The Brainiall NLP MCP server,
connected in one click.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit. Connect the official Brainiall NLP 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
What your AI can do with Brainiall NLP
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “analyze_toxicity”: Analyze text for toxic content. Returns scores for 6 categories: toxic, severe_toxic, obscene, threat, insult, identity_hate. Each score is.”
“Use “analyze_sentiment”: Analyze text sentiment. Returns positive/negative classification with confidence scores. Brainiall Sentiment engine-based with sub-10ms lat.”
“Use “extract_entities”: Extract named entities (NER) from text. Identifies persons, organizations, locations, and miscellaneous entities with span offsets and conf.”
“Use “detect_pii”: Detect personally identifiable information (PII) in text. Finds emails, phone numbers, SSNs, credit cards, IP addresses, and person names.”
How secure is the Brainiall NLP MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Brainiall NLP holds up.
Official endpoint
Operated by Brainiall NLP (brainiall.com) 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 Brainiall NLP 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 Brainiall NLP
Choose Brainiall NLP in the gate directory. No sign-in needed.
Use it anywhere
Brainiall NLP'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 Brainiall NLP exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
analyze_toxicity — Analyze text for toxic content. Returns scores for 6 categories: toxic, severe_toxic, obscene, threat, insult, identity_hate. Each score is
analyze_sentiment — Analyze text sentiment. Returns positive/negative classification with confidence scores. Brainiall Sentiment engine-based with sub-10ms lat
extract_entities — Extract named entities (NER) from text. Identifies persons, organizations, locations, and miscellaneous entities with span offsets and conf
detect_pii — Detect personally identifiable information (PII) in text. Finds emails, phone numbers, SSNs, credit cards, IP addresses, and person names.
detect_language — Detect the language of text. Supports 176 languages using fastText. Sub-1ms inference latency. Returns ISO 639-1 codes with confidence scor
check_nlp_service — Check health status of NLP API services and loaded models. Returns: dict with keys: - status (str): 'healthy' or error state
translate_text — Translate text between 100+ languages. Args: text: The text to translate. target_lang: Target language code. source_lang: Sourc
summarize_text — Summarize text — extractive (verbatim key sentences in original order) or abstractive (concise rewrite). Args: text: The text to summar
+ 14 more tools once connected
The Brainiall NLP MCP server at a glance
https://api.brainiall.com/mcp/nlp/mcpQuestions, answered
Is there an official Brainiall NLP MCP server?
Yes — Brainiall NLP operates its own remote MCP server at api.brainiall.com. 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 Brainiall NLP to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Brainiall NLP in the directory. No account or sign-in is needed. From then on, Brainiall NLP's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Brainiall NLP runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Brainiall NLP 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 Brainiall NLP in minutes. No credit card required.
Connect more than just Brainiall NLP
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Brainiall NLP in: Claude · Claude Code · ChatGPT · Cursor · VS Code