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Who needs MCP servers?

System Integrator

Tools for seamless integration of different systems and services.

Cloud Architect

Cloud infrastructure and deployment management tools.

Creative Designer

AI-powered tools for creative design workflows across 3D and 2D mediums.

Product Manager

AI-powered tools for product development, design review, and performance monitoring.

Operations Manager

Tools for monitoring, analytics, and operational efficiency.

sylphlab pdf reader mcp avatar

sylphlab pdf reader mcp

by sylphxltd

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

pdf-parsetypescriptnodejspdf-readerpdfmcpaiai-agentllm-toolmodel-content-protocolpdf-parserstdio
mario andreschak mcp veo2 avatar

mario andreschak mcp veo2

by mario-andreschak

MCP for Video- or Image-Generation with Google VEO2

gomcpmcp-serveraiimage-generationvideo-generation
junjiem dify plugin mcp compat dify tools avatar

junjiem dify plugin mcp compat dify tools

by junjiem

Dify 1.0 Plugin Convert your Dify tools's API to MCP compatible API

pluginmcpapitool
jezweb openai mcp avatar

jezweb openai mcp

by jezweb

MCP server that enables Roo Code to make OpenAI API calls, with full support for DALL-E image generation

apiopenaimcpai
davidkingzyb SCAST avatar

davidkingzyb SCAST

by davidkingzyb

Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI.

jsmcpcodereviewvisualizationd3aimermaidollama
yamadashy repomix avatar

yamadashy repomix

by yamadashy

📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

artificial-intelligencegenaimcpdeepseekaigeminilanguage-modelgptgenerative-aideveloper-toolsclaudetypescriptchatgptopenaitoolanthropicjavascriptllamallmchatbotnodejs
xiaolaa2 midi file mcp avatar

xiaolaa2 midi file mcp

by xiaolaa2

A powerful MCP tool for parsing and manipulating MIDI files based on Tone.js. This library leverages the Model Context Protocol (MCP) to enable AI assistants to easily read, analyze, and modify MIDI files without dealing with the complexities of the MIDI file format.

toolmcpai
wheattoast11 mcp video gen avatar

wheattoast11 mcp video gen

by wheattoast11

Luma AI Video + Audio + Image Generation and RunwayML Video Generation from Image and Text

mcpvideo-to-audiogen3airay-2runwayml-apiphoton-1runwaymltext-to-video-generationimage-to-video-generationlumalumaai
stabgan openrouter mcp multimodal avatar

stabgan openrouter mcp multimodal

by stabgan

MCP server for OpenRouter providing text chat and image analysis tools

toolmcp
MiniMax AI MiniMax MCP avatar

MiniMax AI MiniMax MCP

by MiniMax-AI

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

mcp-toolsapivoice-cloningmcptext-to-speechtext-to-imagemcp-serveraiimage-to-videoimage-generationtext-to-videovideo-generation
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googleapis genai toolbox

by googleapis

MCP Toolbox for Databases is an open source MCP server for databases.

goapitoolgenaimcpaillmsdatabasesdatabase
rjadhavJT docgen mcp avatar

rjadhavJT docgen mcp

by rjadhavJT

Documentation Generator MCP Server for automated documentation creation

mcp
randomm files db mcp avatar

randomm files db mcp

by randomm

mcpdatabase
PuroDelphi mcpFirebird avatar

PuroDelphi mcpFirebird

by PuroDelphi

Implementation of Anthropic's MCP protocol for Firebird databases.

mcpdatabase
pinkpixel dev MCPollinations avatar

pinkpixel dev MCPollinations

by pinkpixel-dev

A Model Context Protocol (MCP) server that enables AI assistants to generate images, text, and audio through the Pollinations APIs. Supports customizable parameters, image saving, and multiple model options.

text-generationmodel-context-protocolpollinations-aivoice-chatapitext-to-speechfluxmcpmcp-serverstable-diffusionmodelcontextprotocolaisdxltext-chatimage-generationvoice-assistantmodel-context-protocol-serverspollinations
MartinSchlott BetterMCPFileServer avatar

MartinSchlott BetterMCPFileServer

by MartinSchlott

mcp
kmexnx excel to pdf mcp avatar

kmexnx excel to pdf mcp

by kmexnx

An MCP server that can convert Excel (.xls/.xlsx) and Apple Numbers (.numbers) files to PDF

mcp
aviveldan datagov mcp avatar

aviveldan datagov mcp

by aviveldan

MCP server for Israel Government Data

gomcp
302ai 302 file parser mcp avatar

302ai 302 file parser mcp

by 302ai

302 File Parser Mcp

mcpai
jbchouinard mcp document reader avatar

jbchouinard mcp document reader

by jbchouinard

MCP tool for LLM interaction with EPUB and PDF files.

mcptool
ifmelate mcp image extractor avatar

ifmelate mcp image extractor

by ifmelate

MCP server which allow LLM in agent mode to analyze image whenever it needs

mcpcursor-aiimage-processingaimcp-servercursor
FutureUnreal mcp pdf2md avatar

FutureUnreal mcp pdf2md

by FutureUnreal

PDF to Markdown conversion tool

mcptool
chaindead telegram mcp avatar

chaindead telegram mcp

by chaindead

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.

mcpaimtprototelegram-apitelegrammcp-server
arathald mcp editor avatar

arathald mcp editor

by arathald

Port of Anthropic's file editing tools to an MCP server

mcptool
amotivv cloudflare browser rendering avatar

amotivv cloudflare browser rendering

by amotivv

This project demonstrates how to use Cloudflare Browser Rendering to extract web content for LLM context. It includes experiments with the REST API and Workers Binding API, as well as an MCP server implementation that can be used to provide web context to LLMs.

browsercloudflaremcpcloudbrowser-automationweb-scrapingapi
alejandroBallesterosC document edit mcp avatar

alejandroBallesterosC document edit mcp

by alejandroBallesterosC

A lightweight MCP server for processing, editing, and interacting with PDF, Word, Excel, and CSV documents.

mcp
admica FileScopeMCP avatar

admica FileScopeMCP

by admica

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

pythonmcpai
0xKoda WireMCP avatar

0xKoda WireMCP

by 0xKoda

An MCP for WireShark (tshark). Empower LLM's with realtime network traffic analysis capability

llmwiresharkmcpnetwork-analysis
qhdrl12 mcp server gemini image generator avatar

qhdrl12 mcp server gemini image generator

by qhdrl12

MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities.

gomcpai
piyushgIITian github enterprice mcp avatar

piyushgIITian github enterprice mcp

by piyushgIITian

MCP Server for the GitHub Enterprise APIs, enabling file operations, repository management, search functionality, and more.

mcpapigithubsearch
excel-mcp-server avatar

excel-mcp-server

by haris-musa

A Model Context Protocol server for Excel file manipulation

mcpautomationtoolcallingexcelmcp-serveraiCommunity Serversllmsse
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mcp-databricks-server

by JordiNeil

MCP Server for Databricks

Community Servers
dataset-viewer avatar

dataset-viewer

by privetin

MCP server for Hugging Face dataset viewer

Community Servers
Image-Generation-MCP-Server avatar

Image-Generation-MCP-Server

by GongRzhe

This MCP server provides image generation capabilities using the Replicate Flux model.

Community Servers
Filesystem avatar

Filesystem

by

Secure file operations with configurable access controls

Browser Automation
GitHub MCP Server avatar

GitHub MCP Server

by jpshack-at-palomar

MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.

databasemongodbcommunity
EverArt MCP Server avatar

EverArt MCP Server

by erdnax123

Image generation server for Claude Desktop using EverArt's API.

databasemongodbcommunity
Firecrawl avatar

Firecrawl

by Mendable AI

Extract web data with Firecrawl

web-crawlingdata-extractionofficial
Needle avatar

Needle

by Needle AI

Production-ready RAG out of the box to search and retrieve data from your own documents.

ragsearchdocumentsofficial
Tavily avatar

Tavily

by Tavily AI

Search engine for AI agents (search + extract) powered by Tavily

searchaiextractionofficial
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Frequently Asked Questions

What is MCP?

MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications, providing a standardized way to connect AI models to different data sources and tools.

What are MCP Servers?

MCP Servers are lightweight programs that expose specific capabilities through the standardized Model Context Protocol. They act as bridges between LLMs like Claude and various data sources or services, allowing secure access to files, databases, APIs, and other resources.

How do MCP Servers work?

MCP Servers follow a client-server architecture where a host application (like Claude Desktop) connects to multiple servers. Each server provides specific functionality through standardized endpoints and protocols, enabling Claude to access data and perform actions through the standardized protocol.

Are MCP Servers secure?

Yes, MCP Servers are designed with security in mind. They run locally with explicit configuration and permissions, require user approval for actions, and include built-in security features to prevent unauthorized access and ensure data privacy.

View all FAQs