Bring Bookkeeping
to LangChain
Create your Vinkius account to connect Dext to LangChain and start using all 10 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 Dext MCP Server?
Integrate Dext (formerly Receipt Bank), the leading bookkeeping and accounting automation platform, directly into your AI workflow. Manage your digital inbox of receipts and invoices, track supplier extraction data, and monitor accounting categories and client accounts using natural language.
What you can do
- Inbox Oversight — List and retrieve detailed information for all items in your Dext inbox, including processing status.
- Data Extraction — Access granular technical metadata for extracted receipts, including tax details and supplier info.
- Client Management — List and review accounting clients and their integration settings in your partner account.
- Account Intelligence — Monitor connected bank accounts and accounting categories available for classification.
How it works
- Connect the Dext integration to your AI assistant.
- Authorize using your Dext API Key (found in your account settings).
- Optimize your bookkeeping and accounting operations through intuitive conversation.
Who is this for?
- Accountants & Bookkeepers — Quickly check client inbox statuses and processing delays on the go.
- Business Owners — Monitor expense patterns and supplier extraction data via chat.
- Finance Teams — Audit accounting categories and tax rates during period-end closing.
Built-in capabilities (10)
Retrieve metadata and usage limits for your Dext account
Get detailed information for a specific inbox item
List all users with access to the current Dext account
List the chart of accounts or categories available for classification
List all clients associated with your Dext partner account
List all bank accounts configured for statement extraction
List all suppliers automatically extracted from your documents
List all pending and processed items (receipts, invoices) in your Dext inbox
Identify inbox items that are currently in the "Review" status
Search for receipts or invoices by supplier name or description
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Dext through native MCP adapters. Connect 10 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 Dext 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 Dext queries for multi-turn workflows
Dext in LangChain
Why run Dext with Vinkius?
The Dext 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 10 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 Dext using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Dext and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Dext 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
Dext for LangChain
Every request between LangChain and Dext 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 get a Dext API Key?
Log in to your Dext account, navigate to Settings > API, and you can retrieve your unique API Key from that section. Ensure your plan includes API access.
Can the agent see receipt images?
The agent can retrieve the URL for the item image, allowing you to click and view the original document directly from the chat interface.
Does the integration support multiple currencies?
Yes, Dext automatically extracts the currency from your documents, and the agent will display the total amounts with their respective currency codes.
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
Explore More MCP Servers
View all →
GitHub
12 toolsManage repositories, pull requests, issues, and CI/CD workflows on the world largest developer collaboration platform.
Fintoc
12 toolsAccess bank accounts, movements, and initiate transfers via AI agents with Fintoc.
Vidyard
10 toolsManage video assets, players, and hosting on Vidyard — the leading video messaging platform for business.
BugHerd
10 toolsManage BugHerd projects, tasks, and comments through AI Agents.