Custom MCP Server Development

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Triminage builds custom MCP servers that let your customers use your product from Claude, ChatGPT and other AI assistants. MCP, the Model Context Protocol, is an open standard for connecting an assistant to a product's actions and data. Our own MCP server in Groohve has 113 tools. A first server on a few core actions typically takes 1 to 2 weeks.

MCP server development services, proven on a live product

02Deliverable

Scoped to each user

Every request runs as the signed-in user, so a tool only reaches what that user can already see in the app. In Groohve, another owner's record returns not found, a revoked key is refused, and destructive actions need explicit confirmation.

03Deliverable

Connectors for Claude and ChatGPT

Personal API keys for developer clients, plus OAuth with PKCE so people can add your server as a connector in Claude or ChatGPT without copying keys around.

From your app to an assistant connector

Map the actions

We list what your users already do in the app and choose the tools to expose. The rule is simple: an assistant gets only what the user could already do by hand.

Build on your services

Tools call your existing service code with typed inputs and plain descriptions, so the assistant picks the right one. Read tools are marked read-only, and anything destructive asks for confirmation.

Test with real accounts

We smoke test against real accounts before calling it done. On Groohve that test found the permission check locked out most real owners, and we fixed it the same day.

MCP Server Development

What’s included in MCP Server Development

Custom MCP Server DevelopmentRemote MCP ServersOAuth Connectors for Claude and ChatGPTPer-user Permissions and Row-level SecurityTool Design and DescriptionsMCP Servers for SaaS ProductsSmoke Tests with Real Accounts
Shape

Testimonials

The team stuck to their word and worked overtime to deliver my project as quickly as possible, arranged meetings to keep me updated, and even when my scope shifted they worked around it to get the job done. 5 stars from me.

SaaS Founder

SaaS Founder

Verified Upwork review · United Kingdom

Triminage has been with us the whole way. They built our first website back when we were still Floret Commodities, and when we rebranded to Floret Capitals they redid the whole thing and did a really nice job. It just kept going from there — they built a promotional app for our commodity business that helped bring in a lot of new clients, and now they’re building a full trading app for the stock market that we think will really set us apart. They built our backend dashboard that ties everything together, and they even handle our Google Workspace. What I like is they actually get the business side of things — we don’t have to spell out why something matters, they just understand what we’re trying to do. And we don’t have to chase them for anything; they just handle it. If you’re thinking about going with Triminage, I’d say go for it.

Ahsan Naeem

Ahsan Naeem

Chief Operating Officer · Floret Capitals

I’ve worked with the team on an AI product for about three months, and the partnership was well structured and organised. They provided weekly updates and communicated clearly, which made the whole process smooth and straightforward. The final product works and is fully functional. I chose the team for the clarity of communication they provide and the way they structure and organise the work — notably more confident than with other providers. They arrive at meetings on time and manage expectations realistically; the punctuality and quality of communication that other providers were missing. I wish you the best of luck working with them.

Marcus

Marcus

AI Product · DejaThink

Harun came in and took our systems to a whole new level — it’s like night and day, the difference.

Daniel

Daniel

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Frequently Asked Questions

MCP, the Model Context Protocol, is an open standard that lets AI assistants such as Claude and ChatGPT use another product's features. An MCP server is the piece you add to your product: it lists the actions an assistant may take, such as listing invoices or creating a campaign, and runs them for the signed-in user.

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