GPlay_reviews_MCP_server

mcp-server-chart

4.5

by antvis

A Model Context Protocol server for generating charts using AntV.

mcp-local-rag

4.3

by nkapila6

mcp-local-rag is a primitive RAG-like web search model context protocol server that runs locally without the need for APIs.

whois-mcp

4.3

by bharathvaj-ganesan

The Whois MCP server allows AI agents to perform WHOIS lookups to retrieve domain details.

pypsa-mcp

3.8

by cdgaete

PyPSA MCP is a Model Context Protocol (MCP) server for creating, analyzing, and optimizing energy system models using PyPSA (Python for Power System Analysis).

Sequential Thinking MCP Server

3.8

by modelcontextprotocol

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

mcp-crawl4ai-rag

3.8

by coleam00

Crawl4AI RAG MCP Server is a powerful implementation of the Model Context Protocol (MCP) integrated with Crawl4AI and Supabase, providing AI agents and AI coding assistants with advanced web crawling and RAG capabilities.

mcp-server-data-exploration

3.7

by reading-plus-ai

MCP Server is a versatile tool designed for interactive data exploration.

perplexity-mcp

3.6

by DaInfernalCoder

Perplexity MCP Server is an intelligent research assistant powered by Perplexity's specialized AI models, featuring automatic query complexity detection to route requests to the most appropriate model for optimal results.

mcp-ragdocs

3.6

by hannesrudolph

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

a-share-mcp-is-just-i-need

3.6

by 24mlight

A股mcp。

perplexity-mcp

3.6

by jsonallen

A Model Context Protocol (MCP) server that provides web search functionality using Perplexity AI's API, compatible with the Anthropic Claude desktop client.

deep-research-mcp

3.6

by Ozamatash

Open Deep Research MCP Server is an AI-powered research assistant that performs deep, iterative research on any topic, combining search engines, web scraping, and AI to generate comprehensive reports.

mcp-searxng

3.6

by ihor-sokoliuk

An MCP server implementation that integrates the SearXNG API, providing web search capabilities.

py-mcp-naver

3.6

by pfldy2850

A server implementation for Naver OpenAPI using the Model Context Protocol (MCP). This project provides tools to interact with various Naver services, such as searching blogs, news, books, and more.

mcp-ragdocs

3.6

by qpd-v

A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant).

ReActMCP

3.6

by mshojaei77

ReActMCP Web Search is an MCP server that integrates web search capabilities into AI assistant frameworks using the Exa API.

mcp-simple-arxiv

3.6

by andybrandt

An MCP server that provides access to arXiv papers through their API.

seo-mcp

3.6

by cnych

A MCP (Model Control Protocol) SEO tool service based on Ahrefs data. Includes features such as backlink analysis, keyword research, traffic estimation, and more.

mcp-vegalite-server

3.6

by isaacwasserman

A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.

web3-research-mcp

3.6

by aaronjmars

Web3 Research MCP is a comprehensive research tool for cryptocurrency tokens, offering multi-source analysis and structured reporting.

paper-search-mcp

3.6

by openags

A Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including arXiv, PubMed, bioRxiv, and Sci-Hub (optional).

molecule-mcp

3.6

by ChatMol

Molecule-MCP connects molecule science related tools to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control these tools and act as a co-scientist.

Google-Search-MCP-Server

3.6

by mixelpixx

The Google Search MCP Server is a Model Context Protocol server that integrates Google search capabilities and webpage content analysis tools, allowing AI models to perform searches and analyze webpage content programmatically.

mcp-simple-pubmed

3.5

by andybrandt

An MCP server that provides access to PubMed articles through the Entrez API.

mcp-tool-kit

3.5

by getfounded

The MCP Tool Kit is a modular server implementation designed for building high precision vertical AI agents, reducing code usage by over 50% compared to the Python MCP SDK alone.

oxylabs-mcp

3.5

by oxylabs

The Oxylabs MCP server provides a bridge between AI models and the web, enabling them to scrape any URL, render JavaScript-heavy pages, extract and format content for AI use, bypass anti-scraping measures, and access geo-restricted web data from 195+ countries.

python-mcp-server

3.5

by LinkupPlatform

A Model Context Protocol (MCP) server that provides web search capabilities through Linkup's advanced search API.