"Understanding Vector Search" matching MCP servers:

• Heventure Search MCP

  HughesCuit

  A

  license

  A

  quality

  A

  maintenance

  Enables web search without API keys using DuckDuckGo and Bing search engines, and retrieves webpage content. Supports multiple search engines simultaneously with privacy protection and asynchronous processing.

  Last updated 2026-05-13

  12

  2

  3

  MIT

• mcp-server-naver-search

  uju777

  A

  license

  A

  quality

  B

  maintenance

  Search Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.

  Last updated 2026-01-12

  1

  MIT

• Seroost Search MCP Server

  Parado-xy

  F

  license

  A

  quality

  C

  maintenance

  Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.

  Last updated 2025-09-15

  3

  9

  7

• Brave Search With Proxy

  kwp-lab

  A

  license

  A

  quality

  F

  maintenance

  Brave Search With Proxy

  Last updated 2025-05-11

  2

  33

  2

  JavaScript

  MIT

• imessage-rich-search

  cannavis

  A

  license

  A

  quality

  B

  maintenance

  Enables full-text search of macOS iMessages including link preview metadata. Works as an MCP server for Claude Desktop to search your messages locally.

  Last updated 2026-05-01

  1

  MIT
• 

  Brave Search MCP Serverofficial

  brave

  A

  license

  A

  quality

  B

  maintenance

  An MCP implementation that integrates the Brave Search API, providing comprehensive search capabilities including web, local business, image, video, news searches, and AI-powered summarization.

  Last updated 2026-05-15

  1,168

  8

  7,160

  1,025

• Search MCP Server

  fengin

  A

  license

  A

  quality

  C

  maintenance

  The Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.

  Last updated 2025-02-18

  1

  77

  MIT

• mcp-brave-search

  w-jeon

  A

  license

  A

  quality

  D

  maintenance

  brave search

  Last updated 2025-03-12

  2

  24,941

  MIT

• brave-search-mcp

  dodou

  F

  license

  A

  quality

  C

  maintenance

  Enables Brave Search via MCP, deployed on Railway for seamless integration with AI agents.

  Last updated 2026-04-25

  6

• MCP Product Search Server

  hwqlet

  F

  license

  A

  quality

  C

  maintenance

  Enables product search functionality via MCP, allowing Claude to search products by keyword with filters, list categories, and retrieve product details.

  Last updated 2026-04-30

  3

• Code Search MCP Server

  raintear94

  A

  license

  A

  quality

  C

  maintenance

  High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

  Last updated 2025-12-30

  3

  11

  MIT

• Brave Search MCP

  mikechao

  A

  license

  A

  quality

  B

  maintenance

  Brave Search MCP

  Last updated 2026-03-30

  5

  320

  116

  GPL 3.0

• Smart Search MCP

  adminhuan

  A

  license

  A

  quality

  B

  maintenance

  Provides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.

  Last updated 2025-10-03

  14

  40

  12

  MIT

• Synthetic Search MCP Server

  joephaser

  A

  license

  A

  quality

  C

  maintenance

  Provides privacy-focused web search capabilities with zero-data-retention for MCP-enabled applications. It allows users to execute search queries and retrieve ranked results using the Synthetic Search API.

  Last updated 2026-03-02

  1

  2

  MIT

• MCP Web Search Tool

  gabrimatic

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.

  Last updated 2026-05-09

  1

  14

  MIT

• cross-validated-search

  wd041216-bit

  A

  license

  A

  quality

  B

  maintenance

  Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time web search and deep page browsing via MCP or CLI. Zero-cost, privacy-first, supports DuckDuckGo, Bing, Google, Brave, Wikipedia, Arxiv, YouTube, Reddit and more.

  Last updated 2026-05-03

  2

  95

  5

  MIT

• Google Search MCP Server

  Fabien-desablens

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that provides Google Search functionality with automatic API key rotation and intelligent quota management, enabling natural language search queries with advanced filtering options.

  Last updated 2025-10-22

  1

  10

  1

  MIT

• tavily-search-mcp-server

  apappascs

  A

  license

  A

  quality

  C

  maintenance

  An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.

  Last updated 2025-02-04

  1

  4

  MIT

• pubmed-search

  pubspro

  A

  license

  -

  quality

  B

  maintenance

  MCP server for PubMed search and literature summarization

  Last updated 2026-05-13

  5

  MIT

• web-search-mcp

  hbhszy

  A

  license

  A

  quality

  C

  maintenance

  Enables real-time web search via DeepSeek's search-enhanced dialogue, providing search results as answers through MCP tools.

  Last updated 2026-05-06

  1

  MIT