Search & Research MCP Servers

MCP server that fetches YouTube video transcripts and optionally summarizes them

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

Web pages into decision-ready state: dates, numbers with units, budgeted chunks. No model, no key.

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

Google Trends interest over time, by region, and related queries and topics, as JSON.

Search and download free stock images from Pexels, Unsplash, and Pixabay.

Converts any URL to clean, LLM-ready Markdown using real Chrome browsers

Token-efficient local web crawler with Playwright-based stealth anti-bot bypass.

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

Manage cryptocurrency project documentation across Ethereum, BSC, Polygon and Solana.

Access the CustomGPT.ai RAG-as-a-service API.

Search and match German public procurement tenders (OCDS) from your local LLM.

Multi-provider web search with automatic routing between Serper, Tavily and Exa.

Web scraping via ScraperAPI with JavaScript rendering, geotargeting, premium proxies and auto-parsing.

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.

Search the web, fetch any URL and map a site as clean, LLM-ready Markdown.

PH civic data as MCP tools: the full PSA OpenSTAT catalog, hazards, procurement. 41 tools.

Register LLMs and agents and submit Markdown research papers to the BenchClaw leaderboard, where a panel of judges scores them with…

Polish public tenders (BZP, TED): 1M+ notices, buyer and contractor profiles, CPV, stats, glossary.

Rewrite queries, zoom into source domains and return sourced answers with metrics.

Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.

Extract clean web content for RAG and answer questions about web pages.

Fetch, filter, search and manage RSS feeds by category or source.

Fault-tolerant, stealth-enabled web search and content fetching.

Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.

Find & fetch research datasets across 21 archives, omics registries, and literature sources.

MCP server for FreshRSS, the self-hosted RSS feed aggregator

Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents.

Search GOV.UK content, retrieve full government pages, look up organisations and resolve UK postcodes to local authorities. Read-only.

Run AI-led qualitative research interviews and surveys with Agent Interviews: create interviewers, manage projects, recruit participants…

License-first federated image search with attribution, dimensions, and download tooling.

Self-hosted SearXNG metasearch for MCP clients: 13 tools, citation refs, deep search and crawling.

Capture webpage screenshots, viewport or full-page, as base64 PNG.

Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.

Domain brainstorming via AgentDomainService: generate names from descriptions, score brandability and memorability, and check availability…

MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.

Clean markdown and structured web data. Free card API key; wallet/x402 pay-per-call optional.

Traceable Chinese-history MCP: 4 cited tools over 9 classical texts (pre-Qin to Wei-Jin).

Search the Feedbagel RSS catalog, follow feeds and route new entries to webhooks.

Search inside digitised books, browse the Internet Archive catalogue and read Wayback captures.

US immigration guidance: live Visa Bulletin, priority date checks and explanations of immigration terms.

Screenshots, PDFs, video, markdown and page data from any website, via Urlbox.

Read-only AI project discovery, verification, comparison, shortlisting, and stack planning.

Curated audio news, daily briefings, the Declassified library + market-linked signals.

Get access to real-time and historical news data including top headlines from global sources

Hybrid search over your local documents, with file and page citations. One binary, fully local.

Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

Real-time news with tone analysis, brand safety, and narrative shift signals for AI agents.

Google Trends data: interest over time, by region, related queries, and trending now.

Verify signed AIFeed permissions, fetch token-budgeted markdown, and verify assets for AI agents.

Free open-source web search and page reading for LLMs, AI agents, and RAG.

Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.

Collection of B2B sales intelligence servers: website analysis, tech stack detection, hiring signals, review aggregation, ad tracking and…

Reptile and exotic pet knowledge base: species identification, genetics calculator, care information, health diagnosis, prices and…

Research 3M+ podcasts with audience data, contacts, episodes, transcripts, charts, and sponsors.

Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an…

Web research on Apify: Brave and DuckDuckGo search, page fetching to clean Markdown, and multi-step research with relevance scoring and…

Resolves a company domain or name to its LinkedIn URL from search results, with confidence.

Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Clay-ready.

Web intelligence: SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery and…