Search & Research MCP Servers

Search & Research category — 546 MCP servers, ranked by GitHub stars.

O

o3-search-mcp

Search & Research

MCP server for OpenAI o3 web search

★ 285 MCP Server
G

g-search-mcp

Search & Research

Google search with parallel queries for multiple keywords.

★ 272 MCP Server
N

Nimrod

Search & Research

Web search with quality scores; web pages are read on your computer by the local server.

★ 261 MCP Server Requires auth
A

argo

Search & Research

Multi-engine search and deep research for AI agents across 300+ sources, 18 languages, and MCP / CLI.

★ 255 MCP Server
M

mcp-sap-docs

Search & Research

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

★ 252 MCP Server
S

scholar-search-mcp

Search & Research

An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and…

★ 244 MCP Server
H

hellokaton/unsplash-mcp-server

Search & Research

Unsplash image search.

★ 239 MCP Server
T

TinySearch

Search & Research

Fast discovery search and self-hosted web research for MCP agents.

★ 236 MCP Server
M

MinerU Open MCP

Search & Research
Official

Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.

★ 229 MCP Server
I

ITASCA MCP Server

Search & Research

MCP server for ITASCA PFC, FLAC3D, 3DEC, MPoint and MassFlow: search docs, run simulations, plot.

★ 228 MCP Server
R

rlabs-inc/gemini-mcp

Search & Research

Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

★ 223 MCP Server
M

mcp-server-deep-research

Search & Research

Autonomous deep research with structured query elaboration and concise reporting.

★ 215 MCP Server
C

ClawMem

Search & Research

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

★ 212 MCP Server
C

Claude-Patent-Creator

Search & Research

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents,…

★ 211 MCP Server
M

mcp-opennutrition

Search & Research

Local search of foods, nutrition facts and barcodes in the OpenNutrition database.

★ 209 MCP Server
M

mcp-simple-arxiv

Search & Research

Search and read papers from arXiv.

★ 202 MCP Server
M

meilisearch-mcp

Search & Research
Official

Interact & query with Meilisearch (Full-text & semantic search API)

★ 198 MCP Server
D

dataseo-mcp

Search & Research

A free SEO research tool using Model Context Protocol (MCP) powered by Ahrefs data. Get backlink analysis, keyword research, traffic…

★ 193 MCP Server
P

paper-search-mcp-nodejs

Search & Research

A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources,…

★ 191 MCP Server
S

searxNcrawl

Search & Research

Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.

★ 189 MCP Server
G

gemini-search-mcp

Search & Research

Free MCP server for web search powered by Google AI Mode (Gemini). Unlimited, no API key.

★ 188 MCP Server
C

content-core

Search & Research

Extract content from web pages, PDFs, Word documents, YouTube transcripts, audio and video with automatic engine selection and structured…

★ 184 MCP Server
S

SerpApi

Search & Research

Official SerpApi MCP server for Google, Bing, and other search engines.

★ 184 MCP Server Reachable
A

agentql-mcp

Search & Research
Official

Data extraction with AgentQL.

★ 183 MCP Server
P

paper-preflight

Search & Research

Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

★ 178 MCP Server
F

Free Search

Search & Research

No-API-key web search, page fetching and document reading across many engines. Local-first.

★ 177 MCP Server
S

Search1API

Search & Research
Official

Multi-engine web and platform search, news, Google Maps places, page reading, sitemaps, and trends.

★ 174 MCP Server Requires auth
M

mcp-simple-pubmed

Search & Research

Search and read medical and life sciences papers from PubMed.

★ 171 MCP Server
J

jztan/pdf-mcp

Search & Research

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

★ 171 MCP Server
S

scrapeless-mcp-server

Search & Research
Official

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

★ 170 MCP Server Requires auth
C

cyanheads/pubmed-mcp-server

Search & Research

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

★ 167 MCP Server Reachable
S

semantic-scholar-fastmcp-mcp-server

Search & Research

A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information,…

★ 166 MCP Server
M

mcp-read-website-fast

Search & Research

Convert websites to clean Markdown with links preserved, using Mozilla Readability, caching, robots.txt-aware crawling and concurrent…

★ 163 MCP Server
S

servo-fetch

Search & Research

Chromium-free web content extraction in a single binary: fetch, render, crawl and screenshot pages with the Servo browser engine.

★ 163 MCP Server
O

Outline MCP Server

Search & Research

Connect AI assistants to Outline for document search, reading, and management

★ 159 MCP Server
E

Enzyme

Search & Research

Semantic search and pattern discovery for Obsidian and markdown vaults.

★ 157 MCP Server
M

mcp.science

Search & Research

Open Source MCP Servers for Scientific Research

★ 157 MCP Server
M

mcpsurfr

Search & Research

Local web search with multi-engine deep research and on-device re-ranking. No API keys.

★ 151 MCP Server
A

arxiv-latex-mcp

Search & Research

Get the LaTeX source of arXiv papers to handle mathematical content and equations.

★ 151 MCP Server
P

pubmearch

Search & Research

A PubMed MCP server.

★ 150 MCP Server
O

one-search-mcp

Search & Research

Web search, URL discovery, scraping & extraction with agent-browser and search providers

★ 148 MCP Server
R

ReActMCP

Search & Research

ReActMCP is a reactive MCP client that empowers AI assistants to instantly respond with real-time, Markdown-formatted web search insights…

★ 144 MCP Server
R

RivalSearchMCP

Search & Research

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity…

★ 139 MCP Server
S

SoSearch

Search & Research

🔎 One query. Three search engines. Self-hosted web search for AI agents via HTTP API or MCP. Aggregates DuckDuckGo, Brave & Yahoo. Built…

★ 135 MCP Server
O

obsidian-mcp-connector

Search & Research

Your Obsidian vault, exposed to Claude, Codex, Cursor and any MCP client. Runs inside Obsidian, on-device semantic search, no cloud…

★ 133 MCP Server
J

jackkuo666/pubmed-mcp-server

Search & Research

🔍 Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

★ 132 MCP Server
M

MCP-searxng

Search & Research

Connect to SearXNG instances.

★ 132 MCP Server
S

server-google-news

Search & Research

Google News via SerpAPI: search headlines, stories and related topics, with automatic topic categorization and multi-language support.

★ 131 MCP Server
H

healthcare-mcp-public

Search & Research

A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA…

★ 131 MCP Server
M

mikechao/brave-search-mcp

Search & Research

Web, image, news, video and local point-of-interest search using Brave's Search API.

★ 131 MCP Server
M

mnem

Search & Research

Git for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.

★ 125 MCP Server
O

Obsidian Hybrid Search

Search & Research

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

★ 122 MCP Server
P

pubmedmcp

Search & Research

A MCP server for PubMed data

★ 122 MCP Server
P

pmndrs docs

Search & Research

Search and read the docs and examples of react-three-fiber, drei, zustand, jotai... from your agent

★ 120 MCP Server
A

academic-search-mcp-server

Search & Research

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

★ 119 MCP Server
D

deep-research-mcp

Search & Research

Deep research via the OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

★ 116 MCP Server
V

vectorize-mcp-server

Search & Research
Official

Retrieval, private deep research, file-to-Markdown extraction and text chunking via Vectorize.

★ 116 MCP Server
A

agent-search-mcp

Search & Research

Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.

★ 113 MCP Server
M

mcp-screenshot-website-fast

Search & Research

Capture website screenshots, tiling full pages into 1072x1072 chunks for Claude Vision, with configurable viewports and wait strategies…

★ 111 MCP Server
H

huashu-doubao-search

Search & Research

豆包搜索 MCP server — 给换了国产模型的 Claude Code 补上联网能力。字节系信源、千字正文、每月500次免费 | Agent-first web search MCP

★ 109 MCP Server