MCP Servers for Web Search

🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use like native.

📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.

📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections

🐍 ☁️ - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create

📇 🏠 - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.

📇 🏠 🍎 🪟 🐧 - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.

🐍 ☁️ - Interact with Twitter search and timeline

🎖️ 💎 ☁️ 🏠 💬 🍎 🪟 🐧 - Official Discourse MCP server for forum integration. Search topics, read posts, manage categories and tags, discover users, and interact with Discourse communities.

🐍 🏎️ - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups

📇 ☁️ - Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, manage roadmaps, merge duplicates

☕ 🐍 ☁️ - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.

🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction

](https://glama.ai/mcp/servers/Muvon/) 🦀 🏠 🍎 🪟 🐧 - Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents

🎖️ 📇 ☁️ 🏠 - Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images

MCP server that provides up-to-date documentation for a specific Rust crate to LLM coding assistants. Each instance fetches one crate's documentation, generates embeddings for semantic search, and exposes a query_rust_docs tool that answers questions using summaries of the retrieved docs; multiple instances can run at once for different crates, and an OpenAI API key is required for embeddings and summarization.

🏎️ 🏠 🍎 🪟 🐧 - Code intelligence MCP server with 80+ tools for semantic code search, impact analysis, call graphs, ownership detection, and architectural understanding. Supports Go, TypeScript, Pyt

🏎️ ☁️ - MCP for semantic code search & navigation that reduces token waste

🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with .

🐍 🏠 🪟 - Fast Windows file search using Everything SDK

📇 ☁️ - Deep Research for crypto - free & fully local

🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.

🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.

](https://glama.ai/mcp/servers/@aitytech/agentkits-memory) 📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic contex

🐍 ☁️ 🏠 - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering

🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives wit

📇 🏠 - Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted) 🐍 🏠 🍎 🪟 🐧 - Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero

🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-comp

🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentatio

](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query ex

🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.

📇 🏠 - Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys

🎖️ 🐍 🏠 ☁️ - Search dashboards, investigate incidents and query datasources in your Grafana instance

🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

🐍 📇 ☁️ - Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

🐍 ☁️ MCP for LLM to search and read papers from arXiv

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

☁️ 🐍 - Search ArXiv research papers

📇 ☁️ - Web search capabilities using Brave's Search API

🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

🎖️ 📇 ☁️ 🏠 - Crawl, embed, chunk, search, and retrieve information from datasets through

🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more.

🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and

📇 ☁️ - Search via search1api (requires paid API key)

MCP server for searching Unsplash images. It searches the Unsplash photo library with filters for keyword relevance, color schemes, and orientation, plus custom sorting and pagination, and requires an Unsplash API access key.

📇 ☁️ - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

☁️ 📇 – Official Kagi Search MCP Server

📇 ☁️ - Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

MCP server that provides web search through DuckDuckGo, with additional tools for fetching and parsing webpage content. Search results are formatted for LLM consumption, over-long result URLs are shortened into ref:// tokens that the fetch tool accepts directly, and built-in rate limiting and error handling cover both search and content fetching.

🏠 🐍 - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

🎖️ 📇 ☁️ 🏠 - Lightning-Fast, High-Accuracy Deep Research Agent

MCP server for conducting deep research on complex topics through a structured workflow. It elaborates and clarifies the research question, generates focused subquestions, searches the web for each subquestion, analyzes and synthesizes the sources with citations, and generates a structured research report; it is driven from a deep-research prompt template in an MCP client such as Claude Desktop.

☁️ 📇 - MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

📇 🪟 ☁️ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks a

📇 🪟 ☁️ - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last update

📇 🏠 - Browse Reddit posts, search content, and analyze user activity without API keys. Works out-of-the-box with Claude Desktop.

🐍 ☁️ - AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations,

🐍 ☁️ 🏠 - MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

📇 ☁️ - Provides tools to search Airbnb and get listing details.

](https://glama.ai/mcp/servers/can4hou6joeng4/boss-agent-cli) 🐍 🏠 🍎 🪟 🐧 - BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipe

](https://glama.ai/mcp/servers/KuvopLLC/better-bear) 📇 🏠 🍎 - MCP server for Bear notes via CloudKit — CRUD, tags, TODOs, attachments, search, front matter, stats, and health checks. Install via `np

📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy.

📇 ☁️ - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more

🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building c

Free, read-only MCP server for searching and comparing 184,900 beaches, lakes and swimming spots worldwide. It exposes 12 tools for beach and swim-spot search, live water and weather conditions, spot comparison, surf, diving, snorkeling, rivers, whitewater, vanlife, activity providers, guides and anonymous community observations. Results include freshness, sources, ranking reasons and canonical BeachFinder links. The server never declares that swimming is safe.

Webhound

by Moe Khalil

Web research MCP server where a prompt defines the question and a user-set dollar budget defines how much investigation runs. Returns inspectable reports or structured datasets with sources, working documents, claim traces, and an explicit completion state.

Aperture Wallet Knowledge

by devdas

Official read-only Aperture Wallet MCP server with 12 tools for verified product facts, 25 supported mainnets, security and recovery boundaries, release metadata, app-screen semantics, and Journal articles. No authentication is required; it cannot access wallets, credentials, balances, signing, or transactions.

Search a curated public expert-video corpus through six read-only MCP tools. Results keep source attribution for SEO and marketing research. No API key, private transcripts, publishing tools or outcome guarantees.

Find film stills, movie screenshots and cinematography references inside AI assistants for inspiration, learning and making movies faster. FrameThrower MCP provides search_frames, find_by_craft, find_similar and get_frame_details. Connect to the hosted server at https://framethrower.ai/api/mcp using OAuth 2.1. The install command below uses the documented mcp-remote bridge for stdio clients. $2 free credits on signup, then usage-based credits. Documentation: https://framethrower.ai/mcp — Product: https://framethrower.ai — Contact: leo@framethrower.ai

Read-only structured Amazon data tools for AI assistants and e-commerce research, covering product search, details, reviews, sellers, categories and rankings. Use the open-source stdio bridge with your own PANGOLINFO_API_KEY. The bridge is free; the underlying Pangolinfo data service offers trial and paid usage subject to account limits. Product and setup details: https://www.pangolinfo.com/amazon-data-mcp/

A hosted MCP server that lets an Agent read public WeChat Official Account articles by URL. It returns readable article content and can search or fetch articles already in the ReadGZH cache. The web reader and REST API are useful if you do not use MCP. Limited free allowance, with optional paid credits. Website: https://readgzh.site/ — docs: https://readgzh.site/docs. Remote endpoint: https://api.readgzh.site/mcp-server. The command below uses the mcp-remote bridge for stdio-only clients; HTTP-capable clients can configure the endpoint URL directly.

ScreensDesign MCP

by Dannice Carolino

ScreensDesign MCP gives AI assistants access to mobile app design research: real app screens, complete onboarding and paywall flows, App Store reviews, market signals and saved collections. It is a hosted remote MCP server using Streamable HTTP and browser OAuth. A paid ScreensDesign Pro subscription is required. After adding the server, authenticate via /mcp in Claude Code. Setup: https://screensdesign.com/mcp/. Contact: ceo@screensdesign.com. The linked repository contains setup documentation, registry metadata and an optional companion skill, not the hosted server implementation.

Superdirector

by Bell Chen

Give your AI agent a social media team. Superdirector brings competitor research, brand context and creative planning into your AI assistant. Analyze public profiles and reference videos, find on-brand ideas, and turn them into video scripts and production briefs. Built for agencies, in-house marketers and startup growth teams, it connects through hosted MCP with OAuth.