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Localize

Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.

Connector by JoblessJoe · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 2
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/joblessjoe-localize

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
2 read · 1 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Tools by what they do 4

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

  • offload
  • research

Write 1 · Create, change, send or run things.

  • configure

Not yet classified 1 · We could not tell from the name and description.

  • delegate

Secrets and settings it asks for

Other settings (environment variables or headers).

  • LLW_BASE_URL
  • LLW_MODEL
  • LLW_SEARCH_URL

Network hosts it talks to 1

  • github.com · found in code

Files it touches

  • Your home directory (~)
  • ~/.localize/runs.jsonl
  • Any path the agent passes to its tools

Tools (4)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • configure

    Set up or change localize (backend URL, models, search, which tools to use automatically via auto_use). No arguments: effective config, where each value comes from, config file paths, detected backend API, reachability and the backend's model list. With {set, scope}: merge keys into the user or project config file (null removes a key). Changes apply on the next call without a restart. Call this first on a new machine.

  • delegate

    Implement a small function, helper or file with the LOCAL model: write the test first, then call this. The local model writes ONE file until YOUR test command passes, in an isolated git worktree. Returns only a PASS/FAIL verdict. Write the test first; the worker never sees test source, only parsed failures. Independent delegates can run in parallel. Read the diff before relying on the result.

  • offload

    Read big output with the LOCAL model instead of reading it yourself: test runs, builds, logs, large files or diffs. It reads files and/or a command's output and answers your question. Only the short answer comes back, so large logs, files or diffs never enter your context. Good for: summarising a huge test log, finding where something is defined across big files, extracting numbers.

  • research

    Web lookup with the LOCAL model, instead of WebSearch/WebFetch: docs, current versions, facts from pages. Answers a question from the live web WITHOUT the pages entering your context. Searches SearXNG (or reads the "urls" you give), downloads the pages in full, has the LOCAL model answer with inline [n] citations, and returns only that answer plus the source list. Use it when the details on the pages matter. Slow by design: expect tens of seconds to minutes.

Signals

Stars
2
Forks
1
Open issues
0
Last commit
Oct 19, 2026 (11 days ago)
Last release
Oct 19, 2026 (11 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.JoblessJoe/localize
Version
0.1.6
Auth
No auth
Packages
npm localize-mcp
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

Localize MCP server. Agent Mart. https://agentmart.dev/connectors/joblessjoe-localize (last updated 2026-10-24)