Source: https://seerepo.com/r/awslabs/mcp
Markdown source: https://seerepo.com/r/awslabs/mcp.md
Description: awslabs/mcp is a Python repo with 970,557 lines written. mcp is built with FastAPI, fastmcp, starlette, and uvicorn and uses Postgres, MongoDB, and InfluxDB.

# What's inside awslabs/mcp

awslabs/mcp is a Python repo with 970,557 lines written. mcp is built with FastAPI, fastmcp, starlette, and uvicorn and uses Postgres, MongoDB, and InfluxDB. AI signed 2.4% of the 2,089 commits of mcp.

Its description on GitHub: “Open source MCP Servers for AWS”

Python · Apache-2.0 · 9,918 stars · GitHub: https://github.com/awslabs/mcp

Read on November 14, 2026, at commit 5d58a6a.

## More on this repo

- [What is mcp built with?](https://seerepo.com/r/awslabs/mcp/built): mcp is built with FastAPI, fastmcp, starlette, and uvicorn and uses Postgres, MongoDB, and InfluxDB.
- [How much of mcp did AI write?](https://seerepo.com/r/awslabs/mcp/ai): AI signed 2.4% of the 2,089 commits of mcp.

## In figures

- 970,557 lines written: The ones people and agents wrote: product, tests, schemas and tooling. Generated code doesn’t count.
- 1,184 product files: The product’s own files. Test files are counted apart.
- 1,401 test files: The files that test the code.
- 48 technologies: Each service with the file and line that prove it.

SeeRepo read the facts in its code and kept none of it. AI only helps sort its packages and folders by their names, and never sees its code.

## Frequently asked questions

### What is awslabs/mcp?

awslabs/mcp is a Python repo with 970,557 lines written. Its description on GitHub: “Open source MCP Servers for AWS”

The proof: [its page on GitHub](https://github.com/awslabs/mcp)

### What is mcp built with?

mcp is built with FastAPI, fastmcp, starlette, and uvicorn and uses Postgres, MongoDB, and InfluxDB.

The proof: [each service with its file and line](https://seerepo.com/r/awslabs/mcp/built)

### How much of mcp did AI write?

AI signed 2.4% of the 2,089 commits of mcp.

The proof: [the commits each tool signed](https://seerepo.com/r/awslabs/mcp/ai)

### What license does mcp have?

mcp is released under the Apache-2.0 license.

The proof: [its page on GitHub](https://github.com/awslabs/mcp)

### How many stars does mcp have on GitHub?

mcp had 9,918 stars on GitHub on November 14, 2026.

The proof: [its page on GitHub](https://github.com/awslabs/mcp)

## Add this badge to your README

It links to this page and updates itself each time SeeRepo reads the repo.

```markdown
[![awslabs/mcp on SeeRepo](https://seerepo.com/badge/awslabs/mcp.svg)](https://seerepo.com/r/awslabs/mcp?de=insignia)
```

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.