Fittok MCP Server

Retrieve only the relevant source code for a question - instead of the model reading whole files - so an LLM answers codebase questions on a small, focused slice of context. Less input = fewer tokens, lower cost, faster answers. It runs locally over stdio via the published package.

People connecting coding agent tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-08-24 · ★ 2 · #80 OF 194 MAINTAINED CODING AGENT · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Fittok

before you install - you'll need

Set ANTHROPIC_API_KEY, OPENAI_API_KEY before connecting. FITTOK_MAX_BUDGET is optional or environment-specific per the README.

Claude Code

claude mcp add likhithreddy-fittok -- uvx fittok

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "likhithreddy-fittok": {
      "command": "uvx",
      "args": [
        "fittok"
      ]
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions

license MIT - declared in the repository

pypi package fittok - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.likhithreddy is GitHub-verified and matches the repo owner

03 · What Fittok can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.11.0 · 2026-07-26

Merge branch 'chore/remove-llmlingua' - remove LLMLingua (0.11.0) · remove LLMLingua and the standalone compress_context tool (0.11.0)

v0.10.1 · 2026-07-26

document Copilot content.json truncation limitation + FITTOK_MAX_BUDGET workaround (0.10.1)

v0.10.0 · 2026-07-26

remove default capping - return all relevant code in full (0.10.0)

04 · Who maintains Fittok

fittok is maintained by likhithreddy. It's the only MCP server we track from this author; the repo dates to Jun 2026.

05 · Facts

repository: github.com/likhithreddy/fittok
category: coding agent - ranked #80 of 194 actively-maintained coding agent servers as of 2026-08-25.
release cadence: 10+ releases in the last 90 days (latest 2026-07-26)
registry: io.github.likhithreddy/fittok (active, first published 2026-07-06 · 27 versions)
packages: pypi:fittok

06 · Fittok FAQ

What is Fittok?

Is Fittok still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-24 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

How do I install Fittok?

Run `uvx fittok`. The README documents 3 environment variables (FITTOK_MAX_BUDGET, ANTHROPIC_API_KEY, OPENAI_API_KEY) to set first. Set ANTHROPIC_API_KEY, OPENAI_API_KEY before connecting. FITTOK_MAX_BUDGET is optional or environment-specific per the README. You can also paste the ready-made client config above.

Does Fittok run locally?

Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to Fittok

Alternatives to Fittok

Maintained coding agent servers if Fittok isn't the fit.

Pairs well with

Servers that cover what Fittok doesn't - only shown when the pairing reason fits the companion.

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