Web Search and Semantic Similarity

Provider

DeepSpring AI

Classification

Community classification icon community

Est. Downloads

Info icon
This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.
292

Released On

Apr 17, 2025

Popularity Ranking

Info icon
Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.
#5,080 (#3,360 this week)

Provides web search and information extraction capabilities using SearchAPI.io for queries, Firecrawl for content scraping, and embedding models for semantic similarity matching across multiple languages.

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Est Downloads (All Time)

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Est Downloads (All Time)

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Est Downloads (All Time)

Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

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Community icon

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Est Downloads (All Time)

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Official repository icon

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Est Downloads (All Time)

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Community icon

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Est Downloads (All Time)

3.8k

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Official repository icon

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Est Downloads (All Time)

Release Date

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Classification

Community icon

community

Est Downloads (All Time)

6.7k

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Classification

Community icon

community

Est Downloads (All Time)

3.4k

Release Date

Mar 5, 2025

WebSearch (Google)

Manh La

Provides real-time web search capabilities via a dedicated crawler service with configurable result limits, language...

Classification

Community icon

community

Est Downloads (All Time)

7.5k

Release Date

Mar 25, 2025

DataForSEO

skobyn

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Classification

Community icon

community

Est Downloads (All Time)

9.6k

Release Date

Mar 17, 2025

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Hossein Yousefpour

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Classification

Community icon

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Est Downloads (All Time)

2k

Release Date

Mar 8, 2025

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Community icon

community

Est Downloads (All Time)

13.9k

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Mar 9, 2025

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Community icon

community

Est Downloads (All Time)

1.2k

Release Date

Mar 26, 2025

One Search

zac ma

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Community icon

community

Est Downloads (All Time)

9.3k

Release Date

Mar 18, 2025

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Community icon

community

Est Downloads (All Time)

584

Release Date

Mar 29, 2025

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community

Est Downloads (All Time)

4.4k

Release Date

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Est Downloads (All Time)

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Est Downloads (All Time)

16.7k

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demondehellis

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Community icon

community

Est Downloads (All Time)

32

Release Date

Apr 11, 2025

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Hunter Arton

Provides Google web and image search capabilities through the Custom Search API, enabling access to current internet...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Apr 20, 2025

Browser Scraping & Search

Raghu6798

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Classification

Community icon

community

Est Downloads (All Time)

292

Release Date

Apr 20, 2025

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Community icon

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Est Downloads (All Time)

584

Release Date

Apr 21, 2025

Typesense

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Provides a bridge between Typesense search engine and external tools, enabling collection management, document...

Classification

Community icon

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Est Downloads (All Time)

876

Release Date

Apr 22, 2025

DeepSeek

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Community icon

community

Est Downloads (All Time)

292

Release Date

Apr 25, 2025

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Est Downloads (All Time)

283k

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Community icon

community

Est Downloads (All Time)

Release Date

May 5, 2025

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Classification

Official repository icon

official

Est Downloads (All Time)

Release Date

May 11, 2025

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Dorian Darko

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community

Est Downloads (All Time)

7.2k

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May 11, 2025

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Howard Chan

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Community icon

community

Est Downloads (All Time)

1.9k

Release Date

May 28, 2025

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Official repository icon

official

Est Downloads (All Time)

4.9k

Release Date

May 29, 2025

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Integrates with Searchcraft's search API to provide advanced document retrieval with fuzzy and exact matching, facet...

Classification

Official repository icon

official

Est Downloads (All Time)

1k

Release Date

Jun 6, 2025

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Integrates with SEO Review Tools API for website traffic analysis, authority scoring, backlink discovery, SERP data...

Classification

Community icon

community

Est Downloads (All Time)

438

Release Date

Jun 10, 2025

FetchSERP

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Integrates with FetchSERP API to provide SEO analysis, SERP data retrieval, web scraping, keyword research, backlink...

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Official repository icon

official

Est Downloads (All Time)

Release Date

Jun 20, 2025

Web Crawler Data Bridge

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Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

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Community icon

community

Est Downloads (All Time)

18.8k

Release Date

Jun 19, 2025

OpenAI o3 Search

yoshiko-pg

Provides web search capabilities using OpenAI's o3 model with configurable reasoning effort levels for finding...

Classification

Community icon

community

Est Downloads (All Time)

17.2k

Release Date

Jun 28, 2025

Open Web Search

Aas-ee

Provides web search capabilities across multiple search engines including Bing, Baidu, Brave, DuckDuckGo, and Exa,...

Classification

Community icon

community

Est Downloads (All Time)

76.2k

Release Date

Jul 11, 2025

Open Search

flyanima

Aggregates multiple search engines, academic databases, and content sources with intelligent load balancing and...

Classification

Community icon

community

Est Downloads (All Time)

292

Release Date

Jul 16, 2025

Crawl4AI

Cole Medin

Provides advanced web crawling and RAG capabilities through Crawl4AI with semantic search, knowledge graph...

Classification

Community icon

community

Est Downloads (All Time)

438

Release Date

Jul 15, 2025

DocsScraper

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Connects to the DocsScraper web API to provide semantic search across technical documentation and API references with...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Jul 26, 2025

Replicate

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Integrates with Replicate's HTTP API to enable searching, comparing, and running AI models through natural language...

Classification

Official repository icon

official

Est Downloads (All Time)

17.2k

Release Date

Jun 9, 2025

Browser Use

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Enables LLMs, agents, and apps to access, search, and extract web data in real-time using the browser-use.com API.

Classification

Official repository icon

official

Est Downloads (All Time)

816

Release Date

Jul 28, 2025

Crawl4AI

omgwtfwow

Integrates with Crawl4AI to provide web crawling, content extraction, screenshot capture, PDF generation, and batch...

Classification

Community icon

community

Est Downloads (All Time)

1.3k

Release Date

Jul 31, 2025

Crawl4AI RAG

Jason Guo

Combines web crawling with vector search to enable content extraction, semantic indexing, and retrieval-augmented...

Classification

Community icon

community

Est Downloads (All Time)

3.1k

Release Date

Jul 31, 2025

Google Search

Fabien Desablens

Integrates with Google's Custom Search API using automatic key rotation and quota management to provide high-volume...

Classification

Community icon

community

Est Downloads (All Time)

2k

Release Date

Jul 31, 2025

Crawl4AI

Nexus Digital Automations

Integrates Crawl4AI's async web crawler to extract webpage content in HTML or markdown formats, capture screenshots,...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Aug 1, 2025

kwrds.ai

mkotsollaris

Integrates with kwrds.ai's keyword research API to provide search volume analysis, competition data, SERP insights,...

Classification

Community icon

community

Est Downloads (All Time)

876

Release Date

Aug 6, 2025

Jina Web Search

hypersniper05

Provides web crawling and search capabilities through Jina AI's API with URL content extraction and semantic web...

Classification

Community icon

community

Est Downloads (All Time)

438

Release Date

Aug 9, 2025

Search Scrape (SearXNG)

DevsHero

Combines SearXNG federated search with Rust-native content extraction to provide privacy-focused web search and...

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Community icon

community

Est Downloads (All Time)

3.8k

Release Date

Aug 10, 2025

Google Search

iwanghc

Provides web search capabilities through Google Search integration using browser automation with advanced...

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community

Est Downloads (All Time)

584

Release Date

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Exa AI

Anush D'Souza

Integrates with Exa AI's search engine to provide real-time web searching, company research, LinkedIn profile...

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Est Downloads (All Time)

146

Release Date

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Alexander Galea

Provides semantic search across a curated catalog of free public APIs using embedding-based natural language queries...

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Community icon

community

Est Downloads (All Time)

601

Release Date

Aug 17, 2025

Firecrawl

Supercorp

Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown...

Classification

Community icon

community

Est Downloads (All Time)

78

Release Date

Aug 21, 2025

GetWeb

Ivan Mezentsev

Integrates DuckDuckGo, Google Search, Felo AI, and Jina Reader APIs to provide web search, content extraction, and...

Classification

Community icon

community

Est Downloads (All Time)

591

Release Date

Aug 30, 2025

Web Search

hexdecimal16

Performs Google searches and crawls content from the top 5 non-social media results, filtering out social platforms...

Classification

Community icon

community

Est Downloads (All Time)

584

Release Date

Sep 13, 2025

Parallel Search

Parallel Web Systems

Highly accurate web search built for AI

Classification

Official repository icon

official

Est Visitors (All Time)

15.6k

Release Date

Oct 10, 2025

Local RAG

Shinsuke Kagawa

Local RAG for semantic document search without external API calls.

Classification

Community icon

community

Est Downloads (All Time)

1.1k

Release Date

Nov 2, 2025

RAG

kalicyh

Provides cloud-based document management and semantic search using OpenAI embeddings with in-memory vector storage,...

Classification

Community icon

community

Est Downloads (All Time)

10.7k

Release Date

Oct 28, 2025

WebSearch

Undici77

Parallel web search across multiple search engines, social media platforms, and web archives with concurrent...

Classification

Community icon

community

Est Downloads (All Time)

584

Release Date

Nov 16, 2025

WaterCrawl

WaterCrawl

Web crawling and scraping with search capabilities

Classification

Community icon

community

Est Downloads (All Time)

1k

Release Date

Apr 21, 2025

ProSearch (Tencent)

Tencent

Integrates with Tencent's ProSearch cloud API to provide intelligent web search capabilities with advanced filtering...

Classification

Official repository icon

official

Est Downloads (All Time)

292

Release Date

Nov 7, 2025

Linkup

Linkup

Provides real-time web search and content extraction through Linkup SDK with configurable search depth and JavaScript...

Classification

Official repository icon

official

Est Downloads (All Time)

1.6k

Release Date

Nov 3, 2025

Paper Search

P.S Zhang

Aggregates academic paper search and retrieval across arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, IACR ePrint...

Classification

Community icon

community

Est Downloads (All Time)

730

Release Date

Nov 3, 2025

Snippets

Nitin Bansal

Stores and searches code snippets using semantic similarity combined with keyword matching, providing automatic...

Classification

Community icon

community

Est Downloads (All Time)

146

Release Date

Dec 1, 2025