Bring Resource Management
to LangChain
Create your Vinkius account to connect Productive to LangChain and start using all 12 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.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Productive MCP Server?
Connect your Productive account to any AI agent and bring your agency management data directly into your conversation workflow.
What you can do
- Projects & Budgets — List all active projects, retrieve detailed project data, and dive deep into financial budgets to monitor burn rates
- Time Tracking & Tasks — Audit logged time entries across your team and track task progress on any board instantly
- Sales & CRM — List all open deals, review the sales pipeline, and access full company/client databases without switching tabs
- Financials — Access all generated invoices and their payment statuses to keep cash flow in check
- People & Activity — Track recent activities, team availability, and audit logs to see exactly what's moving in your agency
How it works
- Subscribe to this server
- Enter your Productive API Token and Organization ID
- Start managing your agency operations from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Agency Founders & Executives — ask your agent for a daily summary of billable hours, burning budgets, and unpaid invoices
- Project Managers — instantly check task progress, team capacities, and recent project activities in natural language
- Sales Teams — pull up client information and active deals to prepare for calls faster
Built-in capabilities (12)
Retrieves details for a single project by ID
Lists recent activities and audit logs
Lists all task boards
Lists all project budgets
Lists all companies (clients and partners) in the CRM
Lists all sales deals and their current stages
Lists all generated invoices and their payment status
Lists all people, including employees and external contacts
Ideal for scoping agency workload. Lists all active and archived projects in Productive
Use this to check billable items. Lists all services defined in the organization
Lists all tasks across the organization
Lists time entries logged by the team
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Productive through native MCP adapters. Connect 12 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.
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The largest ecosystem of integrations, chains, and agents. combine Productive MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Productive queries for multi-turn workflows
Productive in LangChain
Why run Productive with Vinkius?
The Productive 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 12 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.
* 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
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Productive using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Productive and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Productive 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.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Productive for LangChain
Every request between LangChain and Productive is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I start managing my agency via AI?
Subscribe, enter your API credentials (your Personal Access Token from Settings → API integrations, and your Organization ID found in your URL), and you're ready. No code, no SDK, no webhooks — just connect and start asking your agent for budget burn rates.
Can my AI agent flag budgets that are running low?
Yes. Ask your agent to query all active budgets and run an analysis on hours tracked versus hours allocated. The agent reads the budget payloads securely and identifies any project that sits beyond 80% profitability burn rate before you even open a spreadsheet.
What happens when I need to verify timesheets for billing?
Just tell your AI agent to fetch recent time entries. It compiles exactly who logged what task across which services, helping you spot unassigned hours or missing descriptions instantly, saving the operations team hours of manual monthly audits.
Is this capable of helping me track sales metrics?
Absolutely. Ask your agent to list active deals and client companies. In a single prompt, you can see your entire sales pipeline, match deals to recent activities, and prepare for management syncs — perfectly suited for agency owners tracking rapid growth.
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.
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.
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.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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