MCP servers · by job
Web search MCP servers
121 MCP servers that search the web and scrape pages for an agent. 53 are SAFE, 22 CAUTION and 46 BLOCK. Ranked by trust score; each card opens the full audit.
Cite
Cite this page
ModelsAtlas. “Web search MCP servers”. Retrieved 29 Oct 2026. https://modelsatlas.com/mcp/topic/search/page/2
Verdicts · 121 servers
Transports
- stdio, runs locally94
- Streamable HTTP, remote49
- SSE, legacy remote10
- Not declared9
A server can list more than one transport.
Tool risk
19
servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 6 tools.
Servers with no destructive tools →121 web search servers
25–48 of 121 · ranked by trust score, then stars
Perplexity
wysh3/perplexity-mcp-zerver
MCP web search using perplexity without any API KEYS
Memory LibSQL
spences10/mcp-memory-libsql
🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
Tavily
ramxx/mcp-tavily
An MCP server for Tavily's search API
Supadata
supadata-ai/mcp
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Claude and any other LLM clients.
Minimax Search
minimax-ai/minimax_search
MiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities.
seo-audit
houtini-ai/seo-audit
Free SEO Audit MCP server for Claude - captures and stores all the raw data you need for a complete technical SEO audit. Google Search Console + a first-party crawl + DataForSEO + Majestic SEO merged into one prioritised audit.
WebFetch
manooll/webfetch-mcp
Live Web Access for Your Local AI — Tunable Search & Clean Content Extraction
Deep Research Assistant
ssdeanx/deep-research
The Deep Research Assistant is meticulously crafted on Mastra's modular, scalable architecture, designed for intelligent orchestration and seamless human-AI interaction. It's built to tackle complex research challenges autonomously.
Jina AI Reader
spences10/mcp-jinaai-reader
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Reader
Deep Research
pinkpixel-dev/deep-research-mcp
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.
Searchpin
telly6/searchpin
Free web search for AI agents — multi-engine parallel, smart re-ranking, zero API keys. | 免费 AI 联网搜索 — 多引擎并行、语义重排、零 API Key
HTML to Markdown
levz0r/html-to-markdown-mcp
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages and convert them to clean, formatted Markdown.
JSON Filter
kehvinbehvin/json-mcp-filter
JSON MCP server to filter only relevant data for your LLM
Google Search Console
metehan777/google-search-console-mcp
It connects directly to your Google Search Console account via the official API, letting you access key data right from AI tools like Claude Desktop or OpenAI Agents SDK and others .
Obsidian Graph
drewburchfield/obsidian-graph
Semantic knowledge graph navigation for Obsidian or markdown vaults using AI-powered vector embeddings and PostgreSQL+pgvector
google-search-mcp
HasData/google-search-mcp
Hosted Google Search / SERP MCP server from HasData, no Google Cloud project. Organic results, AI Overview, People Also Ask, AI Mode, news and shopping for Claude, Cursor and any MCP client.
mneme
AgentGameLab/mneme
Persistent long-term memory for Claude Code agents — SQLite + FTS5 + sqlite-vec + RRF hybrid recall over MCP, with Chinese tokenization. Local-first, graceful degradation.
kx
distu/kx
Local-first MCP server and CLI for AI coding agents. Hybrid semantic + BM25 search across code, docs and notes, with SQLite and offline embeddings.
string-ai-mcp
usestring/string-ai-mcp
Model Context Protocol server for the Web Access API.
crawlora-mcp
Crawlora-org/crawlora-mcp
Hosted MCP server for structured public web data: 3,631 tools across 471 platform groups (search, maps, e-commerce, social, finance, app stores), returning clean JSON. Works with Claude, Cursor, VS Code and any MCP client.
octoparse
octoparse/octoparse-mcp
Official Octoparse MCP server for AI-powered web scraping workflows.
scrapewise-mcp
BEBOTECH-OU/scrapewise-mcp
ScrapeWise MCP server - hosted remote MCP for scraping product and price data from any website
web-search-mcp
awslew/web-search-mcp
编码 agent 查资料缺搜索 API key?免 key 搜多个引擎、优先可靠来源并抽取可读正文。 Search the web and read pages without an API key.
aeo-geo-mcp
SEOSiri-Official/aeo-geo-mcp
A sovereign, local-first MCP server for AI Engine Optimization (AEO), Generative Engine Optimization (GEO), llm.txt auditing, and content stickiness analytics.
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