Create custom MCP functions with metadata-driven search and deploy them as secure, scalable servers. Give AI assistants like Claude precise access to your enterprise data through parameterized queries and advanced filtering.
Research shows enterprises face critical challenges when deploying AI agents that need access to unstructured data.
Without proper access controls, AI agents can retrieve sensitive data they shouldn't see. Custom MCP functions solve this with role-based permissions and complete audit trails for every query.
AI retrieves entire documents when you need specific fields. Custom MCP functions use metadata extraction and hybrid search deliver precisely structured results from your unstructured data.
Generic AI tools access systems they shouldn't touch. Custom MCP functions ensure AI only accesses what you explicitly allow through controlled, tested queries.
Source: 2024-2025 Enterprise AI Surveys (SailPoint, Komprise, Shelf)
Purpose-built to solve enterprise AI data challenges with security, precision, and control at the core.
Role-based access control ensures AI agents only access authorized data
Transform unstructured data into structured, AI-ready results
Parameterized functions prevent unauthorized system access
Transform your unstructured data into controlled, intelligent functions that AI agents can safely query.
Start by creating a structured schema that extracts the specific fields your AI needs. Whether it's contract dates, invoice amounts, or customer IDs, define exactly what matters.
Link your unstructured documents to intelligent processing pipelines. Our system automatically chunks, embeds, and enriches your data with the metadata you defined.
Create parameterized functions that control exactly what your AI agents can access. Set required fields, optional parameters, and access boundaries with precision.
With one click, expose your functions as a secure MCP server. Get instant compatibility with Claude Desktop and other MCP-enabled AI tools.
Integrate your MCP server with any LLM client or agent framework. Your AI assistants now have secure, structured access to your enterprise data.
{
"name": "search_contracts",
"description": "Search contracts by expiration date and value",
"parameters": {
"expiry_quarter": "required",
"min_value": "optional",
"vendor_name": "optional"
},
"metadata_filters": {
"document_type": "contract",
"status": "active"
},
"agent_access": {
"allowed_agents": ["legal-assistant", "procurement-bot"]
}
}Advanced capabilities
Build intelligent functions that give AI assistants precise, secure access to your data through metadata-driven search and parameterized queries.
Define functions with parameters that map to metadata queries. Set required and optional parameters for flexible, reusable search patterns.
Extract and search by structured metadata like contract dates, invoice amounts, or customer IDs. Support for 10,000+ token chunks.
Combine semantic and keyword search for precision. Find "contracts expiring Q3 2025" or "invoices from Contractor X over $50k".
Deploy on-premise or in your cloud (BYOC) for HIPAA/GDPR compliance. Role-based access control and auto-shutdown for cost control.
Expose function groups as MCP servers accessible by Claude and other AI assistants. Works with Claude Desktop and MCP-compatible tools.
Handle millions of pages per month with automatic scaling. Proven with enterprise deployments processing 10M+ documents.
See how enterprises use Custom MCP Functions to give AI agents secure access to their data.
Find all NDAs signed after 2023 with specific termination clauses
Extract expiry dates and renewal terms from vendor contracts
Filter agreements by jurisdiction and governing law
Process 100,000+ contracts monthly
Pull revenue figures from quarterly SEC filings
Extract invoice metadata: amounts, dates, vendor names
Find all transactions over $50k for specific projects
95% accuracy on financial data extraction
Search medical records by diagnosis codes and dates
Extract medication history for specific conditions
Filter patient data while maintaining privacy compliance
HIPAA-compliant on-premise deployment
Your AI agents are only as good as the data they can access. Create your first custom MCP function and see the difference structured queries make.