Sam

Building tools at the intersection of climate finance, ESG intelligence, and AI. Based in Seoul.

Climate & Carbon Markets ESG Intelligence AI Agents Deep Research OSINT
Deep Research Hub

LibreChat orchestrating 8 tools in parallel — one query, all results in a tabbed artifact panel

Research Hub
Research Hub
self-hosted
LibreChat + Azure GPT-5.2 fires 8 tools simultaneously. Results in a side-panel artifact with tabs, search, and toggles. Code interpreter via Docker sandbox MCP.
SearXNGPerplexicaGPT ResearcherDeep Research OpenDeepSearchCyberScraperSTORMOSINT
LibreChat
LibreChat
local
Chat + Agent + MCP + Artifacts
Health
Health Dashboard
local
Real-time status of all 8 tools
GPT Researcher
GPT Researcher
local
Automated reports, Azure GPT-5.2
SearXNGPrivate metasearch — Brave, Yahoo, Yandex, Naver
PerplexicaAI search with Gemini 2.5 Flash
Deep ResearchIterative depth-first via SearXNG
OpenDeepSearchSmolAgents code agent
CyberScraper 2077AI stealth scraper (Patchright)
Stanford STORMWikipedia-style articles with citations
OSINT BundleMaigret + Holehe + theHarvester + Korean
Agent ZeroAutonomous AI agent framework with web UI
Intelligence Platforms

OSINT investigation and organizational intelligence

SpiderFootAuto-generated OSINT dossiers
OpenCTIKnowledge graph intelligence
OpenAlephInvestigative platform (FollowTheMoney)
PANODesktop graph investigation with AI
Maltego CELink analysis and visual intelligence
ClimateBrain — Climate & Carbon

Climate data platform for carbon markets and policy tracking

ClimateBrain
ClimateBrain
climateintelhub.netlify.app
Climate intelligence — markets, policy, data
ClimateMarketCap
ClimateMarketCap
dlt.climatebrain.xyz
Tokenized climate assets & ReFi tracker
ChatPDD
ChatPDD
pdd.climatebrain.xyz
Carbon methodology selection — 191+ verified
xPathZero
xPathZero
xpathzero.vercel.app
SBTi net-zero tracking with BMAD agents
💬
EarthChatGPT
chat.climatebrain.xyz
AI chat for climate resources
Carbon Registry AnalysisCross-registry carbon credit data analysis
OpenClimateDataCurated list of 50+ open climate data sources and APIs
KoSIF — Workplace Tools

Korea Sustainability Investment Framework — internal productivity and intelligence

TARA
TARA Map
map.kosif.cloud
ESG geo-intelligence map
GPT
KoSIF GPT
gpt.kosif.cloud
AI assistant (Open WebUI)
ESG
ESG Tracker
esg-tracker.vercel.app
323K+ Korean Assembly ESG bills
PPT
KoSIF PPT
ppt.kosif.cloud
AI presentation generator
Research
딥 리서치
research.kosif.cloud
ESG deep research tool
ERP
ERP
erp.kosif.cloud
Nonprofit accounting
ESG TranslatorKorean ESG document translation (LangGraph)
Bloomberg ESGTerminal-style dashboard for ESG metrics
Personnel IntelOSINT-powered ESG expert database — 72+ profiles
n8n WorkflowsInternal automation — n8n.kosif.cloud
CKC 2026 BannerConference graphics — banner.kosif.cloud
Crawling & Scraping

12 tools — AI-powered crawlers, browser automation, content extraction, RSS

AI Crawlers
Crawl4AIAI-optimized async crawler (pip)
FirecrawlLLM-ready web scraping API + MCP
ScrapeGraph AILLM-driven scraping pipelines
CyberScraper 2077AI stealth scraper with UI
ScrapyIndustrial-scale web spider
HTTrackOffline website mirroring
Browser & Extraction
PlaywrightModern browser automation (pip + CLI)
SeleniumBrowser automation for scraping
BeautifulSoup4Classic HTML parser
TrafilaturaWeb article text extraction
Newspaper3kNews article extraction + metadata
FreshRSSSelf-hosted RSS aggregator
OSINT & Social Intelligence

Username, email, domain recon + social media monitoring — unified API on port 8007

OSINT Tools
MaigretUsername search — 2,500+ sites
HoleheEmail registration check — 120+ sites
theHarvesterDomain recon — emails, subdomains, IPs
YesItsMeInstagram OSINT — name + email/phone
InstaloaderInstagram profile & media downloader
ShodanInternet-connected device search
NmapNetwork discovery & security audit
gallery-dlBulk image/media downloader
SNS & Media Monitoring
SNScrapeSocial media scraper (Twitter, Reddit…)
TwintTwitter intelligence (no API key)
JournalistTrackerKorean journalist/media monitoring
Journalist AI5-agent journalism pipeline
Carbon News AutoAutomated carbon market news collection
ExifToolImage/media metadata extraction
yt-dlpVideo downloader (YouTube + 1000+ sites)
Korean OSINTNaver/Daum search via SearXNG
Search APIs & CLI

Search backends for research agents + developer CLI tools

Search APIs (Python)
TavilyAI search API — structured results
ExaNeural search — semantic web search
DuckDuckGoFree web search — no API key
FeedparserRSS/Atom feed parser
Developer CLI
Claude CodeAnthropic AI coding agent (v2.1)
Codex CLIOpenAI coding agent (v0.27)
AiderAI pair programming in terminal
OllamaLocal LLM inference (v0.18)
FabricAI pattern framework by Daniel Miessler
Toolchain
Video & Media
RemotionProgrammatic video in React/TS
FFmpegVideo processing & encoding
WhisperSpeech-to-text (MLX, faster-whisper)
MoviePyPython video compositing
Publication & DTP
ScribusDesktop publishing, .sla layouts
TypstModern typesetting
WeasyPrintHTML/CSS → PDF
LaTeXAcademic papers
PandocUniversal doc converter
Platform CLIs
VercelDeploy, env vars, domains (v50)
NetlifyJAMstack deploy (v22)
RailwayBackend deploy (v2.78)
WranglerCloudflare Workers & Pages
Fly.ioGlobal app deployment
SupabasePostgres + Auth + Storage
FirebaseGoogle app platform
StripePayment testing & webhooks
Cloud & Infra CLIs
AWS CLIAmazon Web Services
Azure CLIMicrosoft Azure (v2.84)
gcloudGoogle Cloud SDK (v550)
OCI CLIOracle Cloud Infrastructure
DockerContainers + Compose
kubectlKubernetes cluster management
HelmKubernetes package manager
NgrokSecure tunnels to localhost
Runtimes
Node.jsv25.6 (npm, pnpm, yarn, bun)
Denov2.6 — secure runtime
Bunv1.2 — fast JS runtime
Python3.11 (pip, uv, poetry, conda)
Gov1.25
Rustv1.92 (cargo)
SwiftXcode + SwiftUI + SPM
GitHub & DevTools
ghGitHub CLI (v2.86) — PR, issues, API
actRun GitHub Actions locally
n8nWorkflow automation
LinearIssue tracking CLI
TesseractOCR engine
OCRmyPDFAdd OCR layer to PDFs
rcloneCloud storage sync (40+ providers)
Sam Seoul · 2026