Copilot CRM (Assembly) 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 Copilot CRM (Assembly) 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 Copilot CRM (Assembly) "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Copilot CRM (Assembly)?"
)
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 Copilot CRM (Assembly) MCP Server
Integrate Copilot (now rebranding to Assembly), the leading client portal and CRM platform for service businesses, directly into your AI workflow.
Pydantic AI validates every Copilot CRM (Assembly) 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
- Client Management — List, retrieve, and update client profiles and company associations.
- Billing Automation — Monitor invoices, check statuses, and pull payment details via chat.
- Portal Discovery — Search for files, messages, and custom fields within your client workspace.
The Copilot CRM (Assembly) 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 Copilot CRM (Assembly) to Pydantic AI via MCP
Follow these steps to integrate the Copilot CRM (Assembly) 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 Copilot CRM (Assembly) with type-safe schemas
Why Use Pydantic AI with the Copilot CRM (Assembly) MCP Server
Pydantic AI provides unique advantages when paired with Copilot CRM (Assembly) 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 Copilot CRM (Assembly) integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Copilot CRM (Assembly) connection logic from agent behavior for testable, maintainable code
Copilot CRM (Assembly) + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Copilot CRM (Assembly) MCP Server delivers measurable value.
Type-safe data pipelines: query Copilot CRM (Assembly) with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Copilot CRM (Assembly) tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Copilot CRM (Assembly) and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Copilot CRM (Assembly) responses and write comprehensive agent tests
Copilot CRM (Assembly) MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Copilot CRM (Assembly) to Pydantic AI via MCP:
create_client
Creates a new client record with identity properties (name, email) and optional company linkages. Create a new client in the portal
get_client_details
Resolves granular profile data, including contact information, associated company linkages, and system-level metadata. Get detailed information about a specific client
list_clients
Resolves client identity properties including unique identifiers, names, emails, and account status across the portal system boundary. List all clients in your Copilot CRM
list_companies
Resolves corporate entity properties such as company IDs, legal names, and primary contact associations. List all companies in your Copilot CRM
list_custom_fields
Resolves custom field definitions, including field keys, data types, and display labels used across various entities. Retrieve definitions for custom fields used in CRM
list_files
Resolves file metadata including filenames, storage paths, upload timestamps, and access permissions. List files uploaded to the Copilot portal
list_forms
Resolves form definitions, including titles, submission endpoints, and configuration metadata. List intake or feedback forms available
list_invoices
Resolves billing data including amounts, due dates, payment status, and client/company bill-to associations. List all invoices and their statuses
list_portal_messages
Resolves portal message threads, including sender/receiver identity, message content summary, and timestamps. List messages sent through the client portal
update_client
Modifies specific attributes like name or account status while preserving other entity properties. Update existing client details
Example Prompts for Copilot CRM (Assembly) in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Copilot CRM (Assembly) immediately.
"List all active clients in my CRM."
"Check the status of my pending invoices."
"Search for any files uploaded by 'Acme Corp'."
Troubleshooting Copilot CRM (Assembly) MCP Server with Pydantic AI
Common issues when connecting Copilot CRM (Assembly) to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiCopilot CRM (Assembly) + Pydantic AI FAQ
Common questions about integrating Copilot CRM (Assembly) 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 Copilot CRM (Assembly) 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 Copilot CRM (Assembly) to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.