On Launch Llama
MCP Bridge by Appfactor
For AI teams: MCP Bridge auto-generates typed tool definitions from any API so agents call enterprise systems through one interface.
Built by Gabriel Ciuloaica
Artificial Intelligence Developer Tools API Freemium
Visit website → Upvotes · 203
In category: #986 of 2811 · Artificial Intelligence
MCP Bridge by Appfactor is a Product Hunt listing on Launch Llama with 203 total upvotes, founded by Gabriel Ciuloaica who joined in Jun 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
203upvotes
Community score
Gabriel Ciuloaica (Joined Jun 2026)
Founder
Compared against 6 alternatives
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Key Features
- Auto-generate typed MCP tool definitions from API schemas
- Handle multiple API protocols including REST, GraphQL, SOAP, and gRPC
- Reduce context window usage by 98 percent with Code Mode
- Configure enterprise authentication including OAuth2 and AWS Cognito
- Track latency, throughput, token usage, and error rates with analytics
About
MCP Bridge auto-generates Model Context Protocol tool definitions from REST, GraphQL, SOAP, or gRPC APIs, making existing APIs AI-ready without code changes. It helps platform engineers, AI engineers, and enterprise organizations connect their API portfolios to LLM clients through a single control plane.
Use Cases
- Enterprise organizations adopting MCP as a standard to connect existing API landscapes to LLM clients securely
Pricing
Free trial available with no credit card required. Available on AWS and Azure Marketplace with tiers from evaluation to enterprise-wide deployment.
Founder Guides
Alternatives
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- AllMCPs
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Ask AI
ChatGPT Claude Perplexity Grok
For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery