SylphxAI/rag-server-mcp

arxiv-mcp-server

4.6

by blazickjp

The ArXiv MCP Server provides a bridge between AI assistants and arXiv's research repository through the Model Context Protocol (MCP).

n8n-mcp-server

4.5

by leonardsellem

A Model Context Protocol (MCP) server that allows AI assistants to interact with n8n workflows through natural language.

mcp-searxng

4.4

by ihor-sokoliuk

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

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.

mcp-server-data-exploration

4.3

by reading-plus-ai

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

openapi-mcp-server

4.2

by janwilmake

A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

mcp-crawl4ai-rag

4.2

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.

perplexity-mcp

4.2

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.

oci-documentation-mcp-server

4.1

by jin38324

The OCI Documentation MCP Server is designed to facilitate access to and search through OCI documentation using the Model Context Protocol.

mcp-simple-arxiv

4.1

by andybrandt

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

pubchem_mcp_server

4.1

by sssjiang

The PubChem MCP server is designed to extract basic chemical information about drugs using the PubChem API.

datagov-mcp

4.1

by aviveldan

Easily interact with the Israeli Government Public API (data.gov.il) using this project.

huggingface-mcp-server

4.1

by shreyaskarnik

A Model Context Protocol (MCP) server providing read-only access to Hugging Face Hub APIs, enabling LLMs like Claude to interact with Hugging Face's models, datasets, spaces, papers, and collections.

mcp-mianshiya-server

4.0

by yuyuanweb

面试鸭的题目搜索API现已兼容MCP协议，是国内首家兼容MCP协议的面试刷题网站。

mcp-vegalite-server

4.0

by isaacwasserman

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

vertex-ai-mcp-server

4.0

by shariqriazz

This project implements a Model Context Protocol (MCP) server that provides a comprehensive suite of tools for interacting with Google Cloud's Vertex AI Gemini models, focusing on coding assistance and general query answering.

Google-Scholar-MCP-Server

3.9

by JackKuo666

The Google Scholar MCP Server provides a bridge between AI assistants and Google Scholar through the Model Context Protocol (MCP). It allows AI models to search for academic papers and access their content in a programmatic way.

server-google-news

3.8

by ChanMeng666

A Model Context Protocol (MCP) server implementation that provides Google News search capabilities via SerpAPI integration.

apify-mcp-server

3.7

by apify

The Apify Model Context Protocol (MCP) Server connects AI applications to a wide range of tools for web scraping, data extraction, and automation tasks.

Baidu AI Search

3.7

by baidubce

Baidu AI Search integrates Baidu's search capabilities with large language model technology to provide intelligent responses with real-time web information references.

gptr-mcp

3.7

by assafelovic

GPT Researcher MCP Server provides deep research results for LLM applications, focusing on relevant, trusted, and up-to-date information.

paper-search-mcp

3.7

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).

mcp-omnisearch

3.6

by spences10

A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.

rmcp

3.6

by finite-sample

The R MCP Server is a Model Context Protocol server that facilitates advanced econometric modeling and data analysis using R, enabling AI assistants to perform complex statistical analyses.

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.

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 SecretiveShell

An MCP server for connecting agentic systems to search systems via SearXNG.