Service

MCP Integration

Integrate enterprise systems, tools, APIs, and AI agents through MCP and secure interoperability.

Integrate enterprise systems, tools, APIs, and AI agents through MCP and secure interoperability.

Business Outcome

Enable AI to safely call enterprise tools, data, and business systems while reducing repeated integration cost.

Typical Challenges

  • Scattered system APIs
  • AI cannot call tools safely
  • High integration cost
  • No call audit trail

Solution Capabilities

  • MCP servers
  • API orchestration
  • Tool registry
  • Secure authorization
  • Call audit

Industries

ManufacturingFinancePublic servicesSoftware platformsEnterprise groups

Architecture

Reference Architecture

Break business inputs, core capabilities, governance, and user entry points into an implementable structure.

01

Business systems, documents, databases, and third-party platforms form the input layer.

02

MCP servers, API orchestration, Tool registry form the core capability layer.

03

Access control, audit logs, monitoring, backup, and security policies form the enterprise governance layer.

04

Users access the capability through portals, workbenches, APIs, or automated workflows.

Scenarios

  • Scenarios that need to solve: Scattered system APIs.
  • Scenarios that need to solve: AI cannot call tools safely.
  • Scenarios that need to solve: High integration cost.
  • Scenarios that need to solve: No call audit trail.
  • Project-based digitalization in Manufacturing, Finance, Public services and related industries.

Implementation Process

  1. 1Clarify business goals and interview stakeholders
  2. 2Inventory systems, data, permissions, and risks
  3. 3Design target architecture and implementation roadmap
  4. 4Validate core capabilities through a pilot
  5. 5Deliver phased development, integration, and testing
  6. 6Launch, hand over operations, and continue optimization

FAQ

Who is MCP Integration for?

MCP Integration is suitable for organizations that already have business systems, data assets, or process governance needs and want better efficiency, control, and maintainability.

How does a project usually start?

Projects usually start with business interviews, system inventory, and risk assessment, then move through pilot validation, core capability build-out, and continuous operations.

How is enterprise control maintained?

Tongfu includes permissions, logs, data boundaries, backup and recovery, and delivery documentation in the implementation process.

Technology Stack

Next.js / React / TypeScriptJava / Node.js / API IntegrationPostgreSQL / MySQL / Redis / ElasticsearchDocker / Kubernetes / CI/CDRAG / Vector Search / Enterprise Knowledge BaseCloud / RDS / Observability

Related Cases

Related Cases

Understand how this service connects with real business scenarios.

Content database for a publishing enterprise, turning books, media assets, and important documents into searchable digital content assets.

Publishing

CITIC Press Content Database

Content database for a publishing enterprise, turning books, media assets, and important documents into searchable digital content assets.

Content platform for digital publishing

View Case
DMS rebuild planning for a semiconductor manufacturer, supporting ISO documents, approval workflows, permission control, and legacy data import.

Semiconductor

SMIC DMS Rebuild

DMS rebuild planning for a semiconductor manufacturer, supporting ISO documents, approval workflows, permission control, and legacy data import.

Controlled document management for 10,000+ employees

View Case

Connect AI agents with enterprise tools safely

Share your AI tool integration goals. We can help identify a safe MCP and API integration path.

Book a Consultation
MCP Integration