Search & Discovery MCP Servers (85)

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 24 of 85 servers

1stay

Search & Discovery

Official

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.

1stDibs

Search & Discovery

Official

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.

Airweave

Search & Discovery

Official

Airweave Search offers search capabilities, likely focusing on data retrieval and information discovery. This server is suited for developers and businesses needing efficient search solutions for their applications.

Apple-rag

Search & Discovery

Official
SKILL.md

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.

arXiv

Search & Discovery

SKILL.md
4 tools

Search and retrieve scientific papers from arXiv. Provides paper metadata (title, authors, abstract, categories) and PDF links via the official arXiv API.

AutEng Docs

Search & Discovery

Official

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.

Bgpt

Search & Discovery

Official

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.

bioRxiv

Search & Discovery

SKILL.md
3 tools

bioRxiv and medRxiv preprint servers for biology and health sciences. Search preprints by keyword or date range, retrieve full metadata, and check for published peer-reviewed versions.

Cat Facts

Search & Discovery

SKILL.md
5 tools

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

Cloudflare AI Gateway

Search & Discovery

Official
SKILL.md

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.

Cloudflare AutoRAG

Search & Discovery

Official
SKILL.md

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.

Creo-memories

Search & Discovery

Official

This server offers a memory system for AI agents, enabling semantic search and storage of information. It is intended for developers and researchers working with AI, allowing them to enhance the capabilities of their applications through effective data management.

Crossref

Search & Discovery

SKILL.md
2 tools

Crossref provides DOI registration and rich scholarly metadata. Use the Crossref REST API to search works and fetch metadata by DOI.

Crunchbase

Search & Discovery

SKILL.md
30 tools

Crunchbase is the leading platform for company intelligence. Search and look up organizations, people, funding rounds, acquisitions, and investors. Requires an Enterprise or Applications license for full API access.

DataCite

Search & Discovery

SKILL.md
3 tools

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

DBLP

Search & Discovery

SKILL.md
7 tools

DBLP Computer Science Bibliography providing full access to computer science publications, authors, conferences, and journals.

Deck of Cards

Search & Discovery

SKILL.md
3 tools

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

DevExpress Docs

Search & Discovery

Official

DevExpress Documentation provides access to detailed documentation for DevExpress tools, allowing developers to search and retrieve content effectively. This server is ideal for developers seeking to enhance their understanding and usage of DevExpress products.

DOAJ

Search & Discovery

SKILL.md
2 tools

Directory of Open Access Journals — a curated index of peer-reviewed, open access journals. Search across articles and journals by topic, author, or keyword.

Eansearch

Search & Discovery

Official

The EAN Search server provides real-time product search capabilities based on barcode data (EAN, UPC). This service is essential for retailers and e-commerce businesses looking to quickly access product information and inventory management.

Europe PMC

Search & Discovery

SKILL.md
4 tools

Europe PMC indexes life sciences literature including PubMed, patents, and clinical guidelines. Search publications, retrieve citations, and explore reference networks.

Exa

Search & Discovery

Official
SKILL.md

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.

FileGraph

Search & Discovery

Official
SKILL.md

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.

Flightoracle

Search & Discovery

Official
SKILL.md

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.

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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Best Search & Discovery MCP Servers for Claude, Cursor & Codex | MCPBundles