meilisearch ★ 59k Tool stable Lightning-fast, hyper-relevant open-source search engine for web and apps.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 59k
Downloads —
Updated 2026-08-01
Skill installs — Trust pending Momentum not matched
Search APIs
opensearch-project ★ 13k Tool stable Open source distributed search and analytics suite derived from Elasticsearch.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 13k
Downloads —
Updated 2026-07-31
Skill installs — Trust pending Momentum not matched
Search APIs
Open source, typo-tolerant search engine optimized for fast developer experience.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 26k
Downloads 8
Updated 2026-07-30
Skill installs — Trust pending Momentum not matched
$ pip install zopyx.typesenseCopy Search APIs
tavily-ai ★ 2.3k MCP Server experimental Search API built for agents, exposed over MCP for research workflows.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 2.3k
Downloads 133k
Updated 2026-07-30
Skill installs — Trust pending Momentum not matched
$ npm i tavily-mcpCopy Search APIs
exa-labs ★ 4.8k MCP Server experimental Semantic web search for agents: find pages by meaning, not just keywords.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 4.8k
Downloads 70k
Updated 2026-08-01
Skill installs — Trust pending Momentum not matched
$ npm i exa-mcp-serverCopy Search APIs Competitor Research
Reconnaissance tool for gathering public information about domains and competitors.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 17k
Downloads 18k
Updated 2026-08-02
Skill installs — Trust pending Momentum not matched
$ pip install theHarvesterCopy Competitor Research
serpapi ★ 750 Repository experimental Python client for SerpApi to scrape Google and other search engine results programmatically.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 750
Downloads 1771k
Updated 2026-02-20
Skill installs — Trust pending Momentum not matched
$ pip install google_search_resultsCopy Search APIs
apache ★ 3.3k Repository experimental Extensible and scalable open source web crawler for large scale data collection.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 3.3k
Downloads —
Updated 2026-07-30
Skill installs — Trust pending Momentum not matched
Crawling
Open source intelligence automation tool for competitor and reconnaissance research.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 20k
Downloads —
Updated 2026-04-13
Skill installs — Trust pending Momentum not matched
Competitor Research
apify ★ 25k Repository stable Apify's scraping and browser automation library for reliable large-scale crawlers.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 25k
Downloads 807k
Updated 2026-08-01
Skill installs — Trust pending Momentum not matched
$ npm i @crawlee/coreCopy Web Scraping Competitor Research
dgtlmoon ★ 33k Tool experimental Self hosted website change monitoring tool for tracking competitor updates and pricing.
Best match because its name, category, capabilities, or owner matches “search”. Adoption and trust break close ties.
Stars 33k
Downloads 25k
Updated 2026-07-31
Skill installs — Trust pending Momentum not matched
$ pip install changedetection.ioCopy Competitor Research