19 DC62 Sao Paulo, Brazil preview, production
DC22 — Dubai, UAE preview, production
DC23 DC84 Riyadh, Saudi Arabia preview, production
DC40 — — sales_demo
DC41 — Virginia, US preview, production
DC44 DC52 Singapore preview, production
DC47 — Canada Central preview, production
DC50 — Tokyo, Japan preview, production
DC55 — Frankfurt, Germany preview, production
DC74 — Zurich, Switzerland preview, production
DC80 — Mumbai, India preview, production
DC82 — Riyadh, Saudi Arabia preview, production

Architecture

sf-mcp/
├── main.py                     # Entry point (stdio + HTTP modes)
├── sf_mcp/
│   ├── server.py               # FastMCP instance
│   ├── config.py               # DC mappings, constants, env vars
│   ├── auth.py                 # Credential resolution, API key middleware
│   ├── client.py               # HTTP client (OData, metadata, service doc, pagination)
│   ├── cache.py                # TTL-based response cache with deep-copy safety
│   ├── rate_limiter.py         # Sliding-window rate limiter (per-instance)
│   ├── validation.py           # 10 input validators with registry pattern
│   ├── decorators.py           # sf_tool decorator (cross-cutting concerns)
│   ├── dependencies.py         # FastMCP DI for schema exclusion
│   ├── logging_config.py       # Cloud Logging JSON formatter, audit_log()
│   ├── xml_utils.py            # Safe XML parsing (defusedxml), SAP date parsing
│   └── tools/                  # 43 tools across 13 modules
│       ├── configuration.py    # get_configuration, compare_configurations, list_entities
│       ├── permissions.py      # 7 RBP security tools
│       ├── audit.py            # Role history, role assignment history
│       ├── query.py            # query_odata, get_picklist_values
│       ├── employee.py         # Profile, search, history, team roster
│       ├── time_off.py         # Balances, upcoming absences, requests
│       ├── recruiting.py       # Requisitions, pipeline, new hires
│       ├── compliance.py       # Terminations, missing data, anniversaries, reviews, comp
│       ├── position.py         # Position details, vacancies, org chart
│       ├── workflow.py         # Pending approvals, workflow history
│       ├── mdf.py              # MDF object definitions, queries, foundation objects
│       ├── monitoring.py       # Alerts, scheduled jobs, integration jobs
│       ├── admin.py            # Rate limit quota, cache status, cache clear
│       └── utils.py            # Shared utilities (display_name)
├── tests/                      # 110 tests
├── Dockerfile                  # Cloud Run container
├── .env.example                # Configuration template
└── pyproject.toml              # Project metadata, dependencies, linter config

Design Principles

Zero boilerplate — The sf_tool decorator handles request ID generation, timing, audit logging, input validation, credential checking, error handling, and $top clamping. Tool functions contain only business logic.

Secure by default — 10 input validators (regex allowlists), OData injection prevention, XXE-safe XML parsing (defusedxml), timing-safe API key comparison (hmac.compare_digest), and automatic credential masking in logs.

Production-ready — Connection pooling (requests.Session), mutation-safe response caching (deep-copy on put/get), sliding-window rate limiting with automatic 429 retry, and Cloud Logging-compatible JSON audit trail.

Schema-clean — Internal parameters (request_id, start_time, api_host) are hidden from the MCP tool schema via FastMCP's Dependency injection, keeping tool interfaces clean for LLM consumers.

Security

Layer Mechanism
Input validation 10 regex-based validators; OData filter blocklist checks raw + URL-decoded + double-decoded input
Injection prevention Entity paths, $select, $orderby, $filter, $expand all validated; control characters rejected
Authentication Per-request credentials (never stored); timing-safe API key comparison via hmac.compare_digest
XML safety defusedxml prevents XXE, entity expansion, and DTD attacks
Audit logging Every tool call logged with structured JSON; passwords automatically masked
Cache safety Deep-copied on store and retrieval to prevent mutation bugs
Date handling All SAP timestamp parsing uses explicit UTC to prevent timezone inconsistencies

Testing

# Run all 110 tests
uv run pytest tests/ -v

# Run with coverage
uv run pytest tests/ --cov=sf_mcp

# Lint
uv run ruff check .

# Type check
uv run mypy sf_mcp/

Test coverage includes:

  • Config — DC mapping resolution, case insensitivity, aliases, error cases
  • Validation — All 10 validators with valid/invalid inputs, injection prevention
  • Client — Mocked HTTP responses (200, 401, 500, empty, connection error)
  • Rate limiter — Limit enforcement, sliding window, per-instance isolation, thread safety
  • Cache — Put/get, TTL expiry, category TTLs, invalidation, eviction, deep-copy safety
  • Pagination — Single/multi page, max_pages limit, error handling, $skip increments
  • Decorators — Value injection, validation errors, max_top clamping, exception handling

API Reference

Every tool accepts these common parameters:

Parameter Type Required Description
instance string Yes SuccessFactors company ID
data_center string Yes SAP data center code (e.g., DC55, DC10)
environment string Yes preview, production, or sales_demo
auth_user_id string Yes SuccessFactors user ID (without @instance)
auth_password string Yes SuccessFactors password
Configuration Tools

get_configuration

Retrieve OData metadata for a SuccessFactors entity.

Parameter Type Required Description
entity string Yes OData entity name (e.g., User, Position)

list_entities

Discover all available OData entities in an instance.

Parameter Type Required Description
category string No foundation, employee, talent, platform, or all

compare_configurations

Compare entity config between two instances (e.g., dev vs prod).

Parameter Type Required Description
instance1 string Yes First instance
instance2 string Yes Second instance
entity string Yes Entity to compare
data_center1 string Yes Data center for instance1
environment1 string Yes Environment for instance1
data_center2 string Yes Data center for instance2
environment2 string Yes Environment for instance2
RBP Security Tools

get_rbp_roles

Parameter Type Required Description
include_description boolean No Include role descriptions (default: false)

get_role_permissions

Parameter Type Required Description
role_ids string Yes Single or comma-separated: 10 or 10,20,30
locale string No Locale for labels (default: en-US)

get_user_permissions

Parameter Type Required Description
user_ids string Yes Single or comma-separated: admin or admin,user2
locale string No Locale for labels (default: en-US)

get_user_roles

Parameter Type Required Description
user_id string Yes User ID to look up roles for
include_permissions boolean No Also fetch permissions per role (default: false)

get_permission_metadata

Parameter Type Required Description
locale string No Locale for labels (default: en-US)

check_user_permission

Parameter Type Required Description
access_user_id string Yes User whose permission to check
target_user_id string Yes Target user of the permission
perm_type string Yes Permission type from metadata
perm_string_value string Yes Permission string value
perm_long_value string No Permission long value (default: -1L)

get_dynamic_groups

Parameter Type Required Description
group_type string No Filter by group type
RBP Audit Tools

get_role_history

Parameter Type Required Description
role_id string No Filter by role ID
role_name string No Filter by role name
from_date string No Start date (YYYY-MM-DD)
to_date string No End date (YYYY-MM-DD)
top integer No Max records (default: 100, max: 500)

get_role_assignment_history

Parameter Type Required Description
role_id string No Filter by role ID
user_id string No Filter by user ID
from_date string No Start date (YYYY-MM-DD)
to_date string No End date (YYYY-MM-DD)
top integer No Max records (default: 100, max: 500)

At least one of role_id or user_id is required.

Data Query Tools

query_odata

Parameter Type Required Description
entity string Yes Entity name or key: User or User('admin')
select string No Fields: userId,firstName,lastName
filter string No OData filter: status eq 'active'
expand string No Nav properties: empInfo,jobInfoNav
top integer No Max records (default: 100, max: 1000)
skip integer No Records to skip
orderby string No Sort: lastName asc
paginate boolean No Auto-fetch all pages (default: false)
max_pages integer No Max pages when paginating (default: 10, max: 50)

get_picklist_values

Parameter Type Required Description
picklist_id string Yes Picklist ID: ecJobFunction, nationality
locale string No Locale for labels (default: en-US)
include_inactive boolean No Include inactive values (default: false)
Employee Lookup Tools

get_employee_profile

Parameter Type Required Description
user_id string Yes Employee user ID
include_compensation boolean No Include compensation (default: false)

search_employees

Parameter Type Required Description
search_text string No Partial name search
department string No Filter by department
location string No Filter by location
manager_id string No Filter to manager's reports
status string No active, inactive, or all (default: active)
top integer No Max results (default: 50, max: 200)

get_employee_history

Parameter Type Required Description
user_id string Yes Employee user ID
include_compensation_changes boolean No Include salary history (default: false)

get_team_roster

Parameter Type Required Description
manager_id string Yes Manager's user ID
include_indirect_reports boolean No Include reports-of-reports (default: false)
top integer No Max direct reports (default: 100, max: 200)
Time Off Tools

get_time_off_balances

Parameter Type Required Description
user_ids string Yes Comma-separated user IDs (max 50)
as_of_date string No Balance as of date (YYYY-MM-DD)

get_upcoming_time_off

Parameter Type Required Description
start_date string Yes Range start (YYYY-MM-DD)
end_date string Yes Range end (YYYY-MM-DD)
department string No Filter by department
manager_id string No Filter to manager's team
status string No approved, pending, or all (default: approved)
top integer No Max results (default: 200, max: 500)

get_time_off_requests

Parameter Type Required Description
user_id string No Filter to employee
status string No pending, approved, rejected, cancelled, or all (default: pending)
from_date string No Submitted after date (YYYY-MM-DD)
top integer No Max results (default: 50, max: 200)
Hiring & Onboarding Tools

get_open_requisitions

Parameter Type Required Description
department string No Filter by department
hiring_manager_id string No Filter by hiring manager
location string No Filter by location
status string No open, filled, closed, or all (default: open)
top integer No Max results (default: 100, max: 500)

get_candidate_pipeline

Parameter Type Required Description
requisition_id string Yes Job requisition ID
include_rejected boolean No Include rejected candidates (default: false)
top integer No Max results (default: 100, max: 500)

get_new_hires

Parameter Type Required Description
start_date_from string Yes Hires on/after date (YYYY-MM-DD)
start_date_to string Yes Hires on/before date (YYYY-MM-DD)
department string No Filter by department
top integer No Max results (default: 100, max: 500)
Compliance & Reporting Tools

get_terminations

Parameter Type Required Description
from_date string Yes Range start (YYYY-MM-DD)
to_date string Yes Range end (YYYY-MM-DD)
department string No Filter by department
top integer No Max results (default: 100, max: 500)

get_employees_missing_data

Parameter Type Required Description
check_fields string Yes Comma-separated: email, phone, address, emergency_contact
department string No Filter by department
top integer No Max results (default: 100, max: 500)

get_anniversary_employees

Parameter Type Required Description
from_date string Yes Range start (YYYY-MM-DD)
to_date string Yes Range end (YYYY-MM-DD)
milestone_years_only boolean No Only 1, 5, 10, 15, 20, 25+ years (default: false)
department string No Filter by department
top integer No Max results (default: 100, max: 500)
Performance & Compensation Tools

get_performance_review_status

Parameter Type Required Description
form_template_id string No Filter by form template
department string No Filter by department
manager_id string No Filter by manager
status string No not_started, in_progress, completed, or "" for all
top integer No Max results (default: 100, max: 500)

get_compensation_details

Parameter Type Required Description
user_ids string Yes Comma-separated user IDs (max 20)
effective_date string No Compensation as of date (YYYY-MM-DD)
Position Management Tools

get_position_details

Parameter Type Required Description
position_id string Yes Position ID

get_vacant_positions

Parameter Type Required Description
department string No Filter by department
location string No Filter by location
top integer No Max results (default: 100, max: 500)

get_org_chart

Parameter Type Required Description
position_id string Yes Starting position ID
direction string No down or up (default: down)
levels integer No Levels to traverse (default: 2, max: 5)
MDF Object Tools

get_mdf_object_definitions

Parameter Type Required Description
object_name string No Specific MDF object (e.g., cust_myObject). Empty = list all.

query_mdf_object

Parameter Type Required Description
object_name string Yes MDF object name (e.g., cust_myObject)
select string No Comma-separated fields
filter string No OData filter
top integer No Max results (default: 100, max: 500)
skip integer No Pagination offset
orderby string No Sort order
effective_date string No Effective date filter (YYYY-MM-DD)

get_foundation_objects

Parameter Type Required Description
object_type string Yes company, department, division, location, cost_center, job_code, job_function, pay_grade, pay_group, business_unit, event_reason, legal_entity
filter string No Additional OData filter
top integer No Max results (default: 100, max: 500)
include_inactive boolean No Include end-dated records (default: false)
Workflow Tools

get_pending_approvals

Parameter Type Required Description
user_id string No Filter to specific approver
wf_request_id string No Filter to specific workflow request
top integer No Max results (default: 100, max: 500)

get_workflow_history

Parameter Type Required Description
wf_request_id string Yes Workflow request ID
top integer No Max results (default: 100, max: 500)
Monitoring & Admin Tools

get_alert_notifications

Parameter Type Required Description
from_date string No Start date (YYYY-MM-DD)
to_date string No End date (YYYY-MM-DD)
top integer No Max results (default: 100, max: 500)

get_scheduled_job_status

Parameter Type Required Description
job_name string No Filter by job name
top integer No Max results (default: 50, max: 500)

get_integration_center_jobs

Parameter Type Required Description
job_name string No Filter by job name
status string No Filter by status
top integer No Max results (default: 50, max: 500)

get_api_quota_status

Returns current rate limit usage for the specified instance.

get_cache_status

Returns cache hit rates, entry counts by category, and memory usage.

clear_cache

Parameter Type Required Description
target_instance string No Clear specific instance. Empty = clear all.

Example Queries

Ask Claude in natural language:

Query Tool Used
"Show me all users in the Sales department" search_employees
"What permissions does jsmith have?" get_user_permissions
"Compare User config between dev and prod" compare_configurations
"Who's on vacation next week?" get_upcoming_time_off
"List all open job requisitions for Engineering" get_open_requisitions
"How much PTO does jdoe have left?" get_time_off_balances
"Show me all new hires starting in March" get_new_hires
"Who has a 10-year anniversary this month?" get_anniversary_employees
"What are the status of performance reviews for my team?" get_performance_review_status
"Show John's complete job history" get_employee_history
"What custom MDF objects exist in our instance?" get_mdf_object_definitions
"List all departments with their cost centers" get_foundation_objects
"Are there any pending workflow approvals?" get_pending_approvals
"Check the status of our integration jobs" get_integration_center_jobs

Common SuccessFactors Entities

Category Entities
Employee User, EmpEmployment, EmpJob, PerPersonal, PerPhone, PerEmail
Foundation FOCompany, FODepartment, FOJobCode, FOLocation, FOPayGrade
Position Position, PositionEntity, PositionMatrixRelationship
Talent Goal, GoalPlan, PerformanceReview, Competency
Recruiting JobRequisition, Candidate, JobApplication

Use list_entities to discover all available entities in your instance.

Troubleshooting

Authentication Errors (HTTP 401)
  • Verify credential format: user ID without @instance
  • Confirm the password is correct
  • Ensure the API user has proper permissions in SuccessFactors Admin Center
Validation Errors

All inputs are validated to prevent injection attacks:

Parameter Rules
instance Alphanumeric, underscores, hyphens only
entity Valid OData entity name pattern
filter No blocked keywords ($batch, $metadata, <script>, etc.)
locale Format like en-US or de
select / orderby Valid field name patterns
Server Disconnected (Claude Desktop)
  1. Verify uv path in config is correct: which uv
  2. Check logs: tail -f ~/Library/Logs/Claude/mcp*.log
  3. Test manually: uv run mcp dev main.py
  4. Ensure Python 3.10+ is installed: python3 --version
Rate Limit Errors
  • The server auto-retries HTTP 429 responses (up to 3 times)
  • Use get_api_quota_status to check current usage
  • Increase limits via SF_RATE_LIMIT environment variable
  • Cache responses with SF_CACHE_TTL_DEFAULT to reduce API calls

Dependencies

Package Version Purpose
fastmcp >=2.0.0 Model Context Protocol SDK
requests >=2.31.0 HTTP client with connection pooling
defusedxml >=0.7.0 XXE-safe XML parsing
python-dotenv >=1.0.0 Environment variable loading
uvicorn >=0.30.0 ASGI server for HTTP transport

Dev dependencies: pytest, ruff, mypy

Contributing

Contributions are welcome! Please:

  1. Fork the repository
  2. Create a feature branch: git checkout -b feature/my-feature
  3. Run tests: uv run pytest tests/ -v
  4. Run linting: uv run ruff check .
  5. Commit your changes
  6. Open a Pull Request

Changelog

See CHANGELOG.md for release history.

License

This project is licensed under the MIT License — see the LICENSE file for details.

Built with FastMCP · Powered by Model Context Protocol

About

SAP SuccessFactors MCP server — 43 HR tools for Claude Desktop & Cloud Run. Query employees, permissions, time off, hiring, compliance, and more via natural language.

Topics

python ai sap mcp hcm odata claude rbp sap-successfactors successfactors anthropic claude-desktop cloudrun-service model-context-protocol mcp-server fastmcp

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