Discover the AI toolsyou need.
Launch the ones you build.

This repository offers reference implementations of Model Context Protocol (MCP) servers, showcasing secure and controlled access to various tools and data sources for LLMs.

Queries multiple Ollama models to provide diverse AI perspectives, synthesizing responses for comprehensive answers, enhancing Claude's advisory capabilities.

Snowflake MCP server enables data interaction and analysis via SQL queries and schema exploration, with configurable write access and insight aggregation.

This MCP server provides comprehensive security analysis by querying the VirusTotal API, offering detailed reports and relationship data for URLs, files, IPs, and domains.

SkySQL MCP server manages serverless MariaDB instances, interacts with AI agents, executes SQL, and handles credentials via API key authentication.

Screenpipe provides an AI-powered, local-first memory of your computer activity, enabling search and automation based on screen and audio capture.

Last9 MCP server provides AI agents with real-time production context (logs, metrics, traces) to assist in code troubleshooting and automated fixes.

DNStwist MCP server analyzes domain permutations to detect typosquatting and phishing risks, integrating with tools like Claude Desktop for security assessments.

OSP Marketing Tools provides a suite of LLM-powered tools for content creation, SEO optimization, and product positioning based on Open Strategy Partners' methodologies.

Web3 MCP provides access to Ankr's Advanced API, enabling LLMs to interact with blockchain data across multiple chains for querying and NFT/token information.

Firebase MCP enables AI assistants to interact with Firebase services like Firestore, Storage, and Authentication, offering read/write capabilities with service account credentials.

Filestash is a versatile, plugin-based file management platform that supports numerous storage protocols and authentication providers, offering extensive customization and integration capabilities.

An MCP server providing AI-powered search and querying of Vercel AI SDK documentation using the Google Gemini model, enabling contextualized responses.

Cloudflare MCP servers provide natural language access to Cloudflare services for configuration, data analysis, and automation, using the MCP protocol.

A system monitoring tool providing real-time CPU, memory, disk, network, host, and process information to LLMs via the Model Context Protocol (MCP).

About mcp-server

QGISMCP connects Claude AI to QGIS, enabling AI-assisted project creation, layer manipulation, and code execution within the QGIS environment.

mcp-k8s-eye provides comprehensive Kubernetes cluster management and diagnostics, including resource operations, analysis, and monitoring via multiple transport protocols.

This MCP server provides read-only access to MLB statistics and data via a tool-based interface, enabling AI applications to integrate baseball information.

The DB MCP Server provides a unified interface for AI models to interact with multiple databases (MySQL, PostgreSQL, SQLite, TimescaleDB) simultaneously, enabling SQL queries, schema exploration, and transaction management.

The Oura MCP server provides language models with access to Oura ring data, including sleep, readiness, and resilience metrics, via API calls.

MCP server providing access to various storage services (S3, Azure, GCS, etc.) via Apache OpenDAL, configured through environment variables.

An MCP server facilitating image generation and editing via OpenAI's API, supporting file output and base64 encoding with automatic file saving for large images.

apktool-mcp-server provides an automated interface to Apktool for Android APK analysis, integrating with LLMs via MCP for reverse engineering and vulnerability detection.