Search & Research MCP Servers

Search & Research category — 544 MCP servers, ranked by GitHub stars.

G

grounding-ai

Search & Research

Local searchable index of PDFs, EPUBs and Word documents for grounded answers with page and section citations.

MCP Server
H

Hlido Agent Reviews

Search & Research

Independent AI-agent reviews: trust checks, evidence scorecards, incident registry, recommendations.

MCP Server Reachable
H

honest-stat-gov-mcp

Search & Research

Polish Central Statistical Office (GUS) Local Data Bank (BDL): browse subjects, search variables and territorial units (voivodeship,…

MCP Server
R

RealRun

Search & Research

Independent AI model test scores on 5 tasks: inbox, scheduling, receipts, finance, support replies.

MCP Server
C

Cluefinch MCP

Search & Research

Local-first web research for AI agents with SearXNG search and SSRF-safe page retrieval.

MCP Server
L

Leadgen MCP

Search & Research

Romanian business-registry lookup, director search, contact extraction, and WHOIS/DNS audit.

MCP Server
U

uap-pulse

Search & Research

Search and map the Pentagon UAP/UFO releases plus curated official archives from 12 nations.

MCP Server
A

AgentMD

Search & Research

Convert PDF, DOCX, HTML, and URLs to clean, LLM-ready markdown with tables preserved

MCP Server
B

boltpatternhq-mcp

Search & Research

Official MCP Server for BoltPatternHQ providing AI assistants with instant automotive wheel fitment, PCD, center bore, and offset…

MCP Server
H

HirePulse Commerce Research

Search & Research

11 commerce tools: product data, store discovery, merchant evidence. 10 free calls a day, then USDC.

MCP Server Reachable
C

crawdar-mcp

Search & Research
Official

Evidence-backed business discovery and lead-list research: search by brief or criteria, inspect qualification evidence and exclusions, and…

MCP Server
V

VR.org VR / AR / XR Reader

Search & Research

Read-only VR / AR / XR news, full-text editorial, events, deals, and buyer guides from VR.org.

MCP Server
S

scrapecheck-mcp

Search & Research

Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.

MCP Server Reachable
G

githunt-mcp

Search & Research

Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.

MCP Server Requires auth
C

crawl-readiness-mcp

Search & Research

Check what AI crawlers may read and what a page permits, generate llms.txt and schema.

MCP Server
G

GetABrain

Search & Research

Real human judgment as agent tools — ask a question, get a structured human answer back.

MCP Server
C

Cite Caddy

Search & Research

Remote MCP server for full read/write access to a Zotero library

MCP Server Requires auth
P

Page2AI — Web to Markdown

Search & Research

Convert a web page URL to clean Markdown for LLM context. Local, no external API calls.

MCP Server
A

apify-scrapers

Search & Research

40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries.

MCP Server
A

André — Analyse électorale française

Search & Research

Résultats des élections françaises 1999-2026 par bureau de vote, socio-démo INSEE et cartes.

MCP Server
D

domain-search-king-mcp

Search & Research

Domain search MCP: .com names verified available live via Verisign RDAP - not AI guess lists

MCP Server Reachable
B

briefing-mcp

Search & Research

Hourly ranked news (AI, markets, sports, world): JSON, e-ink pages, Morning Paper PDF; 25 free/day

MCP Server
L

Litescrape

Search & Research
Official

Google, Bing, DuckDuckGo and Google Maps search results, free without an API key.

MCP Server Reachable
F

free-proxy-mcp

Search & Research
Official

MCP server exposing Litport's verified free HTTP, SOCKS4 and SOCKS5 proxy snapshot.

MCP Server
M

mcp-ai-tooling-detector

Search & Research

Detect whether a company declares, deploys, or charges for AI, with evidence.

MCP Server
M

mcp-company-change-event-feed

Search & Research

Detect company changes across hiring, tech stack, funding, and firmographics. Returns only deltas.

MCP Server
M

mcp-company-contact-details-extractor

Search & Research

Find a company contact page and extract role emails, a phone number and a postal address.

MCP Server
M

mcp-company-discovery-list-builder

Search & Research

Build a company list from live hiring data or from US SEC filings mentioning a phrase.

MCP Server
M

mcp-company-social-presence-mapper

Search & Research

Map a company domain to its social media URLs and follower counts via Apify.

MCP Server
M

mcp-creator-finder

Search & Research

Find influencers by keyword or niche across seven creator platforms, with follower counts.

MCP Server
M

mcp-event-presence-index

Search & Research

Find the conferences and trade shows a company publicly says it attends, from its domain.

MCP Server
M

mcp-funding-press-signal-scanner

Search & Research

Scan news for funding rounds, exec moves, product launches, and acquisitions at any company.

MCP Server
M

mcp-github-organization-signal-scanner

Search & Research

Resolve a company domain to its GitHub organization with repo, language and activity signals.

MCP Server
M

mcp-job-change-tracker

Search & Research

Track contact job changes: current employer, start month, role history, and left or landed status.

MCP Server
M

mcp-review-platform-reputation-enricher

Search & Research

Resolve a company domain to its Trustpilot rating, review count and claimed status.

MCP Server
M

mcp-team-page-people-extractor

Search & Research

Extract the people a company publishes on its own team, leadership or about page.

MCP Server
J

JsonLink

Search & Research

Web access for AI agents: URL to Markdown, link metadata, screenshots, links and images of any URL.

MCP Server
R

Research Methods Library

Search & Research

Research methods for AI assistants: study design guidance, R and Python code, and citations

MCP Server
A

abliteration-mcp

Search & Research
Official

18 read-only tools over the abliteration.org catalog: every abliterated and uncensored LLM on Hugging Face, their method classification,…

MCP Server
F

FragDenStaat

Search & Research

Freedom-of-information requests for Germany via FragDenStaat.de, the froide FOI portal.

MCP Server
P

parserbee-mcp

Search & Research
Official

Extract structured data from invoices, receipts and other documents with ParserBee.

MCP Server
O

opensolr-mcp

Search & Research

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

MCP Server
Q

quanticdata-mcp-server

Search & Research
Official

Live web access for agents: scrape, SERP search, crawl/map, 100+ collectors, datasets, proxies.

MCP Server Requires auth
Q

quantumproxies-mcp

Search & Research
Official

Residential-proxy web access: scrape pages to Markdown, SERP search, site mapping and crawling, ready-made collectors, and proxy endpoints…

MCP Server
A

amenbo

Search & Research

Japanese-web-native MCP server for low-impact, token-efficient web collection

MCP Server
A

AutomationNation Data Tools

Search & Research

Agent tools: Google web search, Flights, Hotels, Shopping, News, Jobs, Trends, Maps leads, YouTube

MCP Server Requires auth
G

Grounder

Search & Research

Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.

MCP Server
S

SERPdive Web Search

Search & Research
Official

AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.

MCP Server
M

mcp-animenewsnetwork

Search & Research

Search the Anime News Network encyclopedia and read its news wire. No API key.

MCP Server
M

mcp-ashby

Search & Research

Search public Ashby job boards: resolve a company, read its openings and the pay it publishes.

MCP Server
M

mcp-bbc-goodfood

Search & Research

Search BBC Good Food recipes, read one, and scale its ingredients. No API key.

MCP Server
M

mcp-databnf

Search & Research

Search the BnF open catalogue: authors, works, editions and links to what is digitised.

MCP Server
M

mcp-libraryofcongress

Search & Research

Search inside scanned US newspapers and browse the Library of Congress catalogue. No API key.

MCP Server
M

mcp-pequerecetas

Search & Research

Read Spanish family recipes from Pequerecetas and rescale them honestly. No API key.

MCP Server
M

mcp-ptitchef

Search & Research

Search Ptitchef recipes, read one, and rescale it to any servings. No API key.

MCP Server
M

mcp-recipes

Search & Research

Search six recipe sites at once, in French, English and Spanish, and scale quantities.

MCP Server
M

mcp-supertoinette

Search & Research

Read Supertoinette recipes and rescale their quantities honestly. No API key.

MCP Server
M

mcp-wikibooks-cookbook

Search & Research

Search the Wikibooks Cookbook, read a recipe and rescale it to any number of servings.

MCP Server
С

срезAI — MCP-сервер и поисковый API для ИИ-агентов

Search & Research
Official

срезAI: веб-поиск, страницы, субтитры и WebMCP — 14 инструментов. Web tools for AI agents

MCP Server
T

Techmap Job Postings

Search & Research
Official

Search and count job postings from 185 sources in 250 countries (~8M new per month).

MCP Server