Description

Tailo Lens helps students get more from their academic research in ChatGPT. As you explore topics and sources, Tailo Lens breaks down complex content into clear, structured, scored claim analysis — highlighting different academic perspectives, surfacing well-cited papers that support or relate to your study, and making full-text academic content accessible. It also analyses your own prompts for bias, helping you frame research questions more objectively and supporting academic integrity throughout your education. Built by Estendio (founded 2014), a team on a mission to make a societal impact — transforming the way 1.3 billion disabled people work, learn and live, with a world where inclusivity is the standard, not the exception. Designed with neurodiverse learners in mind, Tailo Lens gives every student the option to open the full-text academic papers and sources surfaced during their research in Tailo's consistent, clean, distraction-free reading view. WHAT TAILO LENS DOES Highlights different perspectives — scores claims against multiple academic and web sources surfaced in the course of your research, presenting contrasting viewpoints with clear credibility ratings to support academic integrity and critical thinking. Well-cited research papers — surfaces peer-reviewed papers with citation counts and impact ratings so students can assess academic weight at a glance, with full-text PDFs openable directly in Tailo's accessible reading view. Source enrichment — extracts citations from a ChatGPT response and enriches them with academic metadata including citation count, impact label, and publication type, with an \"Open in Tailo\" button to continue reading in Tailo's accessibility-first reading environment. Prompt bias check — analyses your research prompts for leading language, false premises, or confirmation bias, and suggests a more neutral framing to support balanced academic enquiry. HOW TO USE TAILO LENS IN ChatGPT 1. Connect Tailo Lens to ChatGPT. 2. Type @Tailo Lens followed by what you'd like to explore. EXAMPLE PROMPTS Analyse claims and highlight different perspectives: @Tailo Lens Analyse the claims and sources in this response @Tailo Lens Check this claim: The global population reached 8 billion in 2022 Find well-cited academic papers: @Tailo Lens Provide recommended reading on Quantum Superposition @Tailo Lens Suggest related papers Open sources and papers in Tailo's accessible reading view: @Tailo Lens Extract the sources in the last response @Tailo Lens Open the sources in this chat in Tailo @Tailo Lens Open \"Discovery and quantification of plastic particle pollution in human blood\" in Tailo Check your prompt for bias: @Tailo Lens Check my prompt for bias A NOTE ON HOW THIS WORKS Tailo Lens presents contextual information from academic databases and web sources to support your own critical thinking — giving you a broader, well-structured picture as you study and research, helping you engage more confidently and with greater academic integrity.

Website Preview

Screenshot of Tailo Lens website

App Screenshots

Capabilities

No special capabilities listed

AI Agent Discovery

Tailo Lens is indexed by Tedix as a structured education listing for AI assistants, search crawlers, and users comparing agent-ready apps.

  • Tailo Lens is categorized as Education.
  • Developer: Estendio Ltd.
  • Connector type: AI-Powered App.
  • Current connector status: Not Responding.
  • Observed distribution channels: chatgpt.
  • Available regions: US, FR, GB, ES, KR, IN.

Use this page to understand whether Tailo Lens is relevant for education workflows in AI assistants.

For MCP discovery, this listing helps crawlers connect Tailo Lens to tool, resource, prompt, and server-health signals instead of treating it as a generic directory entry.

The canonical Tedix directory URL is https://tedix.dev/apps/tailo-lens/.

Crawlable Profile

Source and availability

Tedix identifies Tailo Lens from Upstream Mcp tool source; Store sources: ChatGPT app store; Distribution: Ecosystem Directory. Availability is reported for US, FR, GB, ES, KR, IN.

Auth, tools, and actions

Authentication: Open Access. No special capability flags are currently listed. Current MCP inventory reports 0 tools, 0 resources, and 0 prompts.

Verification freshness

  • Catalog synced 10h ago (June 6, 2026)
  • Connector checked 3d ago (June 3, 2026)
  • MCP scanned 3d ago (June 3, 2026)
  • Website enriched May 28, 2026
  • Directory updated 10h ago (June 6, 2026)

Alternatives and related apps

Comparable apps in Education include A-Z Bible, ABC Word Search, API Lessons, Academic Writing Toolkit.

Publisher Intelligence

Insights and recommendations for app publishers. See how your app performs and how to improve discoverability.

Server Status

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Not Responding
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Not Responding
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Not Responding

Server is not responding. Tool discovery is paused until health checks recover.

https://lens.tailoapp.com/mcp

Last checked: 3d ago

Technical Details
Connection Latency 723ms
30-Day Uptime 0.0%
Error

HTTP 404: Not Found - Not Found

Discoverability Score

42

Low

42 of 100 — how easily AI agents find your app

  • Description quality
    20/20
  • Example prompts
    0/20
  • Keyword coverage
    0/15
  • Tool metadata
    0/20
  • Visual assets
    13/20
  • Endpoint health
    2/10
  • Data freshness
    15/15

How to Improve

Add at least 2 example prompts. Prompt examples strongly improve app matching and click-through intent.

Increase keyword coverage (discovery + trigger) to improve retrieval for long-tail queries.

MCP tools are not currently discovered. Fix endpoint/auth handshake to restore tool-level discoverability.

Endpoint health is failing. Resolve transport/protocol errors to recover visibility and tool extraction.

Add at least 2 screenshots that show real workflows to increase confidence and conversion.

Read the full discoverability guide →

Technical Details

Status
ENABLED
Type
AI-Powered App
Auth
Open Access
Listed on
ChatGPT
Added
May 19, 2026
Last synced
10h ago
Last checked
3d ago
Distribution
Ecosystem Directory

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