Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

6,541 servers

Coding Standards MCP logo

Coding Standards MCP

ggerve/coding-standards-mcp

5

This MCP server provides tools for accessing coding style guidelines and best practices for various technologies (Java, Python, React).

Developer ToolsEducation & Learning
Neo4j Knowledge Graph Memory Server logo

Neo4j Knowledge Graph Memory Server

JovanHsu/mcp-neo4j-memory-server

5

MCP Neo4j Knowledge Graph Memory server is an enhanced memory storage system based on the Neo4j graph database, providing high-performance knowledge graph storage and retrieval for AI assistants.

DatabaseKnowledge Management
MCP Dataverse logo

MCP Dataverse

rajyraman/mcp-dataverse

5

The objective of this repo is to enable querying of Dataverse environment using SQL. You can use popular AI tools such as GitHub Copilot or Claude Desktop to query Dataverse, provided you add this MCP Server in the configuration.

DatabaseDeveloper Tools
Influxdb MCP Server logo

Influxdb MCP Server

idoru/influxdb-mcp-server

5

A Model Context Protocol (MCP) server that exposes access to an InfluxDB v2 instance using the InfluxDB OSS API v2. Mostly built with Claude Code.

DatabaseDeveloper Tools
Eunomia MCP Server logo

Eunomia MCP Server

whataboutyou-ai/eunomia-mcp-server

5

Open Source Data Governance for LLM-based Applications — with MCP integration.

Legal & ComplianceSecurity
umami_mcp_server logo

umami_mcp_server

jakeyShakey/umami_mcp_server

5

A Model Context Protocol (MCP) server that enhances Claude's capabilities by providing access to website analytics data from Umami. This server allows Claude to analyze user behavior, track website performance, and provide data-driven insights.

Research & DataMarketing
MCP Integration Suite logo

MCP Integration Suite

1nbuc/mcp-integration-suite

5

A ModelContextProtocol (MCP) Server for SAP Integration Suite. For more details/setup instructions please check out this blog.

Developer ToolsCloud Platform
MCP Flux Schnell logo

MCP Flux Schnell

bytefer/mcp-flux-schnell

5

A TypeScript-based MCP server that implements a text-to-image generation tool using the Flux Schnell model. This server integrates with Cloudflare's Flux Schnell worker API to provide image generation capabilities through MCP.

Developer ToolsImage & Video
pubmed_search logo

pubmed_search

wavelovey/pubmed_search

5

The server implements a simple note storage system with.

Note-TakingResearch & Data
MCP Reddit logo

MCP Reddit

wllcnm/mcp-reddit

5

This is a Reddit server based on the MCP (Model Context Protocol) protocol, specifically designed to interact with large language models such as Claude. Through this service, you can have AI assistants help you browse and interact with Reddit.

Research & DataSocial Media
DeepResearch logo

DeepResearch

ameeralns/deepresearchmcp

5

DeepResearch MCP is a powerful research assistant built on the Model Context Protocol (MCP). It conducts intelligent, iterative research on any topic through web searches, analysis, and comprehensive report generation.

Research & DataAI Chatbot
DocBase logo

DocBase

shogo-ma/docbase-mcp-server

5

MCP server for Docbase.

Knowledge ManagementDeveloper Tools
Windows System Control logo

Windows System Control

secretiveshell/mcp-windows

5

A tool that provides MCP services for the Windows API, supporting media control, sending notifications, window management, screenshots, display control, theme settings, Start menu and clipboard operations.

Entertainment & MediaOS Automation
MCP Linear Server logo

MCP Linear Server

skspade/mcp-linear-server

5

This server provides Linear integration capabilities through the Model Context Protocol (MCP). It allows AI models to interact with Linear for issue tracking and project management.

Developer ToolsProject Management
Yourware MCP logo

Yourware MCP

ai-zerolab/yourware-mcp

5

MCP server to upload your project to yourware. Support single file or directory.

Cloud StorageDeveloper Tools
Supabase Nextjs MCP Server logo

Supabase Nextjs MCP Server

tengfone/supabase-nextjs-mcp-server

5

This is a TypeScript-based MCP server that implements a simple notes system for NextJS. It demonstrates core MCP concepts by providing.

Note-TakingKnowledge Management
Cosense MCP Server logo

Cosense MCP Server

yosider/cosense-mcp-server

5

The following tools are available for interacting with Cosense pages.

Knowledge ManagementDeveloper Tools
Sample Cloud Spend MCP Server logo

Sample Cloud Spend MCP Server

aws-samples/sample-cloud-spend-mcp-server

4

This tool provides a convenient way to analyze and visualize AWS cloud spending data using Anthropic's Claude model as an interactive interface. It functions as an MCP server that exposes AWS Cost Explorer API functionality to Claude Desktop, allowing you to ask questions about your AWS spend in natural language.

MonitoringCloud Platform
Opcua MCP logo

Opcua MCP

kukapay/opcua-mcp

4

An MCP server that connects to OPC UA-enabled industrial systems, allowing AI agents to monitor, analyze, and control operational data in real time.

Home Automation & IoTDeveloper Tools
Txtai Assistant MCP logo

Txtai Assistant MCP

rmtech1/txtai-assistant-mcp

4

A Model Context Protocol (MCP) server implementation for semantic search and memory management using txtai. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities.

Knowledge ManagementAI Chatbot
kimcp logo

kimcp

zeikar/kimcp

4

KiMCP is a server project based on the Model Context Protocol (MCP), designed to integrate Korean local APIs (such as Naver, Kakao, TMAP, etc.) into LLM applications, offering services including blog search, news retrieval, and map navigation.

Location ServicesSearch Tools
MCP Server Kakao Map logo

MCP Server Kakao Map

cgoinglove/mcp-server-kakao-map

4

Korean location recommendation MCP server based on the Kakao Map API.

Location ServicesTravel & Transportation
Openrouter MCP Multimodal logo

Openrouter MCP Multimodal

stabgan/openrouter-mcp-multimodal

4

OpenRouter MCP Multimodal is a production-grade Model Context Protocol (MCP) server — listed on the official MCP Registry as io.github.stabgan/openrouter-multimodal. It connects AI coding agents (Cursor, Claude Desktop, VS Code, Windsurf, Cline, and others) to OpenRouter's unified LLM API over stdio.

Image & VideoAI Chatbot
URL Based MCP Server logo

URL Based MCP Server

sshh12/mcp-demo

4

URL MCP is a proof of concept stateless MCP server builder that allows users to build MCP servers without writing or hosting code. It's intended for protocol and security experimentation rather than for building real world MCP integrations.

Developer ToolsSecurity