# We put your product's core features within reach of AI tools.

> We build MCP servers and MCP Apps that let Claude, ChatGPT and other AI assistants use your product's data and actions reliably, with interactive views in chat.

Page: https://semantly.fi/en/mcp-servers  
Language: English  
Also in: [Suomi](https://semantly.fi/mcp-palvelimet.md)

We build the MCP server through which Claude, ChatGPT and other assistants use your system's data and actions, plus MCP Apps that bring an interactive UI right into the conversation.

## Typical delivery

- An MCP server in production
- Tools designed and documented
- Interactive MCP App in chat
- Auth and usage analytics

## From your API to tools the model knows how to use.

MCP (Model Context Protocol) is the open standard that connects AI assistants to external systems. We make sure that connection works reliably.

### MCP servers

Your system's actions turned into tools an AI assistant can call on the user's behalf.

### MCP Apps

Interactive charts, forms and views rendered right in the conversation. Users filter and drill into the data without leaving the chat.

### Tool design

Tool names, descriptions and parameters written so the model picks the right tool and uses it correctly.

### Authentication and permissions

Per-user sign-in and permissions, so the assistant only sees what the user is allowed to access.

### MCP analytics

Which tools get called, which calls fail and what users are trying to get done.

### Deployment and maintenance

Hosting, versioning and compatibility with different assistants as the standard evolves.

## How we work.

A phased delivery where every phase has a clear outcome.

1. **Discovery.** What your users want to do through an assistant, and what your API already offers.
2. **Tool design.** Scoping, naming and describing the tools from the model's point of view.
3. **Build and test.** The server and apps are built and tested with real assistants.
4. **Launch and monitoring.** Rollout, analytics and handover to your team.

## Other services

- [From pilot to production](https://semantly.fi/en/pilots-to-production.md): A partner that takes your AI pilot reliably into production, with quality, security and monitoring in place.
- [Evals and guardrails](https://semantly.fi/en/evals-and-guardrails.md): Automated quality scoring and systematic testing against misuse.
- [Agent observability](https://semantly.fi/en/agent-observability.md): Tracing, analytics and dashboards: see what your agent does and what it costs.

---

Semantly (Screenful Oy, Helsinki). Contact: hey@semantly.fi · [Book an assessment call](https://semantly.fi/en/contact)