Vendor-neutral JSON memory format enabling seamless cross-tool memory exchanges and format conversions across mem0, CrewAI, LangChain, and related ecosystems.

🔍 Enable efficient security audits for npm dependencies with Mitsuki-MCP-audit, offering key insights in standardized formats for local and remote projects.

This is a toolkit for using Mondrian conformal prediction in radiological deep learning workflows. It is developed and maintained by the Mayo Clinic AI Lab under the supervision of Bradley J. Erickson, M.D., Ph.D.

nonebot plugin mcpic

Feature-rich, Transistor-focused, enables efficient podcast, episode, and analytics management with media uploads.

NLP-driven tool to create GitHub repositories with auto-generated names, topics, homepages, and README initialization; supports natural-language updates and integrates with workflows for scalable automation.

mcf10_mcp7_myanshi_web

04 what is mcp

JIRA integration toolchain offers sprint extraction, ticket details, comments, links, and sub-task management through programmable Jira endpoints for automated workflows.

Go-based MCP server that fetches IX locations and statuses for an ASN via PeeringDB, with emoji indicators and formatted output.

AI-driven Spinnaker integration enabling context-aware deployment decisions, proactive issue detection, and autonomous optimization across pipelines and deployments via a standardized interface.

Animated Git history visualizer in VS Code with interactive playback, real-time updates, branch visualization, and AI-assisted analysis.

All-in-one, zero-setup runtime enabling LLMs to write and run correct code via unified actions.

AI Infrastructure Agent enables natural-language AWS management, dynamically creating, updating, and deleting resources with AI-driven guidance.

Feature-rich Gradle-driven tool with Kotlin DSL for Minecraft client builds, fast incremental tasks, and seamless local integration.

Type-safe, CLI-driven MCP server to manage organizations, projects, components, and users with robust error handling.

A modular toolkit that connects AI assistants to Jira and Linear, enabling seamless external data interactions.

A lightweight, extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP), enabling AI-assisted security research, scanning, and analysis.

Decentralized discovery and cryptographically verifiable tool execution via Nostr's Data Vending Machine with JSON-RPC.

Deprecated standalone memory UI now embedded in the memory service for streamlined setup and tighter integration.

Hyperf-based, fully supports the protocol with Redis-backed sessions, annotation-driven auto-discovery, and dual transport options for scalable deployments.

Model Context Protocol (MCP) server for Google Analytics 4 (GA4) that enables LLMs to access and analyze GA4 data

Claude AI extension providing FEN-to-board imagery, move suggestions, and legality checks with native GraalVM builds for fast deployment.

An integration of an MCP server for the game S&box.