Swagger MCP
Swagger MCP reads Swagger UI to extract swagger.json files and dynamically generates well-defined MCP tools at runtime, facilitating API interaction and tool selection for developers and testers.
Added on:
Created by:
Apr 25 2025
Swagger MCP reads Swagger UI to extract swagger.json files and dynamically generates well-defined MCP tools at runtime, facilitating API interaction and tool selection for developers and testers.
Added on:
Created by:
Apr 25 2025
Danish Sheikh
Featured
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ThumbnailCreator.com
AI-powered tool for creating stunning, professional YouTube thumbnails quickly and easily.
Refly.ai
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Skywork.ai
Skywork AI is an innovative tool to enhance productivity using AI.
FineVoice
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
VoxDeck
Next-gen AI presentation maker，Turn your ideas & docs into attention-grabbing slides with AI.
BGRemover
Easily remove image backgrounds online with SharkFoto BGRemover.
Qoder
Qoder is an agentic coding platform for real software, Free to use the best model in preview.
FixArt AI
FixArt AI offers free, unrestricted AI tools for image and video generation without sign-up.
Flowith
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Elser AI
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
SharkFoto
SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.
Funy AI
AI bikini & kiss videos from images or text. Try the AI Clothes Changer & Image Generator!
Yollo AI
Chat & create with your AI companion. Image to Video, AI Image Generator.
Pippit
Elevate your content creation with Pippit's powerful AI tools!
AI Clothes Changer by SharkFoto
AI Clothes Changer by SharkFoto instantly lets you virtually try on outfits with realistic fit, texture, and lighting.
SuperMaker AI Video Generator
Create stunning videos, music, and images effortlessly with SuperMaker.
AnimeShorts
Create stunning anime shorts effortlessly with cutting-edge AI technology.
Paper Banana
AI-powered tool to convert academic text into publication-ready methodological diagrams and precise statistical plots instantly.
Tome AI PPT
AI-powered presentation maker that generates, beautifies, and exports professional slide decks in minutes.
AI Pet Video Generator
Create viral, shareable pet videos from photos using AI-driven templates and instant HD exports for social platforms.
Atoms
AI-driven platform that builds full‑stack apps and websites in minutes using multi‑agent automation, no coding required.
Ampere.SH
Free managed OpenClaw hosting. Deploy AI agents in 60 seconds with $500 Claude credits.
Veemo - AI Video Generator
Veemo AI is an all-in-one platform that quickly generates high-quality videos and images from text or images.
Seedance 20 Video
Seedance 2 is a multimodal AI video generator delivering consistent characters, multi-shot storytelling, and native audio at 2K.
Hitem3D
Hitem3D converts a single image into high-resolution, production-ready 3D models using AI.
HookTide
AI-powered LinkedIn growth platform that learns your voice to create content, engage, and analyze performance.
ainanobanana2
Nano Banana 2 generates pro-quality 4K images in 4–6 seconds with precise text rendering and subject consistency.
GenPPT.AI
AI-driven PPT maker that creates, beautifies, and exports professional PowerPoint presentations with speaker notes and charts in minutes.
Create WhatsApp Link
Free WhatsApp link and QR generator with analytics, branded links, routing, and multi-agent chat features.
Gobii
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
AI FIRST
Conversational AI assistant automating research, browser tasks, web scraping, and file management through natural language.
AirMusic
AirMusic.ai generates high-quality AI music tracks from text prompts with style, mood customization, and stems export.
GLM Image
GLM Image combines hybrid AR and diffusion models to generate high-fidelity AI images with exceptional text rendering.
TextToHuman
Free AI humanizer that instantly rewrites AI text into natural, human-like writing. No signup required.
Manga Translator AI
AI Manga Translator instantly translates manga images into multiple languages online.
Seedance 2 AI
Multi-modal AI video generator that combines images, video, audio and text to create cinematic short clips.
WhatsApp Warmup Tool
AI-powered WhatsApp warmup tool automates bulk messaging while preventing account bans.
Seedance-2
Seedance 2.0 is a free AI-powered text-to-video and image-to-video generator with realistic lip sync and sound effects.
LTX-2 AI
Open-source LTX-2 generates 4K videos with native audio sync from text or image prompts, fast and production-ready.
FalcoCut
FalcoCut: web-based AI platform for video translation, avatar videos, voice cloning, face-swap and short video generation.
Van Gogh Free Video Generator
An AI-powered free video generator that creates stunning videos from text and images effortlessly.
SOLM8
AI girlfriend you call, and chat with. Real voice conversations with memory. Every moment feels special with her.
Remy - Newsletter Summarizer
Remy automates newsletter management by summarizing emails into digestible insights.
Telegram Group Bot
TGDesk is an all-in-one Telegram Group Bot to capture leads, boost engagement, and grow communities.
Vertech Academy
Vertech offers AI prompts designed to help students and teachers learn and teach effectively.
Img2.AI
AI platform that converts photos into stylized images and short animated videos with fast, high-quality results and one-click upscaling.
ai song creator
Create full-length, royalty-free AI-generated music up to 8 minutes with commercial license.
APIMart
APIMart offers unified access to 500+ AI models including GPT-5 and Claude 4.5 with cost savings.
Explee
Start outreach RIGHT NOW with single-line description of your ICP
Nana Banana: Advanced AI Image Editor
AI-powered image editor turning photos and text prompts into high-quality, consistent, commercial-ready images for creators and brands.
Qwen-Image-2512 AI
Qwen-Image-2512 is a fast, high-resolution AI image generator with native Chinese text support.
RSW Sora 2 AI Studio
Remove Sora watermark instantly with AI-powered tool for zero quality loss and fast downloads.
Kling 3.0
Kling 3.0 is an AI-powered 4K video generator with native audio, advanced motion control, and Canvas Agent.
Lease A Brain
AI-powered team of expert virtual professionals ready to assist in diverse business tasks. Sign-up for a free trial.
What is Swagger MCP?
Swagger MCP is a server tool designed to automate the process of API interaction by reading Swagger UI endpoints. It extracts the swagger.json file, the core API definition, and uses it to generate MCP tools dynamically at runtime. These tools allow users to interact with APIs seamlessly, making it ideal for API testing, development, and automation. The system integrates with mcphost and other MCP clients, simplifying complex manual API calls by providing automatically generated interfaces based on the Swagger API specifications. This approach reduces setup time and enhances accuracy in API communication tasks.
Who will use Swagger MCP?
- API Developers
- Testers
- Automation Engineers
- API Documentation Teams
How to use the Swagger MCP?
- Step1: Install the swagger-mcp via Go or download the binary.
- Step2: Provide the swagger specification URL using the --specUrl flag.
- Step3: Run the MCP server, which fetches the swagger.json and generates tools.
- Step4: Connect with MCP clients or mcphost to utilize the generated tools for API calls.
Swagger MCP's Core Features & Benefits
The Core Features
- Extracts swagger.json from Swagger UI
- Dynamically generates MCP tools based on API spec
- Supports integration with mcphost
- Runs as a standalone server
The Benefits
- Reduces manual effort in API tool creation
- Ensures tools are always aligned with current API specifications
- Facilitates rapid testing and development
- Supports automation workflows
Swagger MCP's Main Use Cases & Applications
- Automated API testing in CI/CD pipelines
- API documentation and interactive exploration
- Backend service development with dynamic API interfaces
- Integration testing for microservices
FAQs of Swagger MCP
Developer
- danishjsheikh
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