Gentoro

What Gentoro does

Gentoro, Inc. is a private enterprise software company founded in 2024 and headquartered in San Jose, California, that builds an AI integration platform purpose-built for the Model Context Protocol (MCP). The platform adds orchestration, security, and observability layers over MCP-powered AI agents operating against enterprise systems, addressing production failure modes such as tool mismatch, hallucinations, prompt drift, and inconsistent access governance. Core technology includes an MCP-native architecture, a unified orchestration layer, centralized policy enforcement, runtime observability, and generative tool management that uses LLMs to dynamically create MCP tools from OpenAPI specifications and natural-language descriptions.

The flagship product is the Gentoro Platform, a subscription-based enterprise offering sold via direct sales. It is complemented by OneMCP, an MIT-licensed open-source runtime launched on December 9, 2025, that converts natural-language prompts into cached execution plans; the company claims 90% lower inference spend and sub-120ms replay latency. The platform is model-agnostic, supporting Anthropic Claude, OpenAI GPT, Google Gemini, Azure OpenAI, AWS Bedrock, LangChain, and Fireworks.ai. Gentoro also publishes MCP Weekly and runs an active Slack and GitHub community for developer adoption.

Revenue is generated through customized enterprise subscriptions with no public pricing tiers. Named customers include Digital.ai, an unnamed CPG industry consultant, and All In On Data. The company targets vertical-specific use cases in AdTech, Insurance, and Manufacturing, with cross-cutting demand from enterprise AI platform teams. Gentoro has 1–10 employees, operates remotely, and appears to be venture-backed in nature (ISO stock options referenced, accelerator participation), though no funding rounds have been publicly disclosed.

Name

Gentoro

Legal name

Gentoro, Inc.

Website

https://gentoro.com

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

11–50 employees

Short description

Gentoro is a private enterprise software company building an AI integration platform on the Model Context Protocol that orchestrates, secures, and observes AI agent interactions with enterprise systems for AdTech, Insurance, Manufacturing, and enterprise AI teams.

Ownership category

akta.pro rank

Product category

AI Integration Platform for Agentic Workflows

NAICS

Computer Systems Design Services (541512), Custom Computer Programming Services (541511), Other Computer Related Services (541519)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE), Model Deployment, Serving & Inference Platforms (HDAAABAF), AI Governance, Risk & Compliance (GRC) Platforms (HDAAAMAA)

Keywords

• AI integration platform
• Agentic workflow orchestration
• Model Context Protocol
• Enterprise AI agents
• MCP runtime

Headquarters

HQ city

Palo Alto

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Enterprise Platform Licensing: Customized enterprise plans for deploying Gentoro's MCP orchestration, security, and observability platform. Pricing is quote-based, tailored to deployment scale and requirements.

Pricing tiers

Distribution channels2 records

Marketing channels5 records

Core offering

Gentoro provides an AI integration platform that adds orchestration, security, and observability layers around Model Context Protocol (MCP)-powered AI agents so they can take action against enterprise systems reliably. Its open-source OneMCP runtime turns natural-language prompts into cached execution plans, allowing agents to fulfill backend API requests with deterministic performance and reduced inference cost. The platform targets enterprise AI teams that need production-grade governance and interoperability across multi-model, multi-system agentic workflows.

Product overview

Gentoro is an AI Integration Platform for Agentic Workflows. The core product is the Gentoro Platform, which provides orchestration, security, and observability capabilities for MCP-powered agents in production. Complementing the platform is OneMCP, an open-source MCP runtime that enables AI agents to interact with backend APIs accurately through cached execution plans. Additional offerings include a Resource Library with guides on MCP security and governance, a Slack-based Community for collaboration, and a Blog covering MCP and AI integration topics. The platform is designed to work across multiple AI providers including Anthropic, OpenAI, Gemini, Azure OpenAI, and AWS Bedrock.

Differentiator

Problem solved

Functional benefit

Brands

• OneMCP: Open-source MCP runtime that turns natural-language prompts into cached execution plans for AI agents, enabling accurate and cost-effective API calls.

Products and services

• Gentoro Platform Enterprise software platform that adds orchestration, security, and observability layers so MCP-powered AI agents can take action across enterprise systems safely and predictably in production. Targeted at enterprise AI platform teams.
• OneMCP Open-source MCP runtime that turns natural-language prompts into cached execution plans, enabling AI agents to fulfill backend API requests instantly with enterprise-grade accuracy, cost control, and deterministic performance. Exposed as an MCP server with the onemcp.run tool.

Quantifiable outcome

• 90% less inference spend with cached plans
• +3 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration10 records

AI capability7 records

Feature7 records

Partnerships

Six partnerships are on record, tiered core.

• Tomorrow Street (Vodafone Accelerator)coreStrategic or Co-development Partner · 6 November 2025Gentoro participated in Tomorrow Street's Scaleup X Programme during Luxembourg Venture Days, organized by Vodafone's accelerator. The programme supports scaleups through business development and integration into Vodafone's ecosystem. Some startups are considering establishing a presence in Luxembourg through this programme.
• AnthropiccoreTechnology or IntegrationGentoro's platform is built to work with Anthropic's Claude models. Supports integration with Anthropic Claude through MCP-native approach.
• OpenAIcoreTechnology or IntegrationGentoro's platform integrates with OpenAI's GPT models through MCP protocol, enabling AI agents to interact with enterprise APIs.
• Google (Gemini)coreTechnology or IntegrationGentoro supports Google Gemini models for AI agent workflows. OneMCP works with Gemini through pluggable provider interface.
• Microsoft Azure OpenAIcoreTechnology or IntegrationGentoro integrates with Azure OpenAI Service, enabling enterprise customers to use OpenAI models hosted on Azure infrastructure.
• AWS BedrockcoreTechnology or IntegrationGentoro supports AWS Bedrock for AI agent deployments on AWS infrastructure, enabling multi-cloud flexibility.

Scale indicators2 records

Expansion highlights3 records

Direct peers

• LangChain: LangChain is a leading open-source framework for building LLM-powered agents and orchestration workflows. It overlaps directly with Gentoro's agent orchestration and integration use cases and is explicitly supported as an integration partner on Gentoro's platform.
• Moveworks: Moveworks is an enterprise AI agent platform that automates IT, HR, and operations workflows by orchestrating agents across enterprise systems. It is comparable to Gentoro as a production-grade enterprise agent platform with security/governance requirements.
• Kore.ai: Kore.ai provides an enterprise conversational and agentic AI platform with built-in orchestration, NLU, and governance for regulated industries. It is comparable to Gentoro's enterprise-targeted agent platform, particularly for insurance and customer-service workflows.
• Aisera: Aisera offers an enterprise AI agent platform for IT, HR, customer service, and operations automation, with security and governance layers. It directly competes with Gentoro for enterprise agentic workflow deployments and shares comparable use cases.

Emerging players

• CrewAI: CrewAI is an emerging multi-agent orchestration framework focused on coordinating role-based AI agents. It competes with Gentoro in the agent orchestration layer and is comparable for teams building production-grade agentic workflows.
• Dust.tt: Dust is an early-stage enterprise agent platform that lets teams build and deploy AI agents connected to internal tools and data. It is comparable to Gentoro as a direct competitor in the AI agent enablement / orchestration space, especially for European and mid-market customers.

Broad incumbents

• Microsoft Copilot Studio: Microsoft Copilot Studio is a hyperscaler-scale enterprise agent builder tightly integrated with the Microsoft 365, Azure, and Power Platform stacks. It is comparable to Gentoro as a competing enterprise agent orchestration and governance platform with bundled cloud economics.
• Amazon Bedrock Agents: AWS Bedrock Agents is AWS's managed service for building and orchestrating generative-AI agents with native AWS governance, observability, and identity integration. It competes with Gentoro at the enterprise agent platform layer, especially for AWS-centric customers.
• Google Vertex AI Agents: Google Vertex AI Agents (and Agent Builder) is Google's enterprise agent development and orchestration suite integrated with Gemini and Google Cloud. It is comparable to Gentoro as a competing enterprise agent platform with bundled cloud and identity tooling.
• IBM watsonx Orchestrate: IBM watsonx Orchestrate is IBM's enterprise AI agent and automation platform targeting large, regulated enterprises. It competes with Gentoro for agentic workflow deployments in industries like insurance, manufacturing, and financial services.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/Gentoro-OneMCP/onemcp
• LinkedInlinkedin.com/company/gentoro

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Gentoro