Use Cases

Search Project Knowledge With Sub-300µs In-memory Bm25 Retrieval

1 project

Search Property Listings With Natural-language Queries

1 project

Search Public And Private Library Documentation

1 project

Search Pubmed And Europe Pmc Literature From An AI Agent

1 project

Search Pubmed, Geo And ~80 Scientific Databases Via Bundled Mcp Servers

1 project

Search Pubmed, Pubtator3 And Europe Pmc Literature From An AI Agent

1 project

Search Reddit Threads And Comments

1 project

Search Repository Documents And Pdfs With Semantic Retrieval

1 project

Search Saved Claude/codex Memories Alongside Conversations

1 project

Search Sessions And Transcripts Globally

1 project

Search Splunk And Elk Logs

1 project

Search Stations By Chinese Name, Pinyin, Or Station Code

1 project

Search Stock News And Announcements

1 project

Search Stocks By Name Or Code

1 project

Search Stored Conversation Knowledge

1 project

Search Taiwan Court Judgments

1 project

Search Teams Chats And Channel Messages

1 project

Search Technical Documentation By Section From A Coding Agent

1 project

Search The Web

1 project

Search The Web And Extract Structured Results

1 project

Search The Web And Read Web Pages

1 project

Search The Web And X/twitter From An AI Agent

1 project

Search The Web From An Mcp Client

1 project

Search The Web Privately Using A Self-hosted Engine

1 project

Search The Web With Browser Tools

1 project

Search Tool Calls And Task Events

1 project

Search Transcripts And Jump To Matching Messages

1 project

Search Tweets With Server-side Filters (language, Minlikes, Replies)

1 project

Search Victoriametrics Documentation

1 project

Search Without An Api Key Using Anonymous Access

1 project

Search Wwdc Session Transcripts

1 project

Search Xiaohongshu Notes By Keyword Via Mcp Tools

1 project

Search Xiaohongshu Posts And Comments

1 project

Search Youtube For Videos And Channels

1 project

Search, Archive, And Manage Agent Sessions

1 project

Search, Read, Create And Delete Files And Folders Over Dsm Apis

1 project

Search, Upload, Download, And Organize Drive Files

1 project

Searching DB Schemas, Api Specs And Infra Configs

1 project

Searching Hacker News, Reddit, Github, Arxiv, X, Youtube, Wikipedia, Imdb, Wecha

1 project

Sec Filing And Pdf Document Analysis

1 project

Secret Redaction At Ingest

1 project

Sector And Industry-chain Tracking

1 project

Secure AI Applications

1 project

Secure Agent-to-agent Communication Over A2a

1 project

Secure Agents With Cryptographic Receipts

1 project

Secure And Audit Mcp Server Access In Enterprise Environments

1 project

Secure Credential Handling Via Envfile And Passwordcommand

1 project

Secure Erasure And Memory Maintenance Workflows

1 project

Secure Http Access To Mcp Servers With Bearer-token Authentication

1 project

Securely Inject Api Keys And Oauth Tokens Into Tool Calls

1 project

Security Auditing

1 project

Security Auditing And Prompt-injection Defense

1 project

Security Benchmark Evaluation (xbow/cybench)

1 project

Security Code And Dependency Review With Re-scanned Fixes

1 project

Security Headers And Modern Web Best-practice Review

1 project

Security Operations Chatops

1 project

Security Research On System Prompt Extraction And Prompt Injection

1 project

Security Review Of Agent Runtimes

1 project

Security Review Of Code Changes

1 project

Security Scanning With Sast, Secrets, And Dependency Audit

1 project

See Remaining Claude Code And Codex Quota At A Glance

1 project

See What A Coding Agent Actually Did On A Task

1 project

See When Subagents Run In Parallel Or Context Is Being Compacted

1 project

See Which Session Is Stuck In A Loop And What Files It Touched

1 project

Select A Harness For A Model And Task

1 project

Select Among Prepared Tool Calls

1 project

Select Embedding Models And Vector Databases

1 project

Select Only Query-relevant Code Context Before Sending To An Llm

1 project

Select Relevant Tools For Each Agent Turn

1 project

Select Tools Based On Current State

1 project

Select Trusted UI Libraries Instead Of Hand-rolling Components

1 project

Select Video Templates And Background Music

1 project

Select Which Agent Responds When Multiple Devices Share A Room

1 project

Select Which Transcript Turns To Keep During Compaction

1 project

Selecting Open-source Pre-training Datasets

1 project

Selecting Which Tests A Diff Exercises

1 project

Selector-free Dom Interaction

1 project

Self-contained Soft-masking Notebook Example Without Gpus

1 project

Self-evaluate Rendered Output At Every Cut Boundary Before Preview

1 project

Self-heal Broken Agent Hook Paths Across Machines And Oses

1 project

Self-healing Automation When Site UI Changes

1 project

Self-healing Selectors After Site Markup Changes

1 project

Self-healing Text-to-sql With Structured Sql Plans

1 project

Self-host A Baas With Docker Compose

1 project

Self-host A Centralized Llm Proxy For A Team Or Org

1 project

Self-host A Chatgpt-style Multi-model Chat UI

1 project

Self-host A Dashboard Combining Ai, Search, Analytics, And Traffic Evidence

1 project

Self-host A Desktop Or Pwa AI Gateway Locally

1 project

Self-host A Docker Daemon For Remote Agent Sessions

1 project

Self-host A Financial Data Backend Over Mcp With Docker

1 project

Self-host A Free Jira/trello/clickup Alternative

1 project

Self-host A Headless Agent On A Vps Reachable From A Phone Over Tailscale

1 project

Self-host A Headless Notion Connector Over Stdio Or Http

1 project

Self-host A Langgraph Agent Backend On Your Own Infrastructure

1 project

Self-host A Lightweight Data Catalog As A Single Binary

1 project

Self-host A Multi-model Chat UI In One Click

1 project

Self-host A Multi-tenant Agent Runtime On Lxc Or Kubernetes

1 project

Self-host A Pay-as-you-go Semrush/ahrefs Alternative

1 project

Self-host A Persistent Always-on Engineering Agent Backend

1 project

Self-host A Privacy-first, Local-only Resume Editor

1 project