AI & Machine Learning · Rosette text analytics + Claude
Rosette Text Analytics MCP with Claude: Multilingual Text Insights for Your Business
The short answer
Claude works with Rosette Text Analytics through the Model Context Protocol (MCP), a secure standard that lets Claude use the tool with permissions your organisation controls. Once connected, Claude can ask Rosette to detect the language of text, extract entities, classify sentiment and analyse relationships, then explain the results in plain English.
What is Rosette text analytics?
Rosette Text Analytics is a natural language processing platform. It analyses unstructured and semi-structured text in 364 language, encoding and script combinations. It helps teams pull out names of people, companies and places, judge sentiment, and find meaningful relationships in complex multilingual content. Customer experience, risk, research and localisation teams commonly use it to make sense of large volumes of written material.
How Claude connects to Rosette text analytics through MCP
The Model Context Protocol (MCP) is an open standard that lets Claude securely use other software. Think of it as a universal adapter between Claude and the tool. Through it, Claude can read information from Rosette and request actions, with access limited to what your organisation allows.
Once connected, Claude can send text to Rosette and ask for entities, sentiment, language detection or relationship analysis. Staff can then ask questions in everyday language, such as which customer complaints in Arabic mention a specific product, and receive a clear summary with the underlying results.
Permissions and approvals keep people in charge. Access is granted with least-privilege settings, so Claude only sees the text and functions you choose. Consequential actions, such as sending results into a case system or flagging an account, can require a person to approve them first, and every request is logged for review.
What you can automate
Multilingual customer feedback review
Support and customer experience teams receive feedback in many languages. Claude can pass survey responses and reviews to Rosette, detect the language, classify sentiment and list the main entities mentioned. Managers receive a weekly summary of themes by market, so they can spot issues early in each region.
Entity extraction for compliance screening
Compliance and risk teams often read large volumes of documents that name people, companies and locations. Claude can request entity extraction from Rosette and highlight names that need a closer check. A trained analyst then reviews every flagged item, keeping the final judgement with people.
Social media and brand monitoring
Marketing teams track brand mentions across languages and platforms. Claude can gather posts, ask Rosette for sentiment and entities, and group results by product or campaign. The team gets a short briefing each morning showing what changed overnight and where a response may be needed.
Routing incoming documents
Operations teams handling inbound email and forms can use language detection and classification to decide where each item should go. Claude can read the incoming text, request analysis from Rosette and suggest a queue. Staff confirm routing rules during setup, and misrouted items can be corrected and logged.
Research and insight reports
Research analysts working with foreign-language news, reports or interviews can use Claude to request entity and relationship analysis from Rosette. The output helps build a first draft of a briefing note, which the analyst then checks against the original sources before publishing.
An end-to-end workflow: Multilingual complaint triage for a retail bank
TriggerA new customer complaint arrives by email or web form in any supported language
Claude receives the complaint text and asks Rosette to detect its language
Rosette extracts entities such as product names, branch locations and account references
Rosette classifies sentiment and Claude assigns a priority level based on agreed rules
Claude creates a summary in English and proposes the correct team queue
A team lead approves the routing, and the case is logged in the ticketing system with an audit trail
OutcomeComplaints reach the right specialist team faster, in the customer's language, with a clear English summary. Typical results include shorter first-response times and fewer misrouted cases, though outcomes vary by organisation.
How we set it up
Free automation audit
We review your current text-heavy workflows, such as feedback, documents or inbound messages, and identify where multilingual analysis would save time. You receive a short written summary of the best opportunities at no cost.
Secure connection with API key
We connect Claude to Rosette using your API key, stored in a secure secrets manager. Access is set to least privilege, so only the functions your workflow needs are available.
Workflow design
We map the end-to-end process across Rosette and your other systems, such as Microsoft 365, CRM, ERP or ticketing. We agree which actions run automatically and which need a person's approval.
Testing with real cases
We test the workflow against past examples in each language you use, measure accuracy and adjust prompts and rules. You sign off only when results meet your agreed standard.
Launch, monitoring and training
We launch with audit logs and monitoring in place, then train your team on how to use, check and override the system. Support continues after launch so the workflow keeps improving.
Who benefits
- Customer experience director
- Sees sentiment and themes across every market in one place, in plain English.
- Compliance officer
- Gets faster flags for names and entities in large document sets, with human review kept in place.
- Marketing manager
- Tracks brand mentions in many languages without hiring a team for each one.
- Operations head
- Routes multilingual messages to the right queue with fewer manual steps.
Security and control
- Access is limited to the Rosette functions and text your workflow needs, using least-privilege settings.
- Your API key is stored in a secure secrets manager and is never written into prompts or shared documents.
- People approve consequential actions, so Claude suggests and staff decide.
- Every request and result is recorded in audit logs that your team can review.
- Test results are checked against real cases before launch, and accuracy is monitored over time.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the workflow in the region that meets their data rules, including the EU where needed. Indian organisations must meet the Digital Personal Data Protection Act, 2023, and we can host in India for that purpose. Businesses in the UAE and Saudi Arabia must follow local data protection laws, and we select the hosting region with those requirements in mind. We agree the hosting location during the audit, before any data flows.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Rosette MCP server do?
The Rosette MCP server acts as a secure bridge between Claude and Rosette Text Analytics. It lets Claude send text to Rosette and receive results such as detected language, entities, sentiment and relationships. Claude then explains those results in plain English. The server only exposes the functions you approve, so Claude can work with the text analysis tools without gaining access to anything else.
Is connecting Claude to Rosette secure?
Security depends on how the connection is set up. We use your API key stored in a secure secrets manager, apply least-privilege access and log every request. Sensitive text can be restricted to approved regions. People approve consequential actions, so Claude cannot take high-impact steps on its own. We review the design with your IT and security teams before launch.
What can Claude do with Rosette once connected?
Typically, Claude can ask Rosette to detect language, extract entities such as people and organisations, classify sentiment and analyse relationships between items in a text. You can then ask questions in everyday language and receive summaries. Claude can also pass results to your other systems, but only where your workflow allows and with the approvals you set.
How long does setup take?
Timelines depend on the number of languages, data sources and systems involved. A focused workflow often moves from the free audit to launch within a few weeks, including testing and team training. More complex, multi-system projects take longer. We confirm a realistic timeline in the audit summary, before any work begins.
What account and permissions are needed?
You need an active Rosette account that can issue an API key, along with a named owner who can approve access. In general, the key should be limited to the functions your workflow uses. We help confirm the right access level with your administrator during the audit, so you do not grant more permission than necessary.