memvid-mcp-server

A Streamable HTTP MCP Server for Memvid

5 stars PythonServers & Infrastructure Updated Oct 17, 2025

Documentation

memvid-mcp-server

A Streamable-HTTP MCP Server that uses memvid to encode text data into videos that can be quickly looked up with semantic search.

Supported Actions:

`add_chunks`: Adds chunks to the memory video. Note: each time you add chunks, it resets the memory.mp4. Unsure if there is a way to incrementally add.
`search`: queries for the top-matching chunks. Returns 5 by default, but can be changed with top_k param.

Running

Set up your environment:

bash

python3.11 -m venv my_env
. ./my_env/bin/activate
pip install -r requirements.txt

Run the server:

bash

python server.py

With a custom port:

bash

PORT=3002 python server.py

Connect a Client

You can connect a client to your MCP Server once it's running. Configure per the client's configuration. There is the mcp-config.json that has an example configuration that looks like this:

json

{
  "mcpServers": {
    "memvid": {
      "type": "streamable-http",
      "url": "http://localhost:3000"
    }
  }
}

Acknowledgements

Obviously the modelcontextprotocol and Anthropic teams for the MCP Specification. https://modelcontextprotocol.io/introduction
HeyFerrante for enabling and sponsoring this project.

Frequently asked questions

What is memvid-mcp-server?

memvid-mcp-server is A Streamable HTTP MCP Server for Memvid

How do I install memvid-mcp-server?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is memvid-mcp-server open source?

Yes — it is hosted on GitHub at https://github.com/ferrants/memvid-mcp-server and has 5 stars.

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