Search & Discovery MCP Servers

86 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 124 of 86 servers

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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DOAJ

Search & Discovery

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

Managed
SKILL.md
2 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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Google Custom Search

Search & Discovery

Google Programmable Search Engine (Custom Search JSON API) lets you run web and image searches via API using an API key and a search engine (cx) identifier.

Managed
SKILL.md
3 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
View server

Crossref

Search & Discovery

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

Managed
Open catalog
SKILL.md
2 tools
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JSONPlaceholder

Search & Discovery

JSONPlaceholder providing fake REST API data for testing and prototyping including posts, users, todos, and comments.

Managed
SKILL.md
8 tools
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Zenodo

Search & Discovery

Zenodo open research repository hosted by CERN. Search and retrieve research outputs including papers, datasets, and software with DOI-backed metadata, versioning, and file access.

Managed
SKILL.md
3 tools
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MCPBundles Docs

Search & Discovery

Search MCPBundles documentation and blog posts. Returns ranked markdown sections from the official docs site so agents can answer setup, bundle, and integration questions with current guidance.

Managed
SKILL.md
2 tools
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Joke API

Search & Discovery

Joke API providing programming jokes and humor for developers and entertainment.

Managed
SKILL.md
6 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
View server

arXiv

Search & Discovery

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

Managed
Open catalog
SKILL.md
Quality: Good
4 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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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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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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NCBI E-utilities

Search & Discovery

NCBI E-utilities API providing access to PubMed and other biomedical databases with search and retrieval capabilities.

Managed
SKILL.md
7 tools
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PubMed Central

Search & Discovery

PubMed Central API providing access to millions of biomedical and life sciences research articles, with full-text search and metadata retrieval.

Managed
SKILL.md
6 tools
View server

World Bank

Search & Discovery

World Bank API providing access to global economic indicators, development data, and country statistics for research and analysis.

Managed
SKILL.md
10 tools
View server

ROR

Search & Discovery

Research Organization Registry (ROR) — a global, open registry of research organizations. Search and retrieve organization metadata by name or identifier.

Managed
SKILL.md
2 tools
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Europe PMC

Search & Discovery

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

Managed
Open catalog
SKILL.md
4 tools
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Harmonic

Search & Discovery

Harmonic is a startup discovery and enrichment platform with 29M+ companies and 190M+ people. Search, enrich, and manage deal flow with company data, founder profiles, funding history, investor networks, saved searches, and company/people lists.

Managed
SKILL.md
53 tools
View server

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
View server

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
View server

Crunchbase

Search & Discovery

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.

Managed
SKILL.md
30 tools
View server

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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Each server comes with AI skills that teach your assistant the domain knowledge it needs to use the tools correctly.

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