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

Open Brewery DB

Search & Discovery

Open Brewery DB API providing detailed information about breweries worldwide, including location, type, and contact details.

Managed
SKILL.md
2 tools
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DBLP

Search & Discovery

Search DBLP's computer science bibliography, fetch publication records and BibTeX, look up authors and venues, and estimate publication trends from live DBLP results.

Managed
SKILL.md
6 tools
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Deck of Cards

Search & Discovery

Deck of Cards API providing virtual playing card deck operations including shuffling, drawing cards, and deck management.

Managed
SKILL.md
3 tools
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Semantic Scholar

Search & Discovery

Semantic Scholar Academic Graph, Recommendations, and Datasets APIs — search papers, explore citations, discover authors, get paper recommendations, and search text snippets across 214M+ academic papers. Most endpoints work without authentication; an optional API key provides dedicated rate limits (sent as x-api-key header, case-sensitive per the OpenAPI spec).

Managed
Open catalog
SKILL.md
14 tools
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OpenAlex

Search & Discovery

OpenAlex is an open catalog of the global research system. Search works, retrieve work metadata, and expand citations using an open citation graph. A free API key from openalex.org/settings/api unlocks $1/day of usage; unauthenticated calls are limited to a small demo allowance.

Managed
Open catalog
SKILL.md
3 tools
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PokéAPI

Search & Discovery

PokéAPI providing detailed Pokémon data including stats, abilities, moves, types, and evolutionary information.

Managed
SKILL.md
8 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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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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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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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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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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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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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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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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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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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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1stDibs

Search & Discovery

This server enables users to browse and search for luxury items on the 1stDibs marketplace, offering detailed information about each item. It caters to collectors, interior designers, and anyone interested in high-end art, antiques, and design pieces.

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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Serpapi

Search & Discovery

This server provides access to search results from various search engines, including Google and Bing. It allows developers to integrate search capabilities into their applications, enabling them to retrieve and display search results programmatically. Ideal for developers looking to enhance their applications with powerful search functionalities.

Live tools
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Flights

Search & Discovery

World Airfares enables users to search for flights and retrieve itinerary details, making it easier to plan travel. This server is particularly useful for travelers and travel agents looking for flight options.

Live tools
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Nexbid

Search & Discovery

This server allows users to search and discover advertiser products through an open marketplace, providing tools for product discovery, purchasing, and order tracking. It is designed for advertisers and marketers looking to connect with potential customers effectively.

Live tools
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Sapiom

Search & Discovery

This server provides a variety of tools for AI agents, including web search capabilities, access to numerous language models, and image generation features. It is aimed at developers and researchers looking to leverage advanced AI functionalities in their projects.

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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