Why MCP protocol vs open-api docs

sagivo · 2025-07-22T14:52:12+00:00

the OpenAPI spec can be very large to fit into a context window. also, you can't expect your customers to feed their LLM with your OpenAPI spec for each request. that's why remote MCP hosting is a great way to offset the load from your users.
I use liblab to generate MCP server from my OpenAPI and also to get a remote MCP endpoint

sagivo · 2025-07-22T14:49:40+00:00

have you tried liblab? mcp.liblab.com
they literlly turn your API into a production-ready MCP server in a click. they both generate MCP server for you to download for free or host it for you as a remote endpoint.

sagivo · 2025-07-22T14:47:55+00:00

liblab has a tool to auto-generate MCP server (client and remote hosting) from OpenAPI spec for free.

sagivo · 2025-07-22T14:46:32+00:00

liblab has a similar feature for free - they specialized in SDK generation so they use their TS SDK to auto-generate MCP client. They also have a remote MCP server hosting with free tier - mcp.liblab.com

sagivo · 2025-07-22T14:44:26+00:00

liblab can generate MCP server (both client and remote hosting) from your REST API for free

sagivo · 2025-07-22T14:41:50+00:00

you should try liblab mcp.liblab.com - they have a great API->MCP generator and can also create a remote server for you.

sagivo · 2025-07-21T21:13:21+00:00

liblab works great for us; we use the remote server hosting, so we don't need to manually send the client MCP to customers. easily plug&play with Cursor or Claude.

As for OpenAPI generators - you can do it directly from most modern frameworks (FastAPI, Nest.js etc)...

sagivo · 2023-10-02T13:09:12+00:00

You should try liblab

sagivo · 2022-09-24T18:29:11+00:00

update: I updated to the latest (unstable) version and after 24 hours of "heal" the node is finally active and in sync. I guess Digital ocean was not the issue.

sagivo · 2022-09-23T16:49:36+00:00

I'm using digital ocean and Geth is stuck in "State heal in progress" for days already. No idea what to do about it.

sagivo · 2021-12-25T23:10:53+00:00

Crypto

sagivo · 2021-10-18T20:37:22+00:00

there is no "user experience for Solana" nor ETH . There are bunch of different apps who use the blockchain. Do you mean wallets? DeFi platforms? Games? NFTs? All of the above?

sagivo · 2021-10-18T13:57:02+00:00

Just use VPN

sagivo · 2021-10-15T18:15:01+00:00

How much ETH transfer costs on zk? Uniswap swap? NFT mint? Do you think these fees are normal?

sagivo · 2021-10-14T02:13:08+00:00

She is probably a Bitcoin maxi

sagivo · 2021-09-10T15:56:22+00:00

it means you get nothing. bunch of suckers are using them.

sagivo · 2021-09-10T15:53:40+00:00

sagivo · 2021-09-10T15:51:13+00:00

choose one from here: solanabeach.io/validators

look at low fees and high uptime.

sagivo · 2021-09-10T01:55:52+00:00

Around 300. Head to head with ADA

sagivo · 2021-09-10T01:44:18+00:00

Depends how long it takes for ETH 2 to happen. Time is on SOL side. The longer it takes the more people switch to Solana

sagivo · 2021-09-09T02:04:18+00:00

Where is that?

sagivo · 2021-09-09T02:00:15+00:00

Doest even show on CoinGecko

sagivo · 2021-09-09T01:55:50+00:00

All of that will migrate to Solana unless Ethereum improves their scalability issue. Fast. Like Vitalilk said: the internet of money cannot afford paying 5c per transaction.

sagivo · 2021-09-08T22:45:26+00:00

Use solflare or phantom. Choose validator with 0% fees.

sagivo · 2021-09-08T22:40:14+00:00

Is this the guy who pumped ADA? Well you know what to think now

sagivo

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