Professional toolkit for building Model Context Protocol servers with hot reload, scaffolding and best practices

"Improving MCP tool schemas for agent reliability" talk resources: MCP server, agents, evaluation code, and slides

Let AI drive Blender using MCP - Your favorite LLM can now do anything Blender can do!

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

Cross-system transaction forensics for SAP ERP and Salesforce CRM. Adapter-based MCP server with critic-loop pattern discovery. 1,639 TypeScript tests + 24 Python tests, 70+ test suites.

An MCP server that enables AI agents to automate and control VSCode

Proxilion MCP Security Gateway is a self-hosted, Docker-ready security gateway that provides real-time threat detection (<50ms P95 latency) against insider threats, compromised accounts, and rogue AI agents by analyzing tool calls from assistants like Copilot and Claude Code, achieving a 75-85% detection rate against sophisticated attacks.

MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset

NV Digital Open Operator System (NVoOS) is an Object-Oriented AI framework for WordPress connecting your data with OpenAI, Gemini, Anthropic, Hugging Face & Ollama (Local) models. It allows you to create & manage AI Assistants that can interact with users, access WordPress (API) data, & perform custom tool functions as a MCP Server & Chat Agent

Roll your own chat with just a few lines of code. Open source alternative to ChatKit. Use any model / provider. Built upon AI Elements from Vercel, AI SDK. Supports MCP, MCP-UI, and the MCP Registry out of the box.

Generic chat client which can connect to MCP servers

Sparkle: AI Collaboration Identity

Nancy's RAG backend and HTTP API/MCP server connectors.

AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Node.js, testing, linting, Git workflows. Zero-config setup, intelligent caching, extensible plugins.

A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.

This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic Orchestration Framework), users can leverage these Cortex AI features.

Production-grade newspaper agent with multi-source discovery, memory-backed context, and editor-ready email delivery.

Updated version of the Roblox Studio MCP Server with improvements

An external reconnaissnce MCP server for offensive security engagements

A collection of "agentic" MCP servers

MCP for AWS Cost Explorer and CloudWatch logs

Pharo Smalltalk implementation of Anthropic's Model Context Protocol (MCP) server specification. Enables LLMs like Claude to interact with Pharo applications.

Chain of Draft (CoD) MCP Server: An MCP server implementation of the Chain of Draft reasoning approach for more efficient LLM reasoning.

Write 10x better prompts using Prompt Engineer MCP server.