MCP Bridge by AppfactorUnleash your AI agents on any enterprise API in minutes

MCP Bridge by Appfactor

MCP Bridge transforms any REST, GraphQL, SOAP, or gRPC API into AI-ready Model Context Protocol tools in minutes. Eliminate the complexity of building individual MCP servers and give your AI agents secure, governed access to enterprise data without writing glue code.

Product Highlights

• Auto-Generated MCP Tools: Point at any API schema and instantly create fully typed, annotated tools ready for Claude, GPT, Gemini, or any MCP-compatible client
• Universal Protocol Support: Native support for OpenAPI, GraphQL introspection, WSDL, and gRPC with automatic parsing and conversion
• Code Mode Optimization: Reduce context window usage by ~98% using three meta-tools that let LLMs discover and orchestrate API calls on demand
• Enterprise-Grade Security: Self-hosted Docker deployment with OAuth2, OIDC, AWS Cognito, and multiple auth flows—your data never leaves your network
• Built in Rust: Memory-safe, high-throughput runtime with zero external SaaS dependencies for production reliability

Use Cases

• Internal API Exposure: Platform engineering teams can securely expose hundreds of internal services to AI agents without maintaining separate MCP adapters for each API
• Agent Development: AI engineers build sophisticated agents that call enterprise APIs with built-in authentication, rate limiting, and observability
• Legacy System Integration: Connect SOAP and gRPC APIs to modern LLM clients without expensive refactoring or rewriting services
• Multi-API Orchestration: Unify disparate API portfolios under a single MCP control plane with semantic tool search and intelligent curation

Target Audience

MCP Bridge is designed for platform engineering teams, AI engineers, and enterprise organizations that need to connect existing API infrastructure to AI agents quickly and securely. Ideal for companies adopting MCP as a standard while maintaining strict data governance and self-hosting requirements.