mcpbeat

Fw Context MCP Server

io.github.turbyho/fw-context-mcp
local only

Fw Context MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 1 690 installs a week from pypi. Last commit 1 Aug 2026.

Build-aware code intelligence for embedded C/C++ firmware — libclang, FTS5, call graphs, 33 tools

Installs per day peak 2 509 · avg 660 · +83% w/w
a month agotoday
1 690
Installs / week
pypi · fw-context-mcp
6
Stars
0 open issues
1 Aug 2026
Last commit
0 releases in 90 days
MIT
License
Python

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add fw-context-mcp -- uvx fw-context-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "fw-context-mcp": {
      "args": [
        "fw-context-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.fw-context-mcp]
command = "uvx"
args = ["fw-context-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "fw-context-mcp": {
      "args": [
        "fw-context-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "fw-context-mcp": {
      "args": [
        "fw-context-mcp"
      ],
      "command": "uvx"
    }
  }
}

Fw Context MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Fw Context MCP?
Fw Context MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package fw-context-mcp was installed 1 690 times last week.
How do I connect Fw Context MCP?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls fw-context-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Fw Context MCP?
The pypi package fw-context-mcp was installed 1 690 times in the last week. Week over week that is +83%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Fw Context MCP open source?
Yes — it is published under the MIT licence, written in Python and 6 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.