Categories

deep-research

by u14app

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

fetchserp-mcp-server-node

by fetchSERP

All-in-One SEO & Web Intelligence Toolkit API

local-RAG-backend

by suwa-sh

This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.

arxiv-mcp-server

by yzfly

🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文，并生成微信公众号文章格式

gemini-mcp-server

by bigmasterinternational

Gemini MCP Server enhances your development process by connecting Claude with Google's Gemini models for efficient code analysis and problem-solving. Collaborate seamlessly as Claude orchestrates tasks while leveraging Gemini's insights for improved outcomes. 🛠️💻

web-scout-mcp

by suebksnn

A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.

deep-research-mcp

by pinkpixel-dev

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.

npm-helper-mcp

by pinkpixel-dev

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

mcp-searxng-enhanced

by OvertliDS

Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.

web-scout-mcp

by pinkpixel-dev

A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.

mcp-server

by lambda-capture

🌐 MCP Server for Semantic Search of Macro Data for Quant Research AI Agents

breeze

by casualjim

An MCP server for semantic codesearch and indexing

inception-core-server

by nbursa

Model–Context–Protocol (MCP) Server A modular, extensible Rust-based server providing short-term, long-term, and latent memory services, a chat endpoint backed by a BaseAgent + Sentience DSL, and seamless integration with ChromaDB and LLM services.

notes-mcp

by PanseBossuSmecheru

# Notes MCPAn MCP server that connects with your Apple Notes on macOS. 📓 This tool allows you to manage your notes efficiently with simple commands. 🛠️

mcp-domain-availability

by imprvhub

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

mcp-star

by 7382019917

MCP Star is a curated collection of top-notch Model Context Protocol servers, showcasing the best implementations in the community. Join us on GitHub to explore, contribute, and enhance your MCP experience! 🌟💻

pubmed-mcp-server

by Huzafa5

The PubMed MCP Server provides access to biomedical literature, enhancing AI agents' capabilities. 🌟 Explore the integration of PubMed with the Model Context Protocol for efficient data retrieval. 🚀

pubmed-mcp-server

by cyanheads

A Model Context Protocol (MCP) server enabling AI agents to intelligently search, retrieve, and analyze biomedical literature from PubMed via NCBI E-utilities. Includes a research agent scaffold. Built on the mcp-ts-template for robust, production-ready performance. STDIO & HTTP

research-mcp-server

by spalit2025

MCP Server for arXiv Research - Search and retrieve academic papers with Model Context Protocol integration

openapi-mcp

by chugo-guano

openapi-mcp quickly converts your OpenAPI 3.x specifications into a robust MCP tool server. 🚀 With just a few commands, you can validate your API and start serving it efficiently. 🛠️

better-finder-mcp

by GitHamza0206

Replace Finder with an MCP server to search for your documents

mcp-elasticsearch

by sonirico

MCP server connecting AI systems to Elasticsearch clusters

py-mcp-server-explorer-notebook

by messeb

🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.

mcp-server

by tech-inspire

Model Context Protocol server for images search using Inspire backend. Claude Dekstop ready

npm-package-mcp-server

by Pratham1264

The npm-package-mcp-server allows users to efficiently access and analyze source code from any NPM package. With features like smart file discovery and selective code reading, it streamlines the process for developers. 🐙🌐

urlhaus-mcp-server

by Cyreslab-AI

MCP server for accessing URLhaus malicious URL database from abuse.ch - provides threat intelligence for cybersecurity research

macos-tools-mcp-server

by tornikegomareli

A Model Context Protocol server that brings macOS system tools directly inside your LLM client. Monitor system performance in real-time, analyze resource usage, search files with advanced patterns, and manage file tags using native macOS APIs.

alsoasked-mcp

by metehan777

AlsoAsked MCP Server

Analysis-Alpaca-Researcher

by DeepKariaX

🦙 Production-ready MCP server for comprehensive research and analysis with web + academic search, content extraction, and optional React web interface

MCP-Server-unified-docs-hub

by boodrow

The ultimate MCP documentation server - 170+ curated repos, 11,000+ docs, full-text search for AI assistants

rust-docs-mcp-server

by Govcraft

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

gptr-mcp

by assafelovic

MCP server for enabling LLM applications to perform deep research via the MCP protocol

perplexity-mcp-server

by cyanheads

A Perplexity API Model Context Protocol (MCP) server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter. Built with type safety, modular architecture, and production-ready utilities.

searxng-simple-mcp

by Sacode

SearxNG MCP Server provides privacy-focused web search for AI assistants using SearxNG and the Model Context Protocol.

elasticsearch-mcp

by awesimon

MCP server for Elasticsearch with available features including mappings management, search and indexing, and index management, providing a streamlined API for efficient cluster management.

tuningsearch-mcp-server

by tuningsearch

A TuningSearch free google search server implemented based on Model Context Protocol

naver-search-mcp

by isnow890

MCP server for Naver Search API integration. Provides comprehensive search capabilities across Naver services (web, news, blog, shopping, etc) and data trend analysis tools via DataLab API.

MalwareBazaar_MCP

by mytechnotalent

An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

mcp-flight-search

by arjunprabhulal

MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search

mcp-with-semantic-kernel

by LiteObject

Integrate Model Context Protocol (MCP) tools with Microsoft Semantic Kernel to build AI-driven workflows. This C# project connects MCP servers to Semantic Kernel, enabling LLMs to call external tools seamlessly. Features example code for developers exploring AI orchestration with .NET.

memory-mcp-server

by Sinhan88

A MCP (Model Context Protocol) server providing long-term memory for LLMs

MCP-Tavily-Web-Search-Server

by matemiro

A Model Context Protocol (MCP) server that provides a web search tool using the Tavily API. This server enables AI models to search the internet and retrieve up-to-date information.

google-search-mcp-server

by eggplantiny

google search model context server with fetch api (unofficial)

GemForge-MCP

by PV-Bhat

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

go_mcp_server_youtube_search

by hightemp

A simple MCP (Model Context Protocol) server that provides tools for searching and retrieving information from YouTube videos. This server can be used with AI assistants that support the MCP protocol.

mcp-link

by AuraFriday

Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server

serper-mcp-server

by garylab

A Serper MCP Server

brave-search-mcp

by mikechao

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search and News Search capabilities

chunker-mcp

by tarjeir

This cli tool/Model Context Protocol (MCP) server chunks source code files using LangChain's RecursiveCharacterTextSplitter and stores the resulting chunks in a ChromaDB vector database, including line range metadata for each chunk.

Youtube-MCP

by blukglug

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

Youtube-MCP

by IA-Programming

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic searches over video content—all without relying on the official API. By integrating with a vector database, this server streamlines content discovery.

WebSearch-MCP

by mnhlt

[Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.

branch-thinking-mcp

by ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

mcp-nixos

by utensils

MCP-NixOS - Model Context Protocol Server for NixOS resources

mcp-hubspot

by peakmojo

A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while improving response times.

mcp-server-azure-ai-search-python-preview

by projectAcetylcholine

An experimental MCP service for Azure AI Search in Python

deep-research-mcp

by ali-kh7

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.

npm-helper-mcp

by Sametcanj

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

websearch-openapi-mcp

by Oaklight

Web Search OpenAPI/MCP server for Open-WebUI, Cherry-Studio etc, via Google and SearXNG

server-google-jobs

by ChanMeng666

【Every star you give feeds a hungry developer's motivation!⭐️】A Model Context Protocol (MCP) server implementation that provides Google Jobs search capabilities via SerpAPI integration. Features multi-language support, comprehensive search parameters, and smart error handling.

server-google-news

by ChanMeng666

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

academic-search-mcp-server

by afrise

Academic Paper Search MCP Server for Claude Desktop integration. Allows Claude to access data from Semantic Scholar and Crossref.

mcp-web-search

by dvejsada

MCP SSE server providing web search results and page extraction with optional fallback to SearxNG

graphlit-mcp-server

by graphlit

Model Context Protocol (MCP) Server for Graphlit Platform

exa-server

by it-beard

AI-powered code search MCP server using Exa API for intelligent code search and retrieval in AI assistants

tavily-server

by it-beard

AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP)

researcher-mcp

by lukezinmaker

A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI

mcp-webresearch

by mzxrai

MCP web research server (give Claude real-time info from the web)

mcp-tavily

by RamXX

An MCP server for Tavily's search API

mcp-perplexity-search

by spences10

🔎 A Model Context Protocol (MCP) server for integrating Perplexity's AI API with LLMs.

mcp-svelte-docs

by spences10

🔍 MCP server that lets you search and access Svelte documentation with built-in caching

deep-research-mcp-server

by ssdeanx

MCP Deep Research Server using Gemini creating a Research AI Agent

smartsheet-server

by terilios

MCP server providing healthcare analytics capabilities for Smartsheet, including clinical note summarization, patient feedback analysis, and research impact assessment

firecrawl-mcp-server

by mendableai

Official Firecrawl MCP Server - Adds powerful web scraping to Cursor, Claude and any other LLM clients.

mcp-server-documentation

by PicardRaphael

🔍 FastMCP-powered documentation search engine that provides unified access to multiple framework docs (Next.js, Tailwind, Framer Motion, etc.) with intelligent name resolution and async processing.

mcp-server-tree-sitter

by wrale

MCP Server for Tree-sitter

police-uk-api-mcp-server

by dwain-barnes

A Python-based MCP server providing tools to access and interact with the police.uk API, offering data on crimes, police forces, neighbourhoods, and stop-and-search incidents.

mcp_zoomeye

by zoomeye-ai

A Model Context Protocol server that provides network asset information based on query conditions. This server allows LLMs to obtain network asset information and supports querying network asset information by zoomeye dork etc.

coco-app

by infinilabs

🥥 Coco AI App - Search, Connect, Collaborate, Your Personal AI Search and Assistant, all in one space.

mcp-omnisearch

by spences10

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.

gateway

by centralmind

AI-Powered API Generation from Your Data for LLMs and Agents

mcp-web-search-tool

by gabrimatic

A MCP server providing real-time web search capabilities to any AI model.

google-search

by web-agent-master

A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.

mcp-perplexity-server

by PoliTwit1984

A Model Context Protocol (MCP) server for intelligent code analysis and debugging using Perplexity AI’s API, seamlessly integrated with the Claude desktop client.