TOOL4LM — Multi-Tool MCP Server for Local LMs
All-in-one tools to supercharge your local or remote LLMs.\ Search smarter. Calculate faster. Summarize better.
TOOL4LM là một MCP (Model Context Protocol) server written in Node.js/TypeScript help supplement tools for locally running language models (LM Studio/Ollama/...): web search, Read & summarize the page, Find & read internal documents, Academic research, và computerNo default API key is required.
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✨ Feature
- 🔎 Web SearchFind multiple sources (SearXNG + DuckDuckGo HTML), deduplicate, return title + URL + snippet.
- 🌐 Web Fetch/ReadLoad pages with size/time limits (anti-SSRF) and extract "readable" text for summarization.
- 📂 Doc Search/ReadFind & read documents in the sandbox folder (txt/md/html/pdf). PDF is used.
pdf-parse(lazy-load). - 📚 Scholar Search/GetAcademic search (arXiv + Crossref + Wikipedia) and retrieve metadata by DOI/arXivId.
- The emoji "🧮" represents a calculator CalculatorEvaluate the expression with
mathjssupportprecision(round).
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Tool & parameters (main name ⇄ underlined alias)
| Tool | When to use | Parameters (shape) |
|---|---|---|
calc.eval ⇄ (This symbol represents a bidirectional arrow, often used in various contexts such as indicating two-way communication, movement, or relationships.) calc_eval Local computation { expr: string, precision?: number } | ||
web.search ⇄ (This symbol is often used to represent a back-and-forth motion or a reciprocal relationship in various contexts, but it does not have a direct translation in English as it is more of a conceptual or visual symbol.) web_search Multi-engine web search { q: string, max?: number, lang?: string, site?: string, engines?: string[], k?: number, limit?: number } | ||
web.fetch ⇄ web_fetch | Download 1 URL (HTML/binary) | { url: string, timeout?: number, max_bytes?: number, headers?: Record } |
web.read ⇄ web_read "Readable" text excerpt { url: string, html?: string } | ||
doc.find ⇄ doc_find | Search in sandbox folder | { q: string, top?: number, limit?: number } |
doc.read ⇄ doc_read Read a file in the sandbox { path: string } | ||
index.build ⇄ index_build Build document index { root?: string } | ||
sch.search ⇄ sch_search | Find article/paper/DOI | { q: string, top?: number, limit?: number } |
sch.get ⇄ (This symbol is a bidirectional arrow, often used to indicate a reversible or two-way relationship.) sch_get | Retrieve metadata paper | { doi?: string, arxivId?: string, url?: string } |
wiki.search ⇄ wiki_search | Find Wikipedia Title | { q: string, lang?: string } |
wiki.get ⇄ wiki_get | Take Wikipedia summary | { title: string, lang?: string } |
Turned on openWorldHint So if the model accidentally adds an extra field, the host will still accept it; but it is recommended to use the correct parameters as specified in the table for stability.______________________________________________________________________
🔧 Install & run
npm install
npm run build
npm startWhen run successfully, it will print:\ [TOOL4LM] started. Sandbox:
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⚙️ MCP Configuration (LM Studio)
Add to mcp.json of LM Studio:
{
"mcpServers": {
"TOOL4LM": {
"command": "node",
"args": ["--enable-source-maps", "C:/path/to/tool4lm/dist/server.js"],
"type": "mcp",
"env": {
"SANDBOX_DIR": "C:/path/to/your_docs",
"SEARXNG_ENDPOINTS": "https://searx.be/search,https://searx.tiekoetter.com/search",
"ENGINE_ORDER": "searxng,duckduckgo",
"LANG_DEFAULT": "vi",
"REGION_DEFAULT": "vn",
"MAX_FETCH_BYTES": "1048576",
"FETCH_TIMEOUT_MS": "8000"
}
}
}
}On Windows, it is recommended to use/in JSON to avoid escaping\.
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📝 Example of usage flow
Web search with citations → web.search → web.fetch → web.read → summary + attach URL.\ Internal document → doc.find → doc.read summary + excerpt (with notes included path)\ Academic → sch.search → sch.get theo DOI/arXivId.\ Calculation → calc.eval with ^/pow(a,b) (or has been normalized **)
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Environmental change
SANDBOX_DIR— document folder (default:./sandbox)SEARXNG_ENDPOINTS— list of endpoints/searchof SearXNG, separated by commas.ENGINE_ORDER— for examplesearxng,duckduckgoLANG_DEFAULT,REGION_DEFAULT— language/region suggestions when searching for a website.MAX_FETCH_BYTES— page load capacity limit.FETCH_TIMEOUT_MS— page load timeout (ms).
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🤝 Contribution
Issues/PRs are very welcome! If you find any bugs/suggestions, please open an issue for me.
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📜 License
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☕ Support
If you find the project useful, you can support me via PayPal:
or click the button below:
