Catalogue
Submit a toolHarnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.
20 tools
ToolPuppeteer
InterfaceQA
puppeteer
JavaScript library that drives Chrome or Firefox over the DevTools Protocol or WebDriver BiDi, headless by default
browser-automationheadless-chromewebdriver-bidiscrape
ToolFirecrawl
Research
firecrawl
Web data API that searches, scrapes, and crawls sites into clean markdown or structured JSON for agents
scrapemarkdownweb-crawlerstructured-data
GPT Researcher
Research
assafelovic
Deep-research agent that plans questions, crawls 20+ sources in parallel, and compiles cited reports
scraperagdeep-researchsearch
ToolCrawl4AI
Research
unclecode
Reliable, large-scale web extraction, now built to be drastically more cost-effective. than any of the existing solutions.
scraperagplaywrightdocker
ToolScrapeGraphAI
MemoryResearch
ScrapeGraphAI
ScrapeGraphAI is known for pointing an LLM at a web page and getting structured JSON back. Convenient, until you scrape
scrapestructured-outputlangchain
ToolApify MCP Server
ResearchConnectors
apify
MCP server exposing Apify Store Actors as dynamically discovered tools for agents.
mcp-serverscrapeapify
ToolObscura
Research
h4ckf0r0day
The headless browser for AI agents and web scraping
browser-automationanti-detectscrapeplaywright
ToolNotte
InterfaceCoding
nottelabs
Framework for building web-automation agents that mix scripting with LLM-driven browser actions
playwrightbrowser-automationscrapestructured-output
ToolHermes web-search-plus
Research
robbyczgw-cla
Hermes search plugin routing across 15 search and 9 extraction providers with automatic fallback
searchmulti-providertavilyfirecrawl
ToolBrowser Search
InterfaceResearch
Johell1NS
Agent skill orchestrating SearXNG, Camofox, and CloakBrowser for self-hosted web search and anti-bot browsing
searxngcamoufoxanti-botlocal-first
ToolPullMD
Data WranglingResearch
AeternaLabsHQ
Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Cl
html-to-markdownocryoutube-transcriptdocument-conversion
ToolWigolo
Research
KnockOutEZ
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
searchscrapelocal-firstpii
ToolMoli
Interface
lexmount
Best browser for AI agents, built in Rust.
browser-automationscrapecloud-browserplaywright
ToolFirecrawl MCP Server
ResearchConnectors
firecrawl
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
scrapesearchmarkdownmcp-server
ToolAgentKey
Research
chainbase-labs
Connect your AI agent to the world — Web search, Social media, Crypto & On-chain data. One plugin, zero extra config.
financesocial-mediaon-chain-datascrapecli
ToolTavily
Research
tavily-ai
Web access API for agents — search, extract, crawl, map and research endpoints with official Python/JS SDKs. (Catalogue already carries the separate tavily-mcp server.)
searchscrapesdk
ToolStealth Browser MCP
Interface
vibheksoni
Undetectable browser automation for MCP agents, using real Chrome instances to bypass anti-bot systems and intercept network traffic
anti-bot-bypassbrowser-automationstealthscrape
ToolTavily MCP
Research
tavily-ai
MCP server exposing Tavily search, extract, map, and crawl tools, run locally or via a hosted remote endpoint
scrapesearchremote-mcpmcp-server
ToolAgentQL
InterfaceResearch
tinyfish-io
AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with e
playwrightquery-languagescrapebrowser-automation
ToolParallel Web Systems
Research
Web search and extraction API built for AI agents, returning cross-referenced results with provenance, priced per query
searchapiscrapeprovenance