Bring Change Orders
to LangChain
Create your Vinkius account to connect Clearstory to LangChain and start using all 8 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 Clearstory MCP Server?
Connect your Clearstory account to any AI agent and take full control of your construction project financial data through natural conversation. Streamline how you manage Change Order Requests (CORs) and Time & Material (T&M) tags natively.
What you can do
- Project Oversight — List and retrieve details for all active and inactive construction projects natively
- COR Intelligence — Access and monitor Change Order Requests, including amounts and statuses flawlessly
- Tag Management — List and review digital Time & Material tags directly from the field securely
- Contract Auditing — Access contracts linked to specific change orders flawlessly
- Notification Logistics — List and review change notifications sent between customers and contractors flawlessly
- Rate Visibility — Monitor Labor, Material, Equipment, and Other (LMEO) rates for your projects directly within your workspace
How it works
- Subscribe to this server
- Enter your Clearstory API Key (obtained from Settings > Offices > Integrations)
- Start managing your construction financial data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Project Managers — monitor COR statuses and project health using natural language
- Specialty Contractors — review T&M tags and change notifications without opening the dashboard
- Finance Teams — quickly look up contract details and project rates straight from their chat interface
- General Contractors — verify change order volumes and supply chain risk across projects
Built-in capabilities (8)
Get detailed information for a specific COR
Get detailed information for a specific project
List change notifications sent between customers and contractors
List all Change Order Requests (CORs)
List all construction projects in Clearstory
List Labor, Material, Equipment, and Other (LMEO) rates
List contracts linked to change orders
List digital Time & Material tags from the field
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Clearstory through native MCP adapters. Connect 8 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 Clearstory 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 Clearstory queries for multi-turn workflows
Clearstory in LangChain
Why run Clearstory with Vinkius?
The Clearstory 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 8 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 Clearstory using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Clearstory and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Clearstory 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
Clearstory for LangChain
Every request between LangChain and Clearstory 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
Can I see the total amount of outstanding CORs for a project?
Yes! Use the list_change_order_requests tool. The agent will return all CORs, and you can ask it to calculate or filter for the total value of those in 'Pending' or 'Under Review' status.
How do I check the latest T&M tags from the field through the agent?
Use the list_tm_tags tool. Your agent will fetch the most recent digital Time & Material tags, allowing you to review labor hours and material usage without opening the web app.
Where do I find my Clearstory API Key?
Log in to Clearstory, navigate to Settings > Offices, select your office, and go to the Integrations tab. You can generate and copy your API key from there.
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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