raw-mcp
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@raw-mcpUse the calculate_length tool to count the characters in 'hello world'."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
raw_mcp
A minimal Model Context Protocol server written in pure Python — no MCP SDK, no third-party libraries. It speaks JSON-RPC 2.0 over stdio, which is how MCP clients talk to servers they launch as a subprocess.
Prerequisites
uv (
brew install uv)
Related MCP server: Counting MCP Server
Layout
server.py— the MCP server (stdlib only)test_server.py— a smoke test that drives the server through a full handshakepyproject.toml— uv project metadata (no runtime dependencies)
Run the tests
uv run test_server.pyRun the server manually
The server reads JSON-RPC from stdin and writes responses to stdout, so you can poke at it by hand:
uv run server.pyThen paste a line and press enter:
{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2024-11-05","capabilities":{}}}Diagnostic logs go to stderr so they never corrupt the JSON on stdout.
Use it from an MCP client
Point any MCP client (Claude Desktop, etc.) at the server via uv. Example
claude_desktop_config.json:
{
"mcpServers": {
"raw-mcp": {
"command": "uv",
"args": ["run", "server.py"],
"cwd": "/Users/jameswhite/conductor/workspaces/raw_mcp/san-salvador"
}
}
}Use it from Claude Code
Register the server with Claude Code's MCP support, then call the tool from a session.
Add the server
claude mcp add raw-mcp -- uv run --directory /Users/jameswhite/conductor/workspaces/raw_mcp/san-salvador server.pyraw-mcpis the name it shows up as.Everything after
--is the launch command. Usinguv run --directory <path>means it works regardless of which directory you start Claude Code from. If you always launch from this folder,claude mcp add raw-mcp -- uv run server.pyis enough.Default scope is
local(just you, this project). Add-s userto make it available everywhere, or-s projectto share it via a committed.mcp.json.
Verify it connected
claude mcp list # shows configured servers + connection status
claude mcp get raw-mcp # shows the launch command for this oneraw-mcp should report ✔ Connected.
Use it
MCP servers are loaded at session startup, so open a fresh interactive Claude Code session (or restart your current one), then:
Run
/mcp— you should seeraw-mcpconnected with one tool,calculate_length.Ask Claude to use it, e.g. "Use the raw-mcp calculate_length tool on the string 'hello world'." The tool is exposed as
mcp__raw-mcp__calculate_length.
Remove it when done
claude mcp remove raw-mcpThe one tool
calculate_length — returns the character count of a string.
How it works
initialize — the handshake. The server advertises
protocolVersionand itstoolscapability.notifications/initialized — the client acknowledges. It's a notification (no
id), so the server sends nothing back.tools/list — the server returns its tool definitions and JSON schemas.
tools/call — the client invokes a tool; the server returns
contentblocks.
Adding a tool is two steps: append its definition to TOOLS, then handle its name
in call_tool.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
This server cannot be installed
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