Agent Integrations (MCP)
Enable AI agents to solve complex optimization problems using the Model Context Protocol. Give your agents domain expertise they would otherwise struggle with.
Give Your Agents Superpowers
AI agents are great at many things, but complex optimization problems often require specialized knowledge they don't have. With Sematryx MCP integration, your agents can access enterprise-grade optimization capabilities as tools, solving problems they would otherwise struggle with or get wrong.
Domain Expertise
Agents can leverage domain-specific optimization knowledge without implementing it themselves
Error Reduction
Battle-tested optimization engines eliminate bugs from manual implementation
Why Use MCP Integration?
Faster Solutions
Agents can solve complex optimization problems in minutes instead of hours of debugging and trial-and-error. Direct tool calls with expert guidance eliminate guesswork.
Reliable Results
Using battle-tested optimization engines eliminates errors from manual implementation. Domain-specific constraint handling ensures correct solutions.
Better Explanations
Natural language results help agents communicate solutions to users effectively. Agents get explanations they can understand and share.
Domain Expertise
Agents can access specialized optimization knowledge for finance, healthcare, supply chain, and more without implementing domain logic themselves.
How It Works
Agent Identifies Need
Your agent recognizes it needs to solve an optimization problem (e.g., portfolio allocation, resource scheduling, route optimization).
Calls MCP Tool
Agent calls Sematryx MCP tools (optimize, analyze_problem, explain_result) with the problem parameters.
Expert Optimization
Sematryx analyzes the problem, selects optimal strategies, and executes the optimization using domain-specific knowledge.
Agent Gets Results
Agent receives optimized solutions with natural language explanations it can share with users, along with technical details if needed.
Available MCP Tools
optimize
Run optimization problems with full parameter support. The tool automatically selects the best strategy based on problem characteristics.
analyze_problem
Get expert analysis and recommendations for your optimization problem before running it. Understand complexity, recommended strategies, and potential pitfalls.
explain_result
Get natural language explanations for optimization results. Understand why specific solutions were chosen and how they perform.
get_domain_libraries
Discover and use domain-specific optimization libraries. Access pre-built solutions for finance, healthcare, supply chain, and more.
Secure & Reliable
All MCP connections are encrypted using TLS. API keys are never transmitted in plain text, and all requests are authenticated and rate-limited per your account settings.
For production deployments, use environment variables or secure key management systems to store API keys.