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Why use PracticePanther MCP Server with LangChain?

Bring Case Management
to LangChain

Create your Vinkius account to connect PracticePanther to LangChain and start using all 18 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

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Create Practicepanther ContactCreate Practicepanther MatterCreate Practicepanther Time EntryGet Practicepanther BillGet Practicepanther ContactGet Practicepanther MatterList Practicepanther ActivitiesList Practicepanther BillsList Practicepanther Calendar EventsList Practicepanther ContactsList Practicepanther Custom FieldsList Practicepanther ExpensesList Practicepanther MattersList Practicepanther PaymentsList Practicepanther TasksList Practicepanther Time EntriesSearch Practicepanther MattersUpdate Practicepanther Matter
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

ClaudeClaude
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GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
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PracticePanther

What is the 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.

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

How it works

  1. Subscribe to this server
  2. Enter your PracticePanther OAuth 2 access token
  3. Start managing your law practice from Claude, Cursor, or any MCP-compatible client

Your AI becomes a legal practice assistant, helping you track matters, log time, manage contacts, and handle billing.

Who is this for?

  • Solo Practitioners — manage your entire caseload and client relationships from AI assistants
  • Law Firms — track matters across practice areas and monitor billable time across attorneys
  • Paralegals — quickly find matter details, documents, and client information
  • Legal Assistants — log time entries, manage calendars, and track bills and payments
  • Law Students — practice case management and time tracking workflows

Built-in capabilities (18)

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

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

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

get_practicepanther_bill

Get detailed information for a specific bill/invoice

get_practicepanther_contact

Get detailed information for a specific contact/client

get_practicepanther_matter

Get detailed information for a specific matter/case

list_practicepanther_activities

List activities in PracticePanther

list_practicepanther_bills

List bills/invoices in PracticePanther

list_practicepanther_calendar_events

List calendar events in PracticePanther

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

list_practicepanther_custom_fields

List custom fields defined in PracticePanther

list_practicepanther_expenses

List expenses in PracticePanther

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

list_practicepanther_payments

List payments received in PracticePanther

list_practicepanther_tasks

List tasks in PracticePanther

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

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

update_practicepanther_matter

Update an existing matter/case in PracticePanther

Why LangChain?

LangChain's ecosystem of 500+ components combines seamlessly with PracticePanther through native MCP adapters. Connect 18 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

  • The largest ecosystem of integrations, chains, and agents. combine PracticePanther MCP tools with 500+ LangChain components

  • Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

  • LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

  • Memory and conversation persistence let agents maintain context across PracticePanther queries for multi-turn workflows

See it in action

PracticePanther in LangChain

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run PracticePanther with Vinkius?

The PracticePanther connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 18 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

PracticePanther
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect PracticePanther using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

PracticePanther and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect PracticePanther to LangChain through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures PracticePanther for LangChain

Every request between LangChain and PracticePanther is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

What features of PracticePanther are available through this API?

The API provides access to: Matters/Cases (CRUD operations), Contacts/Clients (create and list), Time Entries (list and create), Bills/Invoices (list and get), Payments (list), Tasks (list), Calendar Events (list), Custom Fields (list), Activities (list), and Expenses (list). The API supports OData filtering, ordering, and pagination for flexible queries across all resources.

02

How do I get a PracticePanther API access token?

PracticePanther uses OAuth 2 authentication. Visit the PracticePanther OAuth authorization endpoint to authorize your application, then exchange the authorization code for an access token at the token endpoint. The access token is a Bearer token used in the Authorization header for all API requests. Contact PracticePanther support if you need help setting up API access for your firm.

03

Can I filter and order results using OData?

Yes! PracticePanther's API supports full OData query options. Use $filter for filtering (e.g. "Status eq 'Open'"), $orderby for ordering (e.g. "CreatedDate desc"), $top for limiting results, and $skip for pagination. These parameters are available on all list tools. For example, to find open matters ordered by creation date: use filter="Status eq 'Open'" and orderby="CreatedDate desc".

04

How do I track billable time with PracticePanther API?

Use create_practicepanther_time_entry to log time against any matter. Provide the matter GUID, description of work, and duration in minutes. You can specify whether the entry is billable and set a custom hourly rate. Use list_practicepanther_time_entries to view all time logged against a specific matter or across all matters.

05

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.

06

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.

07

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

08

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

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