The Fastest Way to Build and Run MCP Tools
Go beyond drag-and-drop, no-code, and low-code tools to start vibing with Gentoro. Generate secure, production-ready MCP Tools with no custom code and no vendor lock-in.
Creating tools that let AI agents interact with enterprise systems is harder than it should be.
Even with MCP as a standard, developers still deal with:
- Stitching together specs, schemas, and APIs
- Securing actions across environments
- Maintaining brittle code just to support runtime and observability
Gentoro automates that entire workflow.
Generate MCP Tools Using Natural Language
The MCP Tool Assistant drives every stage of MCP Tool generation and refinement.
Key features:
- Conversational MCP Tool Generation: Describe what the MCP Tool should do
- Language-Based Real-time Editing: Add a parameter, rename a field, or change output behavior
- Composable Workflows: Link Tools together or orchestrate them into workflows using prompt templates
- Error Diagnosis and Correction: If something breaks, the Assistant explains what went wrong and suggests a fix
- Integrated Testing and Execution: Run generated Tools inside Gentoro and iterate as needed
Two MCP Tool Types. One Unified System.
Gentoro supports two types of fully composable MCP Tools.
Code-Based MCP Tools
- Generate production-grade code with built-in tracing, structured logic, and high readability
- Reliable system-level behavior
- Ideal for backend actions, data processing, or complex logic
Prompt-Based MCP Tools
- Use prompt templates and call multiple sub-tools
- High-level, natural language orchestration of multiple steps or APIs
- Ideal for workflow composition, decision logic, or conversational interfaces
Built-In OpenAPI Integration
Instantly turn any OpenAPI spec into fully functional MCP Tools, without writing a single line of code.
Two flexible options:
- Automatic Generation: Paste in any OpenAPI spec
- Custom Tool Generation: Use the MCP Tool Assistant for specific use cases
Flexible Execution and Deployment
Run MCP Tools in Gentoro’s managed environment or export and deploy at scale.
Hosted Execution
- Run tools directly inside Gentoro
- Get live feedback, run evaluations, and iterate
- Ideal for development, testing, and day-to-day usage
Docker-Based Deployment
- Export any MCP Toolbox as a self-contained Docker image
- All logic and dependencies included
- Deploy into CI/CD pipelines, private cloud environments, or on-prem systems
Intelligent System Assistants
Gentoro includes built-in assistants that help you explore, connect, and operate faster across systems.
Data Assistant
- Connect to structured data sources
- Use natural language to explore schemas, write SQL, and retrieve live results
- Perfect for developers, analysts, and operations teams
API Assistant
- Connect to any OpenAPI-defined service
- Generate helper functions and test calls
- Explore endpoints and turn them into executable MCP Tools
Enterprise-Grade Security
Gentoro includes comprehensive security features designed for secure, scalable enterprise deployment.
Credential Store Integration: Manage secrets and tokens securely with external providers like Gemini Secret Manager
Key Management Support: Integrate with AWS KMS and other systems to control encryption keys and key lifecycles
MCP Authentication Compliance: Full support for Model Context Protocol authentication standards, including secure bridges and client verification
Token Validation via JWKS: Standards-compliant token validation and automatic key rotation ensure secure access at scale
Customized Plans for Real Enterprise Needs
Gentoro makes it easier to operationalize AI across your enterprise. Get in touch to explore deployment options, scale requirements, and the right pricing model for your team.