Use Cases

Read And Edit Apex Classes And Triggers

1 project

Read And Edit Docs And Sheets

1 project

Read And Edit Local Files

1 project

Read And Edit Project Files

1 project

Read And Edit Unity Scenes, Assets And Objects Semantically

1 project

Read And Inspect Files In Package And Repository Sources

1 project

Read And Manage Bitwarden Vault Items Through An AI Assistant

1 project

Read And Modify Notebook Cells

1 project

Read And Search Chat History And Message Context

1 project

Read And Search Email

1 project

Read And Search Github Repos And Issues

1 project

Read And Search Logseq Pages

1 project

Read And Search Monday.com Board Items

1 project

Read And Search Project Files

1 project

Read And Search Worksheet Data

1 project

Read And Send Gmail From An AI Assistant

1 project

Read And Send Linkedin Messages And Manage Inbox

1 project

Read And Steer Agents Through A Live Terminal

1 project

Read And Summarize Annual Reports (有価証券報告書) Risk Factors

1 project

Read And Summarize Group Chats Via Userbot

1 project

Read And Update Existing Notes From An AI Assistant

1 project

Read And Write Bsl Module Code Via An AI Agent

1 project

Read And Write Device Points With Authorization And Audit Trails

1 project

Read And Write Unraid Notifications

1 project

Read Answers Aloud With Text-to-speech

1 project

Read Browser Console Messages And Network Requests

1 project

Read Bundled Opik Agent Skills Via Read_skill

1 project

Read Captured Network Requests

1 project

Read Channel Messages And Thread Replies

1 project

Read Chat And Channel History

1 project

Read Chat Text From A Visible Conversation

1 project

Read Checklist State And Note Metadata From The Notes Database

1 project

Read Commit-pinned Source Links And Described Decision Points For Each Listed Pr

1 project

Read Content From Urls Through Mcp Tools

1 project

Read Device Logs And Inspect Files For Debugging

1 project

Read Drive Content Via Gdrive:/// Resource Interface

1 project

Read Email From An Mcp Client

1 project

Read Figma Node Trees, Styles, And Variables As Design Tokens

1 project

Read Financial Statements And Key Valuation Metrics

1 project

Read Hiring Signals From Careers Pages And Job Posts

1 project

Read Home Feed And Search Posts By Keyword

1 project

Read Lanhu Axure Requirement Docs From Cursor/claude Code

1 project

Read Latest Market News For A Ticker

1 project

Read Logged-in Web Pages And Summarize Their Content

1 project

Read Logs And Monitor Deployed Environments From The Ide

1 project

Read Medications And Genetic Variants Alongside Lab Indicators

1 project

Read Named Group Chats By Chat ID

1 project

Read Network Requests And Responses

1 project

Read Opik Traces, Spans And Threads From An AI Chat Client

1 project

Read Page Content As An Accessibility Tree Plus Visible Text For Agent Context

1 project

Read Paper Metadata, Abstracts, Annotations, And Notes

1 project

Read Papers In Bilingual Side-by-side Or Top-bottom Layout

1 project

Read Pdf Metadata, Full Text, And Page Images

1 project

Read Pdfs With Citation-ready Page And Geometry References

1 project

Read Pdfs/papers And Ask Questions Inline With Page Citations

1 project

Read Schema, Logs And Runtime State So Agents Can Debug

1 project

Read Sensor Data And Monitor Robot State In Real Time

1 project

Read Style Rules And Custom Instructions

1 project

Read Surrounding Chunks With Read_chunk_neighbors For More Context

1 project

Read Unified Objects And Links Across Incompatible Legacy Systems

1 project

Read Urls And Pdfs As Text/markdown For Agents

1 project

Read Web Pages As Compact Text Without A Browser

1 project

Read Wecom Local Database Snapshots Read-only

1 project

Read, Create And Edit Pdf And Docx Documents

1 project

Read-only Cluster Exploration For Safe Auditing

1 project

Read-only Fanbox Creator And Post Inspection With Fanboxsessid

1 project

Read-only Firewall Visibility Via Mcp_read_only Mode

1 project

Read-only Guardrails For Production Databases

1 project

Read-only Host Inspection Via Sandboxed Tools

1 project

Read-only Production Diagnostics

1 project

Read-only Reviewer Subagent Inspects Workspace Before Returning Allow/deny Verdi

1 project

Read-only Rtr Triage Workflow Execution

1 project

Read-only Wasm Mcp Tools For Safe Agent Inspection Of Drafts

1 project

Read/update Agent Task Trackers Collaboratively

1 project

Read/write Google Sheets Ranges And Formatting

1 project

Read/write Lark Documents, Markdown Files And Whiteboards Programmatically

1 project

Read/write Pdf Encryption (aes, Rc4)

1 project

Reading Active App Screen And Notifications Via Accessibility Service

1 project

Reading And Analyzing Earnings Reports From Primary Filings

1 project

Reading And Editing Files In A Repo

1 project

Reading And Searching A Codebase In An Agent Loop

1 project

Reading Only Relevant Pages To Cut Context Tokens

1 project

Reading Side-by-side Annotated Paper Implementations

1 project

Reading, Writing, Editing And Searching Project Files

1 project

Real-time A-share/hk/us Stock Monitoring

1 project

Real-time Agent Visualization With Streamlit

1 project

Real-time Audio Transcription And Voice Calls

1 project

Real-time Cascade Revocation Of Agent Credential Chains

1 project

Real-time Global News And Osint Monitoring

1 project

Real-time Meeting Transcription

1 project

Real-time Meeting Transcription From Mic And System Audio

1 project

Real-time Multimodal AI Search

1 project

Real-time Price And Order Status Monitoring Over Websocket

1 project

Real-time Speech Transcription With Whisper

1 project

Real-time Streaming Speech Synthesis

1 project

Real-time Trading Dashboard Via Sse

1 project

Real-time Tts And Media Processing Pipelines

1 project

Real-time Voice Changer With ~90-170ms End-to-end Latency

1 project

Real-time Webcam Video Editing

1 project

Real-time Word-by-word Asr Highlighting

1 project