Search & Research MCP Servers
Search & Research category — 386 MCP servers, ranked by GitHub stars.
HasData Web Scraping
Fetch any public web page through managed proxies, with optional JS rendering and extraction rules.
VelociRAG
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
OpenResearch MCP
Zero-auth research MCP: web, academic, finance, news, weather, macro, social, SEC. No keys.
driflyte-mcp-server
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
legiscan-mcp
Access legislative data from all 50 US states and Congress — search bills, get full text, track votes, and look up legislators via the…
SeekLink
Local read-only semantic search for Markdown vaults through MCP.
SearXNG HTTP MCP
Self-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first.
Scholar Feed
Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
perplexity-search
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
Exomem
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Decompose
Decompose text into classified semantic units. Authority, risk, attention. No LLM.
HasData Google Scholar
Google Scholar search results, citation counts and citation export formats, as structured JSON.
MinerU
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.
Nalegalu MCP
Semantic search over Polish law and case law, citing the exact in-force article.
touch-browser
Evidence-grounded web research for AI agents. Verifies page-local claims with citations, confidence bands, policy reports, and multi-page…
limps
MCP planning server for AI agents — plan management, full-text search, and task lifecycle
VulnCheck
VulnCheck exploit intelligence — CVE research, exploit data, advisories, and threat analysis.
HasData Bing
Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.
heventure-search-mcp
Free MCP web search server with 5 engines (DuckDuckGo, Bing, Google SerpAPI, Tavily). No API key required. Auto rate limiting, 300s cache,…
mcp-claude-hackernews
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
Scholar Sidekick
Catch AI-fabricated citations (real DOI + fake title). Retraction, open-access, 10,000+ CSL styles.
mcp_pearch
Best people search engine that reduces the time spent on talent discovery
searchcraft-mcp-server
Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for…
shopsavvy-mcp-server
Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata,…
Citation Intelligence
Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
boikot
Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
paperboy
Send research papers from Claude to a Kindle or Kobo, with Zotero as the source of truth. Searches arXiv and OpenAlex, recommends related…
gsc-mcp
MCP server for Google Search Console & Indexing API — search analytics, sitemaps, URL inspection
Scavio
Structured web data from 31 platforms: Google, YouTube, Amazon, Walmart, Reddit, TikTok, LinkedIn
Agenda Intelligence MD
Evidence-readiness MCP server: validate, audit, and score briefs, memos, and evidence packs.
Clojars-MCP-Server
Clojars MCP Server for upto date dependency information of Clojure libraries
HasData
All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.
Agent Web Search
Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
keenable-mcp
Live web search and clean-markdown page fetch over the Keenable web index.
Google AI Search MCP
Google AI search and documentation tools for MCP clients using Vertex AI or the Gemini API.
agent-toolbox
Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email…
youtube-summarize
MCP server that fetches YouTube video transcripts and optionally summarizes them
codearia-sieve
Web pages into decision-ready state: dates, numbers with units, budgeted chunks. No model, no key.
Zotero Native MCP
Read and write your local Zotero 10 library. No plugin, no zotero.org API key, no cloud.
HasData Google Trends
Google Trends interest over time, by region, and related queries and topics, as JSON.
anybrowse
Converts any URL to clean, LLM-ready Markdown using real Chrome browsers
Argus Retrieval
Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.
NyxDocs
Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).
customgpt-mcp
An MCP server for accessing all of CustomGPT.ai's anti-hallucination RAG-as-a-service API endpoints.
OCDS German Procurement Search
Search and match German public procurement tenders (OCDS) from your local LLM.
web-search-plus-mcp
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). Available via `uvx web-search-plus-mcp`.
scraperapi-mcp
MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.
Talonic
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
patents-mcp
Patent search and prior art discovery via Google Patents on BigQuery
PH Civic Data
PH civic data as MCP tools: the full PSA OpenSTAT catalog, hazards, procurement. 41 tools.
mcp
Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.
zoom-search
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
context-cli
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD schema, and content density with 0-100 AEO scoring.
web-analyzer-mcp
Extracts clean web content for RAG and provides Q&A about web pages.
rss-feeds-mcp
RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required.
marketplace-search-mcp
22 tools: search 15+ marketplaces, verify licenses, childcare costs, FCC, GSA auctions
rippr
Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.
Data Aggregator
Find & fetch research datasets across 17 archives, omics registries, and literature sources.
Scholar RAG MCP
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
agentinterviews_mcp
Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). Create…