Brainiall NLP for LangChain
com.brainiall/nlp
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
client:LangChain
transport:streamable-http
tools:22
Install Brainiall NLP in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"nlp": {
"transport": "streamable_http",
"url": "https://api.brainiall.com/mcp/nlp/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs
What LangChain can do once it is connected
- analyze_toxicity
- analyze_sentiment
- extract_entities
- detect_pii
- detect_language
- check_nlp_service
- translate_text
- summarize_text
- answer_question
- knowledge_ingest
- knowledge_query
- knowledge_list_documents
- fraud_score
- fraud_feedback
- extract_key_phrases
- aspect_sentiment
- classify_text_custom
- link_entities_to_wikidata
- detect_conversational_pii
- detect_prompt_injection
- check_groundedness
- detect_protected_material