fittok runs on your own machine — the client starts it, so there is no endpoint to ping. 304 installs a week from pypi. Last commit 25 Aug 2026.
Retrieve only the relevant code for a codebase question, within a token budget.
What the code does
We read the source, 3 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
proc = subprocess.run(
return any(os.path.exists(os.path.join(cwd, m)) for m in markers)
mod = __import__(module_name)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
This code can reach further than it looks
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
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.
claude mcp add fittok -- uvx fittok{
"mcpServers": {
"fittok": {
"command": "uvx",
"args": [
"fittok"
]
}
}
}[mcp_servers.fittok]
command = "uvx"
args = ["fittok"]{
"mcpServers": {
"fittok": {
"command": "uvx",
"args": [
"fittok"
]
}
}
}{
"servers": {
"fittok": {
"type": "stdio",
"command": "uvx",
"args": [
"fittok"
]
}
}
}Alternatives to fittok
same job, measured the same wayAsk a codebase a question, get back the source that answers it — every block cited to file:line.
Local, token-budgeted code context with file:line provenance and selection receipts.
Runs coding-agent workers on a codebase question; every claim in the answer carries evidence.
Codebase Q&A for Claude Code through Gemini's 1M-token window, with workspace scans and caching.
Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.
Pre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.
SMS verification for AI agents: buy a number, get the code, cancel with refund. Free sandbox.
Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.
fittok — questions
Answers built from our own checks of this server.