Web Search & Scraping MCP Servers
Search, news retrieval, crawling, scraping, extraction, and public web collection.
Vintage
Published by GitHub account RezaSoleymanifar
Vintage serves free financial data from many public sources through six verbs, with point-in-time vintages, plus signal backtesting and benchmarking.
PageMap
Published by GitHub account Retio-ai
PageMap is a local MCP server that turns web pages into compact, structured page maps so an AI assistant can read and interact with them.
Amenbo
Published by GitHub account Rererr
Japanese-web-native MCP server that fetches pages as token-efficient Markdown, lists site links, and captures tiled screenshots with polite, low-impact…
Ocular Audio Mcp
Published by GitHub account RayAKaan
Local MCP server that lets an assistant transcribe, screenshot, OCR and search YouTube and web videos, returning timestamped evidence.
PredMCP
Published by GitHub account RavioleLabs
Read-only market data server for prediction markets and crypto perps, letting an assistant query Polymarket, Hyperliquid and HIP-4 odds, funding, whales and…
Literature Review Council
Published by GitHub account Ravicha2
Runs a multi-agent literature review pipeline that researches topics, peer-reviews the reports and writes a grounded Markdown knowledge bundle.
Perplexity Comet Mcp
Published by GitHub account RapierCraft
A local MCP server that bridges Claude Code with the Perplexity Comet browser, letting the assistant drive autonomous browsing, research and tab management.
Gfi Scout
Published by GitHub account Rajveerx11
An MCP server that finds beginner-friendly open source GitHub issues and ranks them by a 0-100 likelihood-of-success score.
Seo Stack Mcp
Published by GitHub account Raffaele86
A self-hosted SEO data MCP server that gives an assistant unified access to Search Console, GA4, Bing, Clarity, AdSense, Keyword Planner and PageRank, plus preb
Local Leads Mcp
Published by GitHub account Raffaele86
A local MCP server that finds businesses without websites via OpenStreetMap and verifies each lead before you contact it.
Gemini Mcp
Published by GitHub account RLabs-Inc
A local MCP server that connects Claude to Google Gemini 3 models for queries, image and video generation, research, speech, code execution and document or web-
Agent Reality Layer
Published by GitHub account QuLi-ops
Lets an assistant find and pay for source-backed, timestamped web and business data capabilities via x402.
doiget
Published by GitHub account QAtlasHub
A local stdio MCP server and CLI that turns DOIs and arXiv IDs into local PDFs and metadata using open-access APIs.
Fitter
Published by GitHub account PxyUp
Fitter MCP lets an assistant author and run Fitter scraping configs to turn websites and APIs into structured JSON, with all fetching done locally.
SupaMarketers Data
Published by GitHub account PuppyChris
Remote MCP server giving AI assistants 30+ SupaMarketers marketing data tools covering SEO, SERP, AI visibility, social and app data.
Agent Data Api
Published by GitHub account Ptrgit1
A local MCP server giving assistants 19 pay-per-call data tools covering crypto/DeFi, web, PDF, FX, weather and DNS, settled via x402 on Base.
Rechtspraak (Dutch Case Law)
Published by GitHub account Prudai
Local MCP server for Dutch case law: search rulings, fetch full text by ECLI, and explore the LiDO citation graph.
Shopify App Store Scraper
Published by GitHub account PrometheusAgency
A remote Apify-hosted MCP server that lets an assistant scrape Shopify App Store apps, their full review histories and the app catalog for e-commerce market研究.
Bluesky Scraper
Published by GitHub account PrometheusAgency
Remote Apify-hosted MCP server that lets an assistant scrape Bluesky posts, profiles, followers, threads and keyword search results as clean JSON.
Bluesky Followers Export
Published by GitHub account PrometheusAgency
A remote Apify-hosted MCP server that lets an assistant export full Bluesky follower and following lists with profile stats for audience and lead research.
Bluesky Brand Monitor
Published by GitHub account PrometheusAgency
A remote Apify-hosted MCP server that lets an assistant monitor Bluesky for new brand mentions, keywords and account posts, alerting only on new results.
Lurk
Published by GitHub account ProgenyAlpha
Lurk is a local Reddit reader for LLMs that serves full comment trees in a token-efficient form, installed as the npm package reddit-lurker.
FreshContext
Published by GitHub account PrinceGabriel-lgtm
FreshContext scores candidate context for freshness, confidence and provenance, and adds read-only adapters that pull timestamped data from public sources.
Potarix Enricher
Published by GitHub account Potarix
Potarix Enricher MCP server that lets an assistant resolve company websites and find verified business emails, paid for with prepaid API credits.