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PracticePanther MCP Server for AutoGen 18 tools — connect in under 2 minutes

Built by Vinkius GDPR 18 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add PracticePanther as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="practicepanther_agent",
            tools=tools,
            system_message=(
                "You help users with PracticePanther. "
                "18 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
PracticePanther
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* 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 PracticePanther MCP Server

Connect to PracticePanther legal practice management platform and manage your entire law practice from any AI agent. Access matters, contacts, documents, time entries, calendar events, bills, payments, tasks, and expenses—all through a unified REST API with OData support.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use PracticePanther tools. Connect 18 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • Matters/Cases — List, search, create, and update legal matters with status, client, and practice area
  • Contacts/Clients — Manage your client database including individuals, organizations, and opposing parties
  • Time Tracking — Log billable and non-billable time entries against any matter
  • Bills/Invoices — List and review bills with amounts, status, and line items
  • Payments — Track payments received from clients
  • Tasks — View and manage tasks associated with matters and contacts
  • Calendar — View court dates, hearings, deadlines, and meetings
  • Custom Fields — Access custom fields configured for matters and contacts
  • Activities — Track calls, emails, meetings, and notes
  • Expenses — Log and review expenses associated with matters
  • OData Support — Use powerful OData filtering, ordering, and pagination for flexible queries

The PracticePanther MCP Server exposes 18 tools through the Vinkius. Connect it to AutoGen 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 PracticePanther to AutoGen via MCP

Follow these steps to integrate the PracticePanther MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 18 tools from PracticePanther automatically

Why Use AutoGen with the PracticePanther MCP Server

AutoGen provides unique advantages when paired with PracticePanther through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use PracticePanther tools to solve complex tasks

02

Role-based architecture lets you assign PracticePanther tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive PracticePanther tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes PracticePanther tool responses in an isolated environment

PracticePanther + AutoGen Use Cases

Practical scenarios where AutoGen combined with the PracticePanther MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries PracticePanther while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from PracticePanther, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using PracticePanther data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process PracticePanther responses in a sandboxed execution environment

PracticePanther MCP Tools for AutoGen (18)

These 18 tools become available when you connect PracticePanther to AutoGen via MCP:

01

create_practicepanther_contact

USE WHEN: - User wants to add a new client - User needs to create a new contact record - User asks to "add a new contact" or "create a client" PARAMETERS: - first_name (REQUIRED): Contact's first name - last_name (REQUIRED): Contact's last name - email (OPTIONAL): Contact's email address - phone (OPTIONAL): Contact's phone number - type (OPTIONAL): Contact type — "Client", "Opposing Party", "Witness", "Referral Source", etc. EXAMPLES: - "Add a new contact John Smith" → call with first_name="John", last_name="Smith" - "Create client Jane Doe, jane@example.com, 555-0123" → call with first_name="Jane", last_name="Doe", email="jane@example.com", phone="555-0123", type="Client" Create a new contact/client in PracticePanther

02

create_practicepanther_matter

USE WHEN: - User wants to open a new legal matter - User needs to create a new case for a client - User asks to "create a new matter" or "open a case" PARAMETERS: - name (REQUIRED): Matter/case name - client_id (OPTIONAL): GUID of the contact/client this matter belongs to - status (OPTIONAL): Matter status (e.g. "Open", "Closed", "Pending") - description (OPTIONAL): Matter description - practice_area (OPTIONAL): Practice area for this matter EXAMPLES: - "Create a new matter called 'Smith Divorce'" → call with name="Smith Divorce" - "Open a new personal injury case for client John Smith" → call with name="Smith v. Johnson", client_id="client-guid" Create a new matter/case in PracticePanther

03

create_practicepanther_time_entry

USE WHEN: - User wants to log time spent on a matter - User needs to record billable hours - User asks to "add time entry" or "log hours" PARAMETERS: - matter_id (REQUIRED): GUID of the matter this time entry belongs to - description (REQUIRED): Description of the work performed - duration_minutes (REQUIRED): Duration in minutes - billable (OPTIONAL): Whether this is billable — true (default) or false - rate (OPTIONAL): Hourly rate for this entry EXAMPLES: - "Log 2 hours of legal research for matter 123" → call with matter_id="123", description="Legal research", duration_minutes=120 - "Add 30 minute phone call with client" → call with matter_id="123", description="Phone call with client", duration_minutes=30 Create a new time entry for billing

04

get_practicepanther_bill

Get detailed information for a specific bill/invoice

05

get_practicepanther_contact

Get detailed information for a specific contact/client

06

get_practicepanther_matter

Get detailed information for a specific matter/case

07

list_practicepanther_activities

List activities in PracticePanther

08

list_practicepanther_bills

List bills/invoices in PracticePanther

09

list_practicepanther_calendar_events

List calendar events in PracticePanther

10

list_practicepanther_contacts

USE WHEN: - User wants to see all their contacts and clients - User needs to find a contact by name or email - User is exploring their contact database - User asks "list my contacts" or "show all clients" PARAMETERS: - top (OPTIONAL): Number of results to return - skip (OPTIONAL): Number of results to skip for pagination - orderby (OPTIONAL): OData order expression (e.g. "LastName asc") - filter (OPTIONAL): OData filter expression (e.g. "Email ne null") EXAMPLES: - "List all my contacts" → call with no params - "Show my clients only" → call with filter="Type eq 'Client'" - "List contacts ordered by last name" → call with orderby="LastName asc" List all contacts/clients in PracticePanther

11

list_practicepanther_custom_fields

List custom fields defined in PracticePanther

12

list_practicepanther_expenses

List expenses in PracticePanther

13

list_practicepanther_matters

Supports OData filtering, ordering, and pagination for flexible queries. USE WHEN: - User wants to see all their legal matters/cases - User needs to find matters by status, client, or practice area - User is exploring their law firm's caseload - User asks "what matters do I have" or "list my open cases" PARAMETERS: - top (OPTIONAL): Number of results to return (e.g. "10", "50", "100") - skip (OPTIONAL): Number of results to skip for pagination - orderby (OPTIONAL): OData order expression (e.g. "CreatedDate desc", "Name asc") - filter (OPTIONAL): OData filter expression (e.g. "Status eq 'Open'") EXAMPLES: - "List all my matters" → call with no params - "Show my open cases" → call with filter="Status eq 'Open'" - "List matters ordered by creation date" → call with orderby="CreatedDate desc" List all matters/cases in PracticePanther

14

list_practicepanther_payments

List payments received in PracticePanther

15

list_practicepanther_tasks

List tasks in PracticePanther

16

list_practicepanther_time_entries

Supports filtering by matter, user, and date range. USE WHEN: - User wants to see all logged time entries - User needs to review billable hours for a matter - User is preparing invoices or reviewing time reports - User asks "show my time entries" or "list billable hours" PARAMETERS: - top (OPTIONAL): Number of results to return - skip (OPTIONAL): Number of results to skip for pagination - orderby (OPTIONAL): OData order expression (e.g. "Date desc") - filter (OPTIONAL): OData filter expression (e.g. "Matter/Name eq 'Smith Divorce'") EXAMPLES: - "List all time entries" → call with no params - "Show time entries for this matter" → call with filter="MatterId eq 'matter-guid'" - "List time entries from newest to oldest" → call with orderby="Date desc" List time entries logged in PracticePanther

17

search_practicepanther_matters

USE WHEN: - User wants to search for specific matters - User needs to find matters by name, client, or status - User asks to "find matters about X" or "search for open cases" PARAMETERS: - filter (REQUIRED): OData filter expression (e.g. "contains(Name, 'Smith')", "Status eq 'Open'") - top (OPTIONAL): Number of results to return - orderby (OPTIONAL): OData order expression EXAMPLES: - "Search for matters containing 'Smith'" → call with filter="contains(Name, 'Smith')" - "Find all open personal injury cases" → call with filter="Status eq 'Open' and PracticeArea eq 'Personal Injury'" Search matters/cases using OData filter

18

update_practicepanther_matter

Update an existing matter/case in PracticePanther

Example Prompts for PracticePanther in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with PracticePanther immediately.

01

"List all my open matters in PracticePanther."

02

"Create a new time entry for 2 hours of legal research on the Smith Divorce matter."

03

"Show me all contacts for client John Smith."

Troubleshooting PracticePanther MCP Server with AutoGen

Common issues when connecting PracticePanther to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

PracticePanther + AutoGen FAQ

Common questions about integrating PracticePanther MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call PracticePanther tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect PracticePanther to AutoGen

Get your token, paste the configuration, and start using 18 tools in under 2 minutes. No API key management needed.