The Tanod ML MCP server,
connected in one click.
Local ML: speech to text (SRT/VTT), text embeddings, reranking, similarity, entities, zero-shot. Connect the official Tanod ML MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Tanod ML to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http tanod-ml https://tanod.dev/mcp/mlRun in your terminal, then restart Claude Code.
Tanod ML · https://tanod.dev/mcp/ml
What your AI can do with Tanod ML
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “embed_texts”: mlpeek: Create text embeddings. Returns 384-dimension embeddings of 1-64 texts with bge-small-en-v1.5 (English) or multilingual-e5-small (ab.”
“Use “rerank_documents”: mlpeek: Rerank up to 100 documents against a query. Returns 1-100 documents scored against a query by the ms-marco-MiniLM-L6-v2 cross-encode.”
“Use “text_similarity”: mlpeek: Score the semantic similarity of one or up to 50 text pairs. Returns the cosine similarity of the embeddings of each text pair (bge-.”
“Use “extract_entities”: mlpeek: Extract named entities: people, organisations, places, dates, money, ... Returns named entities in English text with spaCy en_core_w.”
How secure is the Tanod ML MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Tanod ML holds up.
Official endpoint
Operated by Tanod ML (tanod.dev) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Tanod ML adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Tanod ML
Choose Tanod ML in the gate directory. No sign-in needed.
Use it anywhere
Tanod ML's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Tanod ML exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
embed_texts — mlpeek: Create text embeddings. Returns 384-dimension embeddings of 1-64 texts with bge-small-en-v1.5 (English) or multilingual-e5-small (ab
rerank_documents — mlpeek: Rerank up to 100 documents against a query. Returns 1-100 documents scored against a query by the ms-marco-MiniLM-L6-v2 cross-encode
text_similarity — mlpeek: Score the semantic similarity of one or up to 50 text pairs. Returns the cosine similarity of the embeddings of each text pair (bge-
extract_entities — mlpeek: Extract named entities: people, organisations, places, dates, money, ... Returns named entities in English text with spaCy en_core_w
classify_zero_shot — mlpeek: Classify a text into 1-10 of your labels. Returns scores of 1-10 caller-supplied labels for an English text with the nli-deberta-v3-
text_sentiment — utilpeek: Analyze the sentiment of an English text. Returns VADER sentiment of an English text: compound (-1 to 1), positive / neutral / neg
text_keywords — utilpeek: Extract the keywords and keyphrases of a text. Returns the top keyphrases of a text by RAKE (phrases between stop words and punctu
text_summarize — utilpeek: Summarize a text by picking its key sentences. Returns an extractive summary: the most central `sentences` (or `ratio` of them) by
+ 6 more tools once connected
Who runs the Tanod ML MCP server?
The Tanod ML MCP server at a glance
https://tanod.dev/mcp/mlQuestions, answered
Is there an official Tanod ML MCP server?
Yes — Tanod ML operates its own remote MCP server at tanod.dev. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Tanod ML to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Tanod ML in the directory. No account or sign-in is needed. From then on, Tanod ML's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Tanod ML runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Tanod ML MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Tanod ML in minutes. No credit card required.
Connect more than just Tanod ML
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Tanod ML in: Claude · Claude Code · ChatGPT · Cursor · VS Code