Which classification taxonomies can Lyro use?

Classify Text ships with built-in classifiers including textrazor_iab for IAB QAG segments, textrazor_iab_content_taxonomy_3.0 from 2022, and textrazor_mediatopics_2023Q1 for IPTC Media Topics, plus other versions of those taxonomies. Lyro can also target a custom classifier you built through Manage Custom Classifiers.

Why does entity extraction return so many results?

The API returns entities generously by default. Each one carries a relevanceScore and a confidenceScore, so Lyro filters on both thresholds and keeps only the entities that are actually significant to the text instead of every possible match.

How does Lyro know when we are close to our TextRazor limit?

Get Account Information returns the account object with the current subscription plan, concurrent request limits, and daily usage. Lyro can read it before a batch, which matters because concurrency is capped at the plan level rather than per request.

Does Lyro have to call each extractor separately?

No. Analyze Content With TextRazor combines multiple extractors in a single API call, so classification and entity extraction can come back from one request rather than several. That keeps the call count down against a concurrency-limited plan.

Textrazor MCP integration

Classifies incoming text into taxonomy categories, extracts named entities with confidence scores, and maintains the classifiers behind both.

Connect Textrazor See all integrations

6actions available

Three actions you can hand over today

Every action runs live through MCP. Nothing to build, nothing to maintain.

Analyze content with textrazor
Lyro runs a full content analysis covering entities, intent, and meaning in a single call. Your team gets complete context on customer inquiries without running separate extraction tools.
Extract named entities from text
Lyro pulls out names, locations, organizations, and other key entities from customer messages automatically. Your team instantly spots the important details buried in customer text.
Classify text
Lyro sorts customer inquiries into predefined categories in real-time for smart routing. Your team routes tickets to the right department without manual triage.

See all 6 actions

How businesses use Textrazor + Lyro

Each card is one request a support team gets, and the Textrazor actions Lyro runs to close it.

Route a message by what it is actually about
Lyro classifies the text against a built-in taxonomy such as IAB Content Taxonomy 3.0 or IPTC Media Topics and reads back the categories with their confidence scores, so routing follows the subject rather than a keyword.
Classify TextAnalyze Content With TextRazorGet Account Information
Pull the names out of a block of text
Lyro extracts the people, places, and companies mentioned, each with a type, confidence score, and relevance score, and applies thresholds to both so only the meaningful entities reach the answer.
Extract Named Entities From TextAnalyze Content With TextRazorClassify Text
Teach TextRazor your own categories and terms
Lyro creates and updates custom classification categories and maintains entity dictionaries of domain terms, so later analysis recognises product names and internal language the built-in taxonomies miss.
Manage Custom ClassifiersDictionary ManagerExtract Named Entities From Text
Check plan headroom before a large batch
Lyro reads the account's subscription plan, concurrent request limit, and daily usage, so a long classification run is measured against the remaining allowance before it starts.
Get Account InformationClassify TextManage Custom Classifiers

How it works

Get started in 3 steps

Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Lyro reads the Textrazor actions it has and picks the ones a request needs.

01
Connect Textrazor
Authorize the Textrazor account your team already uses — one consent screen, no API keys, no mapping tables. Lyro can only do what you granted that account, and you can disconnect it at any time.
02
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Lyro maps it to the Textrazor actions that close it and chains as many as the request needs.
03
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free

Textrazor · Lyro

Everything else about Textrazor

Setup, permissions, and the limits of what Lyro can do inside Textrazor.

Classify Text ships with built-in classifiers including textrazor_iab for IAB QAG segments, textrazor_iab_content_taxonomy_3.0 from 2022, and textrazor_mediatopics_2023Q1 for IPTC Media Topics, plus other versions of those taxonomies. Lyro can also target a custom classifier you built through Manage Custom Classifiers.

Every action available in Textrazor

All 6 actions your agent can call on Textrazor, straight from the live MCP connection.

Get account information
This tool retrieves comprehensive information about a TextRazor account, providing essential details about the account's status, usage, and limits.
Classify text
This tool will classify text into predefined categories using TextRazor's classification capabilities.
Manage custom classifiers
This tool manages custom classifiers in TextRazor, allowing users to create, update, and manage custom classification categories.
Dictionary manager
Manage custom entity dictionaries in TextRazor for enhanced named entity recognition.
Extract named entities from text
Extract named entities (people, places, companies, etc.) from text using TextRazor's entity extraction API.
Analyze content with textrazor
A comprehensive content analysis tool that combines multiple TextRazor extractors to perform a complete analysis of the input text.