Unlocking MCP for AI Agents: AXYS Offers No-Code Integration, Improved Security, and up to 98.8% in AI Cost Savings

Key takeaways

AXYS enables no-code integration, allowing access to clean, unified data from diverse sources without custom engineering.
Automatic real-time API and endpoint generation accelerates AI agent deployment, removing manual development bottlenecks.
AXYS ensures robust enterprise-grade security, data governance, and compliance for safe AI agent deployment.
The platform significantly reduces AI token usage, facilitating scalable and cost-effective AI integration for organizations.

AI Agents powered by the Model Context Protocol (MCP) promise to transform enterprise workflows, but fragmented data, time-consuming endpoint development, and complex security needs hinder real-world adoption. AXYS for AI Agents changes the game by offering seamless, no-code data integration, instant MCP-compliant endpoints, and enterprise-grade security right out of the box. By automating these foundations and reducing AI token usage by up to 98.8%, AXYS enables organizations to scale AI rapidly and cost-effectively.

1. Lack of Practical, Out-of-the-Box Integration

MCP sets a protocol standard but leaves the heavy lifting of actually connecting diverse enterprise data sources—often messy, fragmented, and unstructured—to developers. Most organizations end up building custom connectors, schema mapping, and data harmonization logic from scratch for every project.

How AXYS solves it:

AXYS provides instant, no-code integration with both structured and unstructured data sources, automatically harmonizing schemas and delivering unified, AI-ready data without custom engineering.

AXYS empowers AI agents by eliminating a significant barrier in business AI: access to clean, unified, and ready-to-use data. Instead of spending weeks integrating disparate databases, files, or cloud apps, teams can connect all their structured and unstructured data sources to AXYS in just minutes with no coding required. The platform automatically harmonizes schemas, transforms messy data, and delivers a single, AI-optimized pipeline so AI agents can consume real-time, high-quality information instantly while conserving token usage.

With AXYS, companies eliminate manual data preparation and backend development, allowing both technical and non-technical teams to orchestrate data for AI Agents at scale. This instant, no-code integration accelerates AI adoption, frees developers from repetitive integration tasks, and ensures every AI Agent operates with the complete, accurate context it needs to deliver results.

2. Manual API & Endpoint Generation Overhead

Turning internal systems into MCP-accessible, real-time endpoints typically requires weeks (or months) of backend development. This bottleneck delays any AI agent deployment and creates constant maintenance burdens.

How AXYS solves it:

AXYS auto-generates real-time APIs and MCP-compliant endpoints instantly—no coding required. It dramatically accelerates project timelines and eliminates manual endpoint management.

Creating APIs and endpoints manually has long been a barrier for companies aiming to deploy AI Agents quickly. Developing and maintaining these integrations usually requires a dedicated team of engineers, extensive backend work, and regular updates whenever business systems or data sources change. This process delays projects, creates maintenance challenges, and diverts resources from more strategic AI initiatives.

AXYS addresses this issue by providing instant, no-code API and endpoint generation for any business data source. With AXYS, teams can easily create and manage secure, real-time data endpoints with just a few clicks. This automation not only eliminates the technical barriers to connecting internal systems but also enables companies to adapt immediately as their data landscape changes. Consequently, AI agents can access the exact information they need, when they need it, without delays or the burden of custom backend development.

3. Data Privacy, Governance & Security Gaps

MCP doesn’t include robust solutions for enforcing enterprise-grade security, tenant isolation, or access control across data pipelines. This leaves companies exposed to compliance and privacy risks when scaling AI agents.

How AXYS solves it:

AXYS is designed for secure, compliant deployment in private cloud or on-premises environments. It provides fine-grained data access and automated governance out of the box.

AXYS is designed for secure, compliant deployment in private cloud or on-premises environments. It provides fine-grained data access, automated governance, and native privacy controls out of the box, ensuring that every AI agent receives the right data at the right time.

Many businesses are reluctant to deploy AI agents at scale due to concerns regarding data privacy, governance, and security. Traditional solutions often lack strong controls, making it challenging to enforce access policies, ensure compliance, and protect sensitive business data, especially when sharing data between different agents or applications.

AXYS tackles these challenges by being deployed directly within the company’s private cloud environment, giving complete control to the business. With integrated security frameworks, fine-grained access management, and automated data governance, AXYS guarantees that only the appropriate agents have access to the right data at the right time. Data never leaves the secure environment, and every action is fully auditable. This strategy eliminates compliance risks, simplifies regulatory oversight, and provides businesses with confidence that their AI-powered operations remain secure and compliant as they scale.

Frequently asked questions

Everything you need to know about AXYS Platform

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Data Management and API Features

General AXYS Platform Overview

Integration and Connectivity

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Can I use AXYS to build Retrieval Augmented Generation (RAG) workflows for AI agents?

Yes, AXYS is purpose-built to fully support Retrieval Augmented Generation (RAG) workflows for your AI agents. The platform provides pre-built, proprietary RAG pipelines that are ready to use out of the box, enabling your agents to instantly retrieve and leverage relevant data, structured or unstructured, for more accurate and contextual responses. With AXYS’s intuitive, no-code interface, you can easily connect, organize, and structure all your data sources, set up RAG pipelines without any custom development, and customize every aspect of the workflow. This includes selecting data sources, filtering data, designing prompts, and formatting outputs to fit your specific business needs. By optimizing each query, AXYS enhances the quality of AI-generated responses while also reducing token usage and operational costs for large language models.

Data Management and API Features

How does AXYS handle schema mapping and data transformation across different sources?

AXYS automatically detects and harmonizes data schemas from all your connected sources, standardizing field names, data types, and relationships for unified analysis. You can further customize schema mapping with intelligent or manual tagging, overwrite field names, and create relationships between sources—all through a no-code interface. AXYS also supports advanced data transformation, letting you condition, enrich, and adapt data to fit your business needs. This flexibility ensures your structured and unstructured data is always ready for analytics, AI, and workflow automation.

Is the auto-generated API secure? Does AXYS provide a secure token for each endpoint?

Yes, all auto-generated APIs in AXYS are designed with enterprise-grade security. Each API endpoint is protected by a unique, secure token that controls access and permissions. You can easily manage, rotate, or revoke these tokens at any time for full security and compliance. This ensures that every API, whether for an individual, department, or custom solution, remains safe, private, and fully under your organization’s control.

General AXYS Platform Overview

How does AXYS ensure data privacy and security within my environment?

AXYS is deployed directly in your own cloud or on-premises environment, inheriting all your existing security controls, firewall rules, and compliance policies by default. The platform operates entirely within your private infrastructure, so your data never leaves your environment. AXYS works with your established security groups, identity management, and DevOps standards, ensuring seamless alignment with your organization’s best practices. All AXYS APIs are secured with robust authentication and tokenization, giving you full control over data access and permissions. For extra protection, AXYS can run entirely behind your firewall, maintaining strict privacy and regulatory compliance at all times.

What is AXYS, and how is it different from other data integration platforms?

AXYS is an all-in-one, no-code data orchestration platform designed to unify, clean, and connect all your business data—whether structured or unstructured—from databases, files, SaaS applications, and more. Unlike traditional data integration tools that often require months of engineering and complex coding, AXYS can be deployed and start delivering value within days. The platform automatically generates secure, AI-ready APIs, connects instantly to a wide variety of data sources, and prepares your data for advanced AI and large language model (LLM) projects. With AXYS, even non-technical teams can manage, analyze, and optimize data quickly and efficiently, removing engineering roadblocks and accelerating AI adoption for your business.

Integration and Connectivity

Can AXYS integrate with SaaS platforms like Salesforce and QuickBooks, and how fast?

Yes, AXYS integrates seamlessly with popular SaaS platforms such as Salesforce, QuickBooks, and many others. Connecting to these platforms usually takes just a few minutes with a simple, no-code setup. Once connected, AXYS automatically detects and imports the schema, allowing you to select specific fields, apply conditions, and organize the data as needed. You can then instantly build as many customized API endpoints as your business requires, unlocking flexible data access, automation, and AI-powered analytics—all with minimal effort and no engineering required.

Can AXYS operate behind my corporate firewall with no outside access?

Yes, AXYS can be deployed entirely within your corporate firewall with no need for external access. The platform runs securely on your own infrastructure—cloud or on-premises—so all data processing, indexing, and orchestration stay fully private and under your control. This setup ensures strict compliance with internal security policies and regulatory requirements, keeping your business data completely isolated from outside networks.