Local Delegate MCP Server

Delega tareas mecánicas texto→texto a un LLM local para conservar la cuota de tu suscripción de Claude. Un servidor MCP (stdio o daemon HTTP compartido) que es cliente genérico de cualquier endpoint OpenAI-compatible - llama-swap, Ollama, LM Studio, vLLM. Its README documents 11 tools, including local_summarize, local_classify, local_extract.

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

VERIFIED ACTIVE

LAST COMMIT 2026-08-24 · ★ 5 · #23 OF 139 MAINTAINED PRODUCTIVITY · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Local Delegate

Claude Code

claude mcp add zahirinatzuke-local-delegate -- uvx local-delegate-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "zahirinatzuke-local-delegate": {
      "command": "uvx",
      "args": [
        "local-delegate-mcp"
      ]
    }
  }
}

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

repo age created 2026-07-07 - young repo, little track record yet

license MIT - declared in the repository

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

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

03 · What Local Delegate can do

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

What you can build

An agent gets 11 documented tools, including local_summarize, local_classify, local_extract, local_boilerplate, local_delegate.

The 11 tools it gives your agent

Extracted from the project's README - what local-delegate lets an agent do.

local_summarize: - Resume texto o archivo
local_classify: - Devuelve UNA etiqueta de una lista
local_extract: - Extrae campos → objeto validado, no una cadena que haya que parsear
local_boilerplate: - Genera código desde una spec
local_delegate: - Escape genérico texto→texto
local_lint_summary: - Resume logs de lint/tests/CI
local_commit_msg: - Mensaje de commit desde un diff
local_translate: - Traduce texto o archivo
local_explain_code: - Explica código en prosa
local_describe_image: - Describe una imagen o responde una pregunta sobre ella (imagen→texto)
local_status: - Diagnóstico de solo lectura: backend, catálogo, log, VRAM, RAM de sistema

Latest releases

v0.26.0 · 2026-08-18

Added · doctor ve cuando una entrada MCP no puede autenticarse contra el daemon. Check nuevo · service.daemon_auth: si el puerto del daemon exige token, comprueba que las entradas en modo · HTTP de los tres clientes…

v0.25.0 · 2026-08-18

Added · El panel dice quién delegó. Cada línea del log de uso lleva ahora el nombre del cliente MCP · que pidió la llamada, y /api/stats trae el desglose por cliente. El KPI de ahorro es · acumulativo y no distinguía…

v0.24.0 · 2026-08-04

Fixed · local_commit_msg deja de redactar el mensaje sobre el principio del diff. Era la única tool · de reducción que seguía truncando la entrada: por encima de 20 000 caracteres, el resto se · descartaba con un aviso…

04 · Who maintains Local Delegate

local-delegate is maintained by zahirinatzuke. We track 2 MCP servers from zahirinatzuke - 2 actively maintained, 5 combined GitHub stars, oldest repo from May 2026.

05 · Facts

repository: github.com/zahirinatzuke/local-delegate
category: productivity - ranked #23 of 139 actively-maintained productivity servers as of 2026-08-25.
release cadence: 10+ releases in the last 90 days (latest 2026-08-18)
registry: io.github.ZahiriNatZuke/local-delegate (active, first published 2026-07-08 · 27 versions)
packages: pypi:local-delegate-mcp

06 · Local Delegate FAQ

Is Local Delegate 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.

What can Local Delegate do?

An agent gets 11 documented tools, including local_summarize, local_classify, local_extract, local_boilerplate, local_delegate.

How do I install Local Delegate?

Run `uvx local-delegate-mcp`. You can also paste the ready-made client config above.

Does Local Delegate 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 Local Delegate

Alternatives to Local Delegate

Maintained productivity servers if Local Delegate isn't the fit.

Pairs well with

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

More productivity MCP servers · Jira Cloud · Chamber · FastMCP server for surgical queries against a vault knowledge graph (NetworkX no · Windows Management · Joplin MCP Server

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