fittok runs on your own machine — the client starts it, so there is no endpoint to ping. 443 installs a week from pypi. Last commit 25 Aug 2026.
Retrieve only the relevant code for a codebase question, within a token budget.
We read the source, 1 h ago · rules 3dff92dd89df
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.
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.
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": {
"args": [
"fittok"
],
"command": "uvx"
}
}
}
[mcp_servers.fittok]
command = "uvx"
args = ["fittok"]
{
"mcpServers": {
"fittok": {
"args": [
"fittok"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"fittok": {
"args": [
"fittok"
],
"command": "uvx"
}
}
}
Ask a codebase questions and get cited code back, from a tree-sitter graph of the repo.
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.
The merge gate for AI-written code, with signed, replayable attestation.
Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.
Cost Guard for Claude Code: per-tool ROI, subagent attribution, anomaly/forecast/budget guards.
Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only second opinions
Enterprise certification for codebases with multi-agent security, reliability, and quality audits
Answers built from our own checks of this server.