Atlan AI Agent Toolkit

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

MCP server that allows LLMs to connect to and execute code using Piston

Build Model Context Protocol (MCP) servers, clients, and gateways using the NestJS ecosystem you already know.

Keryx: The Fullstack TypeScript Framework for MCP and APIs

Explorium B2B Data - MCP Server

Dynamic MCP server toolkit for runtime toolset management with Fastify transport and meta-tools

Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.

llmmcp is a Model Context Protocol (MCP) server that provides real-time, up-to-date documentation for major LLM providers (OpenAI, Anthropic, and Google Gemini).

MCP Server for DeepSeek API - enables MCP clients to use DeepSeek Chat and Reasoner models

Tools for securely exploring your iMessage history with AI. Spotify Wrapped for texts, conversation analytics, search, streaks, and more. Read-only MCP server for macOS.

Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

The Most Comprehensive ServiceNow AI Toolkit — 400+ tools. Connect Claude, ChatGPT, Gemini, Cursor & any AI to ServiceNow. ITSM, ITOM, HRSD, CSM, Flow Designer, Scripting, Portal & more.

Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server

AI-powered cross-platform MCP server exposing LLM-accessible tools to list and terminate OS processes via natural language queries

Use AWS S3 as a cheap document database.

A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patch, and manage files safely and efficiently. Built for reliable, structured, and controlled filesystem interaction.

An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)

The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

Examples and tutorials for building AI applications with watsonx.ai Flows Engine

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.

MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.

MCP server for Tilt - enables LLMs to interact with your Tilt dev environment for building, deploying, and debugging Kubernetes workloads

Official SDK for Rulecatch — AI coding analytics, monitoring, and rule enforcement for Claude Code, Cursor, and AI coding assistants

MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI

Unified MCP server for email access across Gmail, Outlook, iCloud, and IMAP