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 4972 of 87 servers

Medusa

Search & Discovery

This server assists users in retrieving information from Medusa documentation, making it a valuable resource for developers looking to integrate or troubleshoot Medusa-related applications. It is particularly useful for those seeking quick access to technical support.

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Ragora

Search & Discovery

Ragora provides tools for discovering and searching collections, likely in a digital asset or content management context. It is useful for users looking to explore and manage various collections of data or media.

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1stay

Search & Discovery

The Stayker server provides a platform for hotel booking, allowing users to search for hotels, manage reservations, and retrieve booking details. This server is designed for travelers and travel agencies looking to streamline their hotel booking processes. Its rich feature set makes it a valuable resource for anyone in the hospitality industry.

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Globalping

Search & Discovery

GlobalPing is a network monitoring and testing platform that provides global network latency measurements, uptime monitoring, and performance analytics. It offers distributed testing from multiple geographic locations to assess website and API performance worldwide.

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Varrd

Search & Discovery

VARRD specializes in AI-driven trading research and backtesting, providing tools for users to conduct research, scan market data, and formulate trading hypotheses. This server is tailored for traders and financial analysts seeking to enhance their trading strategies through data-driven insights.

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Valis Credit Intelligence

Search & Discovery

Valis Credit Intelligence provides tools for company searches and credit modeling, making it essential for financial analysts and businesses assessing credit risks. This server helps users make informed decisions based on credit intelligence.

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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.

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Serp

Search & Discovery

This server provides access to Google search results via the SERP API, allowing users to conduct searches for various types of content, including images, news, and maps. It's particularly useful for developers and marketers who need to integrate search functionality into their applications.

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Tableall

Search & Discovery

TableAll enables users to search for and make reservations at Japan's finest Michelin-starred restaurants, providing detailed information about menus and availability. This service is perfect for food enthusiasts and travelers seeking exceptional dining experiences.

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Xquik

Search & Discovery

Xquik provides real-time data from X (formerly Twitter), including tweet searches and user lookups. This tool is particularly valuable for marketers and analysts looking to gain insights from social media interactions.

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Bgpt

Search & Discovery

BGPT is a specialized search tool designed for locating scientific papers across various disciplines. It provides users with access to a vast database of research articles, making it an essential resource for researchers, students, and academics looking to find relevant literature quickly and efficiently.

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Perplexity

Search & Discovery

Perplexity is an AI-powered search engine that provides real-time, cited answers from the web. Offers conversational search, source verification, and knowledge synthesis across current events and research.

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Heyspark

Search & Discovery

This server allows users to search for and discover local businesses across various categories, providing detailed information and reviews. It is ideal for consumers and businesses looking to enhance local search capabilities.

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Venturu

Search & Discovery

The Venturu server enables users to search for and contact business listings, brokers, and sellers. It's a valuable tool for real estate professionals and anyone looking to connect with businesses in a specific category.

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Ref Tools

Search & Discovery

This server enables token-efficient searches for coding agents, facilitating access to both public and private coding resources. It is designed for developers looking to streamline their search processes in coding environments.

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Flomo

Search & Discovery

Connect AI to your flomo notes. Search, create, and edit notes and memos through Flomo's API for personal knowledge management.

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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.

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Public

Search & Discovery

The LLM Search Engine provides a full set of tools for analyzing and optimizing web content, including SEO and readability assessments. This server is aimed at marketers and web developers seeking to improve their online presence.

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SearchAPI

Search & Discovery

Web search API aggregator providing structured access to Google, Bing, Baidu, YouTube, Google Scholar, and other search engines. Returns organic results, snippets, images, videos, and knowledge graph data.

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Parallel Search

Search & Discovery

Parallel Search is a powerful search engine that allows users to conduct complex queries across multiple data sources simultaneously. It is ideal for researchers and data analysts who need to gather thorough information quickly and efficiently.

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Waggle

Search & Discovery

Search engine for the agentic internet. Discover and connect with A2A (Agent-to-Agent) protocol agents, with semantic search, health monitoring, and API access.

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AutEng Docs

Search & Discovery

AutEng facilitates the creation, sharing, and management of Markdown documents, allowing users to publish content easily and collaborate on documentation. This server is particularly useful for developers, writers, and teams looking to streamline their documentation processes.

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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.

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Website Inspector

Search & Discovery

The Website Inspector offers a powerful RAG tool for querying any website.

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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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