Discover Awesome MCP Servers

MCP Imagen Server

Enables text-to-image generation, style transfer, background removal, and automatic image cropping using Google's Imagen AI models through the Model Context Protocol.

🔒 Minimal Entra ID-authenticated MCP Server

Demo showing how to use Entra ID with MCP servers without passing access tokens through.

Zotero Chunk RAG

Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.

FastMCP Production-Ready Server

A production-ready MCP server that enables users to interact with Neo4j databases through health checks and Cypher query tools. It features a structured, containerized architecture with built-in support for Azure deployments and environment-driven configuration.

MCP Blog API

A simple blog API service built with FastMCP that allows users to fetch all blogs, search for blogs by title, and add new blog posts.

Core Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document management, folder operations, metadata handling, search, and content extraction through a standardized interface.

ComfyUI MCP Server

Enables Claude to generate images through a local ComfyUI instance using Stable Diffusion and SDXL models via natural language. Users can trigger image generation, list available checkpoint models, and monitor the ComfyUI queue status directly from their MCP client.

MOF Tools MCP Server

A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

ReportPortal MCP Server

MCP server for ReportPortal

mcp-servers

TBD

Omotenashi QR MCP Server

Enables text-to-speech generation through the Omotenashi QR API, supporting multiple languages (Japanese, English, Chinese, Korean) with customizable voice speakers and speed settings.

Chimera MCP Server

A personal AI memory system that creates a cognitive hub connecting to Notion, enabling semantic search and relationship navigation of your knowledge through a graph database for AI assistants.

DHIS2 MCP Server

Enables comprehensive interaction with DHIS2 health information systems through 40+ tools covering complete Web API functionality. Supports data management, tracker programs, analytics, and bulk operations for DHIS2 development and administration.

GLM Vision Server

Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports analyzing both local image files and URLs with customizable prompts and parameters.

etcd-mcp-server

An MCP server for etcd for AI clients to interact with

Wireshark MCP

An MCP server that enables LLMs to analyze pcap files by providing tools for packet dissection, stream following, and data extraction via tshark. It supports protocol hierarchy analysis, credential scanning, and threat intelligence checks on captured network traffic.

time-mcp

Time MCP Server is a server implementation that provides time aware capabilities for large language models, supporting functions such as obtaining current time, relative time, and timestamp conversion.

mcp-cloudwatch-tracker

MCP Server for tracking logs with AWS CloudWatch

Invoices Generator MCP Server

Provides access to the Invoices Generator API to create professional, customizable invoices with detailed buyer, seller, and service information. It supports multiple languages, currencies, and tax configurations through a standardized tool interface.

RagAlgo MCP Server

Provides access to Korean financial news and market data (stocks and crypto) with AI-ready mathematical scoring to prevent hallucinations. Includes tools for news retrieval, chart analysis, financial statements, tag matching, and trend analysis.

Gemini Collaboration MCP Server

Enables Claude to collaborate with Gemini for code reviews, second opinions, and iterative software development. It facilitates multi-step workflows including PRD creation and code generation through an AI orchestration framework.

JSM Assets MCP Server

Enables AI assistants to search and browse Jira Service Management Assets data using AQL queries, schema exploration, and hierarchical object searches. It features robust automatic pagination to ensure reliable retrieval of complete asset datasets.

OpenWebUI MCP Server

A bridge between LLMs and OpenWebUI workspaces that enables managing projects, notes, and knowledge bases. It supports safe project configuration updates through a propose-evaluate-apply workflow and direct file uploads to knowledge bases.

MCP Server Boilerplate

A starter template for building custom MCP servers with example implementations of tools, resources, and prompts. Includes TypeScript support and installation scripts for Claude Desktop, Cursor, and other MCP-compatible clients.

Spotify MCP Server

Provides 51 granular tools for Spotify control and data retrieval, optimized for building dynamic HUDs and music interfaces with direct access to individual playback states, track info, device controls, and library management.

Unbundle OpenAPI Specs MCP

Unbundle OpenAPI Specs MCP

Roblox Documentation MCP Server

Enables AI agents to intelligently search and retrieve Roblox documentation through semantic search and vector embeddings, providing natural language access to complete Roblox Creator Documentation.

YouTube MCP Server

A Model Context Protocol server that enables AI assistants to access YouTube data in real-time, with capabilities for searching videos, analyzing channels, retrieving video details, and extracting transcripts.

Magazine Photography MCP

A visual vocabulary server that translates specific magazine aesthetics and photography styles into locked parameters for consistent, era-authentic image generation. It enables users to apply publication-style color grading, lighting, and composition strategies to prompts for reproducible and historically accurate results.