
agenticMCP_rag
rajagopal17/agenticMCP_rag
An MCP server-based RAG project
Model Context Protocol
MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers

rajagopal17/agenticMCP_rag
An MCP server-based RAG project

bsmi021/mcp-python-executor
An MCP server for executing Python code and managing Python packages, providing a secure execution environment, package management, resource monitoring, and more.

rainyheart/jcrawl4ai-mcp-server
A Spring Boot-based server for interacting with the Crawl4ai API.

objones25/remote-cloudflare-youtube-transcript-mcp-server
This MCP server enables AI assistants to retrieve transcripts from YouTube videos through a simple API. The implementation combines the lightweight transcript extraction capabilities seen in kimtaeyoon83/mcp-server-youtube-transcript with the remote MCP server architecture from Cloudflare AI demos.

precariat365/smartcustomersupportmcp
An example project of an intelligent customer support system based on the MCP framework.

cappt-team/mcp-server-nodejs
A Model Context Protocol server for generating outline and presentation with cappt.cc.

imsaar/prayer-time-mcp-server
An MCP server to get muslim prayer (aka Salah) times for given date and location.

madhusudan-kulkarni/mcp-fal-ai-image
ARCHIVED — This repository is no longer maintained. Issues and pull requests are closed.

yanmxa/multicluster-mcp-server
The OCM MCP Server provides a robust gateway for Generative AI (GenAI) systems to interact with multiple Kubernetes clusters through the Model Context Protocol (MCP). It facilitates comprehensive operations on Kubernetes resources, streamlined multi-cluster management, and delivered interactive cluster observability.

birdsmith/gauntlet-incept-mcp
A system for generating high-quality educational content tailored to students' knowledge levels and interests. This repository contains the code and resources for the Gauntlet-Incept project, which aims to build a system that generates high-quality educational content for K-8 students.

stagsz/firebird-mcp-server
A Model Context Protocol server that provides read-only access to Firebird databases. This server enables LLMs to inspect database schemas and execute read-only queries.

h-yanagawa/research-mcp-server
This is a repository for the research project on the MCP server.

AnyContext-ai/puppeteer-mcp-server
A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

moonlabsai/enrich_b2b_mcp
A template server implementing the Model Context Protocol (MCP) with OpenAI, Anthropic, and EnrichB2B integration.

jboothomas/pure-model-context-protocol
A simple MCP server to interact with Pure storage arrays, retrieves realtime information from a Pure Storage FlashBlade array.

sydowma/crypto_exchange_mcp
A comprehensive MCP (Model Context Protocol) server implementation for cryptocurrency exchanges, supporting Bybit, Binance, and OKX. This package provides a unified interface to interact with both public APIs (market data) and private APIs (trading, account management).

jwaldor/mcp-scrape-copilot
A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

MaxWeeden/mcp-dnsdumpster
A Model Context Protocol (MCP) server for interacting with the DNSDumpster API, enabling AI assistants to perform detailed DNS reconnaissance through natural language requests.

johnneerdael/netskope-mcp
A comprehensive Model Context Protocol (MCP) server for managing Netskope Private Access (NPA) infrastructure through AI-powered automation.

markpitt/freeagent-mcp
A Claude MCP (Model Context Protocol) server for managing FreeAgent timeslips and timers. This server allows Claude to interact with your FreeAgent account to track time, manage timers, and handle timeslip operations.

yeshan333/webpage-summary-agent
A web page summarization agent tool based on mcp-agent and qwen, runnable in a Windows environment, used by creating a virtual environment with uv and configuring an API key.

getAlby/lightning-tools-mcp-server
This repository has been deprecated in favor of Alby MCP, which includes all the NWC tools along with additional lightning tools.

albert-launcher/mcp-gsuite
An MCP server project that provides interaction with Google products such as Gmail and Calendar, supporting multi-account management and various operations.

a2amarket/mcp-clamav
Simple ClamAV MCP that allows scanning files for viruses using the ClamAV engine.