RapidMCP

RapidMCP

Convert your REST API into an MCP Server in minutes!

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RapidMCP convert your REST API into MCP Servers in minutes! No code required.
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Launch tags:APIDeveloper ToolsTech
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What do you think? …

Joshua Heslin

MCP is here and I started to implement it into our code base. It was clunky, had bugs and was wondering if there was a product to convert your existing REST API spec into an MCP server. Everyone has an API spec and wouldn't it be great if all REST APIs out there are MCP ready with no code? Then I thought of building RapidMCP.

I'd love to add a feature where it takes an OpenAPI Swagger spec and then converts it to an MCP server for you. There are also some auth considerations.

Would love feedback/thoughts/comments from the community about whether this is a viable product?

Ryden Sun

This hits exactly where MCP is still rough for most devs. Love the vision behind RapidMCP — turning existing OpenAPI specs into MCP servers would be a game-changer for anyone trying to “agentify” legacy systems without rebuilding them from scratch.


Auth is definitely a tricky area, especially if you’re dealing with token scopes or user-specific routing — would be curious how you’re thinking about handling things like OAuth2 flows or even internal API keys in an MCP context.


I’d 100% use this if it helps bridge the gap between traditional REST APIs and the emerging agent infrastructure. Excited to see where you take this!

Joshua Heslin

@williamrobertscott Fantastic feedback. Thanks for taking the time to comment.

I'd be more than happy to share additional details or provide any setup guidance if you are keen to try it out. Contact me on linkedin/socials if that's something of interest.

Cheers

Alex Lou

@joshua_heslin Congrats on the launch! API to MCP is a straightforward connection but the tricky part is handling the many API specs and also MCP client configs. Curious to hear your thoughts on how to adapt to these!

Joshua Heslin

@thefullstack Excellent questions. I was thinking of building a Swagger OpenAPI spec convertor. Allowing a yaml file (with versioning) to be transformed into a running MCP server - this allows the builder to 'config only' the connections between an MCP server and their API.

When it comes to authentication, the simple approach to use existing API key/token scenarios but I acknowledge this may solve only some scenarios. Making RapidMCP multi-tenant with verifying user session via IdP is certainly a tricky problem and one I'm eager to explore as the use-cases come.

MCP Server config spec allows passing environment variables, these will be available in the templating section in RapidMCP so if the AI Agent can pass user context into the MCP server spec, then I'll be able to set up a tenant configuration on the RapidMCP side for tool invocation.


Thanks for your interest in RapidMCP - as you know, AI and MCP is rapidly evolving with many unknowns still.

Alex Lou

@joshua_heslin That's a very detailed response. Appreciate it!

Bruno Cascio

@joshua_heslin  @thefullstack I'm working also on a product to generates openapi spec based on API traffic https://www.producthunt.com/products/doks-io :D

Parth Ahir

This is a smart direction — converting existing REST APIs to MCP with no code feels like a huge unlock, especially for teams that want to experiment without deep protocol-level refactors. Swagger/OpenAPI support is a must IMO — almost every modern API has a spec, and making that the entry point is super smart.

Auth is definitely the tricky part, especially with custom token logic or layered permissions — curious how you plan to abstract that cleanly without making it too rigid.

Overall though, love the idea. It feels like the kind of infrastructure tool that could quietly become essential if done right. Would definitely keep an eye on this.

Joshua Heslin

@parth_ahir Thanks for making the time to help validate the idea. Cheers to you sir! We will continue down the Swagger/OpenAPI path.

Parth Ahir

@joshua_heslin 
Happy to help, Joshua!
Excited to see where you take it — Swagger support is a solid call. Keep building! 🚀

Jun Shen

No-code API handling is a huge time saver! 👀

Joshua Heslin

@shenjun Awesome, thanks for the valuable feedback that we are on the right track.

Julian Pscheid

Great to see this! I've been exploring solutions like this for @Hedy AI, so that users can have other AI tools easily tap into their meeting history. We'll probably give this a try in the coming week.

Joshua Heslin

@julian_pscheid Awesome, all the best with Hedy AI. Please feel free to reach out if you have any comments, questions and concerns. We'd love to assist.

Erliza. P
That's cool! Always nice to see tools that make integration faster and easier. No-code is a big win too.
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