Culture Amp MCP Server for Pydantic AI 10 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Culture Amp through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Culture Amp "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Culture Amp?"
)
print(result.data)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Culture Amp MCP Server
Integrate Culture Amp, the leading employee experience platform, directly into your AI workflow. Monitor organizational health, track engagement survey progress, and manage employee data using natural language.
Pydantic AI validates every Culture Amp tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Employee Management — List and retrieve detailed profiles for all employees in the platform.
- Engagement Insights — Monitor active and past engagement surveys and their participation status.
- Organizational Structure — Explore teams and groups defined within Culture Amp to understand your company layout.
- Analytics Discovery — List available analytics datasets and demographics for reporting segmentation.
The Culture Amp MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Culture Amp to Pydantic AI via MCP
Follow these steps to integrate the Culture Amp MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Culture Amp with type-safe schemas
Why Use Pydantic AI with the Culture Amp MCP Server
Pydantic AI provides unique advantages when paired with Culture Amp through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Culture Amp integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Culture Amp connection logic from agent behavior for testable, maintainable code
Culture Amp + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Culture Amp MCP Server delivers measurable value.
Type-safe data pipelines: query Culture Amp with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Culture Amp tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Culture Amp and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Culture Amp responses and write comprehensive agent tests
Culture Amp MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Culture Amp to Pydantic AI via MCP:
create_employee_record
Resolves newly created user IDs and verification status. Mutates the employee directory state. Add a new employee to the Culture Amp platform
get_employee_details
Resolves full profile attributes. Touches the core employee information system. Get detailed profile for a specific employee
get_survey_details
Resolves participant counts and survey settings. Touches the analytics data-source boundary. Get configuration and status for a specific survey
list_analytics_datasets
Resolves dataset identifiers and types. Touches the reporting data-warehouse boundary. List available analytics datasets for reporting
list_cultureamp_accounts
Resolves account IDs and organizational scopes. Touches the account management boundary. List accounts associated with your organization
list_demographic_fields
Resolves demographic field names and identifiers. Touches the metadata and segmentation boundary. List demographics used for reporting segments
list_employees
Resolves properties such as user ID, email, and employee status. Interacts with the employee directory boundary. List all employees in Culture Amp
list_engagement_surveys
Resolves survey IDs, titles, and lifecycle statuses (active, closed). Interacts with the feedback analytics boundary. List all engagement and experience surveys
list_organizational_groups
Resolves group IDs, names, and hierarchical classifications. Touches the organizational mapping boundary. List groups and teams defined in Culture Amp
search_employees_by_name
Resolves matched employee profiles. Touches the search and discovery boundary. Search for employees by name or email keyword
Example Prompts for Culture Amp in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Culture Amp immediately.
"List all employees in the 'Engineering' team."
"What is the participation rate for our current 'Annual Engagement' survey?"
"Show me the organizational groups defined in our account."
Troubleshooting Culture Amp MCP Server with Pydantic AI
Common issues when connecting Culture Amp to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiCulture Amp + Pydantic AI FAQ
Common questions about integrating Culture Amp MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
Connect Culture Amp with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Culture Amp to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.