Search & Discovery MCP Servers

87 servers

Search MCP servers give your AI retrieval over indexes, knowledge bases, and web-scale discovery APIs. Run queries, filter facets, and ground answers in sources your organization already trusts — without copy-pasting URLs into the chat.

Showing 2548 of 87 servers

REST Countries

Search & Discovery

REST Countries API providing detailed country data including geography, demographics, currencies, languages, and more.

Managed
SKILL.md
7 tools
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DataCite

Search & Discovery

DataCite DOI registration and scholarly metadata API. Search for research works by keyword, fetch detailed metadata by DOI, and explore citation and relationship graphs.

Managed
SKILL.md
3 tools
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Internet Archive

Search & Discovery

Internet Archive access for historical web snapshots (Wayback Machine), catalog metadata search across books/audio/video/software, OCR full-text search inside digitized texts, and item metadata lookup.

Managed
SKILL.md
Quality: Good
10 tools
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Unpaywall

Search & Discovery

Unpaywall API providing open access status and full-text availability for scholarly articles.

Managed
SKILL.md
5 tools
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Random User Generator

Search & Discovery

Random User Generator API providing realistic fake user profiles with names, addresses, emails, and photos for testing and development.

Managed
SKILL.md
5 tools
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Cat Facts

Search & Discovery

Cat Facts API providing random interesting facts about cats for entertainment and education.

Managed
SKILL.md
5 tools
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Newscatcher CatchAll API

Search & Discovery

Recall-first web search API for comprehensive event retrieval — finds every relevant event across the open web, not just the top results, returned as structured JSON.

Verified
Live tools
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Flightoracle

Search & Discovery

Flight Intelligence offers a full suite of tools for searching flights, finding the cheapest travel dates, and planning multi-city itineraries. It is designed for travelers and travel agencies seeking to optimize their flight bookings.

SKILL.md
Live tools
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Exa

Search & Discovery

Exa offers fast and intelligent web search capabilities, along with web crawling features to gather and analyze online content. This server is targeted at developers and researchers looking to enhance their applications with robust search functionalities.

SKILL.md
Live tools
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Twelvelabs

Search & Discovery

TwelveLabs provides advanced video indexing, search, and analysis capabilities, allowing users to create and manage video content efficiently. It is ideal for media professionals and content creators looking to enhance their video management workflows.

SKILL.md
Live tools
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Tavily

Search & Discovery

Tavily is an AI-powered search and research platform that provides intelligent information retrieval, fact-checking, and research automation. It offers advanced search capabilities, source verification, and research workflow tools for professionals and researchers.

SKILL.md
Live tools
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Apple-rag

Search & Discovery

This server offers a semantic search capability for Apple Developer documentation, enhancing the search experience for developers. It is ideal for developers seeking quick access to relevant documentation and resources.

SKILL.md
Live tools
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Cloudflare AI Gateway

Search & Discovery

Cloudflare AI Gateway enables users to search through their logs and retrieve detailed information about prompts and responses, facilitating better understanding and troubleshooting of AI interactions. This service is particularly useful for developers and data analysts working with AI applications.

SKILL.md
Live tools
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Cloudflare AutoRAG

Search & Discovery

Cloudflare AutoRAG provides functionality to list and search documents stored in AutoRAGs, making it easier for users to manage and retrieve their documents efficiently. This server is beneficial for teams and individuals who need to organize and access large volumes of documents quickly.

SKILL.md
Live tools
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Scira

Search & Discovery

AI-powered search platform with web, people, X (Twitter), and Reddit search. Get real-time results with AI analysis, people profiles, social media content, and discussion summaries.

SKILL.md
Live tools
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You.com Web Access & AI

Search & Discovery

You.com Web Access & AI provides users with a search engine and AI-driven content recommendations, enhancing the online search experience. This tool is particularly useful for users looking to discover information and resources efficiently.

SKILL.md
Live tools
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Mosaique

Search & Discovery

This server allows users to search and list the latest international news, providing access to various sources and comments. It is beneficial for journalists, researchers, and anyone interested in staying updated with global events.

SKILL.md
Live tools
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FileGraph

Search & Discovery

FileGraph specializes in document processing, allowing users to extract text, manipulate PDFs, and perform various operations on documents. This server is ideal for businesses and developers needing to automate document workflows and enhance data extraction capabilities.

SKILL.md
Live tools
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Mnemolog

Search & Discovery

Persistent AI conversation memory platform. Captures and organizes AI chat history into searchable, reusable knowledge with privacy controls and team sharing.

Live tools
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Qubitsok

Search & Discovery

Qubitsok serves as a full-featured platform for exploring job opportunities, academic papers, and researchers in the field of quantum computing. Users can search for jobs, access the latest research papers, and connect with collaborators, making it a valuable resource for professionals and academics in quantum technology.

Live tools
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Forage Shopping

Search & Discovery

Forage Shopping allows users to search for products, compare prices, and find deals across various retailers. It provides a seamless checkout experience by enabling users to start and complete purchases while managing their checkout information. This server is ideal for consumers looking to optimize their online shopping experience and save money.

Live tools
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Jinko

Search & Discovery

Jinko is a travel-focused server that enables users to search for hotels, view details, and make bookings. It streamlines the hotel reservation process for travelers, providing essential filtering options and metadata to enhance the user experience.

Live tools
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Timeslope

Search & Discovery

Timeslope equips users with tools to research economic data from various federal sources, enabling detailed analysis and insights into economic trends. This server is designed for economists, researchers, and analysts looking to access and interpret economic information.

Live tools
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Windowsforum

Search & Discovery

This server provides search and retrieval functionalities for WindowsForum.com, allowing users to find threads, posts, and user information efficiently. It's a valuable resource for users seeking to engage with the Windows community.

Live tools
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Frequently Asked Questions

What are search MCP servers?

Search MCP servers connect to enterprise search appliances, hosted Elasticsearch-compatible APIs, and specialty discovery products. The AI issues structured queries and receives ranked documents or snippets.

Is this the same as ChatGPT browsing?

Browsing is generic web access. Search MCP tools hit your configured index with your ACLs, so results respect enterprise permissions and custom ranking.

Can search servers leak confidential docs?

They return whatever the backing index exposes to the credential you supply. Use per-workspace keys, row-level security aware connectors, and disable servers when testing in shared sandboxes.

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