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YOUR MISSION

Gather sources for a brief

Collect original sources and record dates before summarizing.

Editorial starting points

Check current publisher documentation, plans and permissions before connecting. A suggested stack is not a tested integration.

Search & Data ExtractionMCP servers
mrslbt · MCP servers

rippr

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via npx rippr-mcp.

Community listing
Search & Data ExtractionMCP servers
0xdaef0f · MCP servers

job-searchoor

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

Community listing
Search & Data ExtractionMCP servers
hanselhansel · MCP servers

aeo-cli

Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.

Community listing
Search & Data ExtractionMCP servers
Aas-ee · MCP servers

open-webSearch

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Community listing

Explore the community collection

11 source-reported listings in Search & Data Extraction. Independently unverified.

Search & Data ExtractionMCP servers
mrslbt · MCP servers

rippr

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via npx rippr-mcp.

Community listing
Search & Data ExtractionMCP servers
0xdaef0f · MCP servers

job-searchoor

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

Community listing
Search & Data ExtractionMCP servers
hanselhansel · MCP servers

aeo-cli

Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.

Community listing
Search & Data ExtractionMCP servers
Aas-ee · MCP servers

open-webSearch

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

Community listing
Search & Data ExtractionMCP servers
AceDataCloud · MCP servers

MCPSerp

Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API.

Community listing
Search & Data ExtractionMCP servers
AIMLPM · MCP servers

markcrawl

Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG pipelines.

Community listing
Search & Data ExtractionMCP servers
ac3xx · MCP servers

mcp-servers-kagi

Kagi search API integration

Community listing
Search & Data ExtractionMCP servers
adawalli · MCP servers

nexus

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

Community listing
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