Which integrations are available for this server?

Identified as a high-trust domain that is prioritized and boosted during the web search and source ranking process. Functions as a secondary fallback search engine for retrieving web search results. Supports posting and updating articles via the platform's REST API. Allows sending messages and managing threads through the Discord Bot API. Used as a parallel search engine to provide raw, non-AI-summarized web results. Enables managing repositories, files, issues, and releases, and is prioritized as a high-trust source for technical queries. Utilized via Gemini Grounded Search and Google CSE to provide high-quality web results and search grounding. Supports automated posting to the platform using its GraphQL API. Allows for the automated submission and posting of content via its REST API. Provides an alternative LLM for generating summaries and citations from retrieved web content. Supports launching products and posting comments using the GraphQL v2 API. Enables automated answering of questions through browser-based interaction. Supports posting, commenting, and deleting content, and is boosted as a high-trust source for search results. Offers a self-hosted search engine option for retrieving web results without external API dependencies. Prioritized as a high-trust domain for source quality ranking in web search results. Allows for automated commenting on videos via the YouTube Data API v3.

Spectrawl

The unified web layer for AI agents. Search, browse, authenticate, and act on platforms — one package, self-hosted.

5,000 free searches/month via Gemini Grounded Search. Full page scraping, stealth browsing, 24 platform adapters.

What It Does

AI agents need to interact with the web — searching, browsing pages, logging into platforms, posting content. Today you wire together Playwright + a search API + cookie managers + platform-specific scripts. Spectrawl is one package that does all of it.

npm install spectrawl

How It Works

Spectrawl searches via Gemini Grounded Search (Google-quality results), scrapes the top pages for full content, and returns everything to your agent. Your agent's LLM reads the actual sources and forms its own answer — no pre-chewed summaries.

Quick Start

npm install spectrawl
export GEMINI_API_KEY=your-free-key  # Get one at aistudio.google.com

const { Spectrawl } = require('spectrawl')
const web = new Spectrawl()

// Deep search — returns sources for your agent/LLM to process
const result = await web.deepSearch('how to build an MCP server in Node.js')
console.log(result.sources)   // [{ title, url, content, score }]

// With AI summary (opt-in — uses extra Gemini call)
const withAnswer = await web.deepSearch('query', { summarize: true })
console.log(withAnswer.answer)  // AI-generated answer with [1] [2] citations

// Fast mode — snippets only, skip scraping
const fast = await web.deepSearch('query', { mode: 'fast' })

// Basic search — raw results
const basic = await web.search('query')

Why no summary by default? Your agent already has an LLM. If we summarize AND your agent summarizes, you're paying two LLMs for one answer. We return rich sources — your agent does the rest.

Spectrawl vs Tavily

Different tools for different needs.

	Tavily	Spectrawl
Speed	~2s	~6-10s
Free tier	1,000/month	5,000/month
Returns	Snippets + AI answer	Full page content + snippets
Self-hosted	No	Yes
Stealth browsing	No	Yes (Camoufox + Playwright)
Platform posting	No	24 adapters
Auth management	No	Cookie store + auto-refresh
Cached repeats	No	<1ms

Tavily is fast and simple — great for agents that need quick answers. Spectrawl returns richer data and does more (browse, auth, post) — but it's slower. Choose based on your use case.

Search

Default cascade: Gemini Grounded → Tavily → Brave

Gemini Grounded Search gives you Google-quality results through the Gemini API. Free tier: 5,000 grounded queries/month.

Engine	Free Tier	Key Required	Default
Gemini Grounded	5,000/month	`GEMINI_API_KEY`	✅ Primary
Tavily	1,000/month	`TAVILY_API_KEY`	✅ 1st fallback
Brave	2,000/month	`BRAVE_API_KEY`	✅ 2nd fallback
DuckDuckGo	Unlimited	None	Available
Bing	Unlimited	None	Available
Serper	2,500 trial	`SERPER_API_KEY`	Available
Google CSE	100/day	`GOOGLE_CSE_KEY`	Available
Jina Reader	Unlimited	None	Available
SearXNG	Unlimited	Self-hosted	Available

Deep Search Pipeline

Query → Gemini Grounded + DDG (parallel)
  → Merge & deduplicate (12-19 results)
  → Source quality ranking (boost GitHub/SO/Reddit, penalize SEO spam)
  → Parallel scraping (Jina → readability → Playwright fallback)
  → Returns sources to your agent (AI summary opt-in with summarize: true)

What you get without any keys

DDG-only search, raw results, no AI answer. Works from home IPs. Datacenter IPs get rate-limited by DDG — recommend at minimum a free Gemini key.

Browse

Stealth browsing with anti-detection. Three tiers (auto-detected):

playwright-extra + stealth plugin — default, works immediately
Camoufox binary — engine-level anti-fingerprint (npx spectrawl install-stealth)
Remote Camoufox — for existing deployments

const page = await web.browse('https://example.com')
console.log(page.content)       // extracted text/markdown
console.log(page.screenshot)    // PNG buffer (if requested)

Auto-fallback: if Jina and readability return too little content (<200 chars), Spectrawl renders the page with Playwright and extracts from the rendered DOM. Tavily can't do this — they fail on JS-heavy pages.

Auth

Persistent cookie storage (SQLite), multi-account management, automatic expiry detection.

// Add account
await web.auth.add('x', { account: '@myhandle', method: 'cookie', cookies })

// Check health
const accounts = await web.auth.getStatus()
// [{ platform: 'x', account: '@myhandle', status: 'valid', expiresAt: '...' }]

Cookie refresh cron fires cookie_expiring and cookie_expired events before accounts go stale.

Act — 24 Platform Adapters

Post to 24+ platforms with one API:

await web.act('github', 'create-issue', { repo: 'user/repo', title: 'Bug report', body: '...' })
await web.act('reddit', 'post', { subreddit: 'node', title: '...', text: '...' })
await web.act('devto', 'post', { title: '...', body: '...', tags: ['ai'] })
await web.act('huggingface', 'create-repo', { name: 'my-model', type: 'model' })

Live tested: GitHub ✅, Reddit ✅, Dev.to ✅, HuggingFace ✅, X (reads) ✅

Platform	Auth Method	Actions
X/Twitter	Cookie + OAuth 1.0a	post
Reddit	Cookie API	post, comment, delete
Dev.to	REST API key	post, update
Hashnode	GraphQL API	post
LinkedIn	Cookie API (Voyager)	post
IndieHackers	Browser automation	post, comment
Medium	REST API	post
GitHub	REST v3	repo, file, issue, release
Discord	Bot API	send, thread
Product Hunt	GraphQL v2	launch, comment
Hacker News	Cookie API	submit, comment
YouTube	Data API v3	comment
Quora	Browser automation	answer
HuggingFace	Hub API	repo, model card, upload
BetaList	REST API	submit
14 Directories	Generic adapter	submit

Built-in rate limiting, content dedup (MD5, 24h window), and dead letter queue for retries.

Source Quality Ranking

Spectrawl ranks results by domain trust — something Tavily doesn't do:

Boosted: GitHub, StackOverflow, HN, Reddit, MDN, arxiv, Wikipedia
Penalized: SEO farms, thin content sites, tag/category pages
Customizable: bring your own domain weights

const web = new Spectrawl({
  sourceRanker: {
    boost: ['github.com', 'news.ycombinator.com'],
    block: ['spamsite.com']
  }
})

HTTP Server

npx spectrawl serve --port 3900

POST /search   { "query": "...", "summarize": true }
POST /browse   { "url": "...", "screenshot": true }
POST /act      { "platform": "github", "action": "create-issue", ... }
GET  /status   — auth account health
GET  /health   — server health

MCP Server

Works with any MCP-compatible agent (Claude, Cursor, OpenClaw, LangChain):

npx spectrawl mcp

5 tools: web_search, web_browse, web_act, web_auth, web_status.

CLI

npx spectrawl init              # create spectrawl.json
npx spectrawl search "query"    # search from terminal
npx spectrawl status            # check auth health
npx spectrawl serve             # start HTTP server
npx spectrawl mcp               # start MCP server
npx spectrawl install-stealth   # download Camoufox browser

Configuration

spectrawl.json:

{
  "search": {
    "cascade": ["gemini-grounded", "tavily", "brave"],
    "scrapeTop": 5
  },
  "cache": {
    "searchTtl": 3600,
    "scrapeTtl": 86400
  },
  "rateLimit": {
    "x": { "postsPerHour": 3 },
    "reddit": { "postsPerHour": 5 }
  }
}

Environment Variables

GEMINI_API_KEY      Free — primary search + summarization (aistudio.google.com)
BRAVE_API_KEY       Brave Search (2,000 free/month)
SERPER_API_KEY      Serper.dev (2,500 trial queries)
GITHUB_TOKEN        For GitHub adapter
DEVTO_API_KEY       For Dev.to adapter
HF_TOKEN            For HuggingFace adapter
OPENAI_API_KEY      Alternative LLM for summarization
ANTHROPIC_API_KEY   Alternative LLM for summarization

License

MIT

Part of xanOS

Spectrawl is the web layer for xanOS — the autonomous content engine. Use it standalone or as part of the full stack.

spectrawl