🩺 A diagnostic tool for MCP servers - analyze agent-friendliness, debug issues, and ensure best practices compliance

XiaoHongShuMCP

mcp reddit

mcpchecker

An MCP server to infuse wisdom into your AI agent.

Code Mode MCP server for App Store Connect — 923 endpoints through 2 tools

An AI MCP server for apollo.io

ai agents and mcp

MCP server for Backlog, project management service.

A minimal, modular MCP server that equips your AI with practical capabilities for real-world threat hunting workflows.

An MCP server for Wave

Spec-driven Go MCP server template for building domain MCPs with AI-agent onboarding.

Model Context Protocol (MCP) and Agent Client Protocol (ACP) client/server library for Elixir

TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources (Google, Bing, etc.) via SearchAPI.site

A Model Context Protocol (MCP) server for Microsoft 365 integration. Provides 24 consolidated tools for email, calendar, Teams, planner, and notifications through the Microsoft Graph API.

Open Threat Classification (OTC) — 10 threat patterns for AI agent skills, MCP servers, and plugins. CC-BY-4.0.

The AI-First CMS — Build and manage websites entirely with AI through Model Context Protocol (MCP)

Self-contained web search MCP server. 7 backends with automatic fallback. Pure Rust. Works from any IP.

Agentic AI server in Rust. Multi-provider LLM routing, tool calling, RAG, MCP, multi-tenant workflows.

The most comprehensive MCP server for Meta's business platform. 200+ tools covering Facebook Pages, Instagram, Threads, Ads Manager, Commerce, Conversions API, Audiences, Insights, and Ad Library.

MCP server for AI image generation, transformation, and style management via the Recraft API. 16 tools for text-to-image, inpainting, vectorization, upscaling, and more.

Obsidian plugin bridging your vault with the RuVector Brain — DiskANN semantic search, AIDefence scanning, pi.ruv.io federated sync, DPO pairs, agent-shared MCP backend.

Open source knowledge management pipeline — passive recall, append-only intake, tiered compilation, configurable schemas

A Windows-native automation API, packaged as an MCP server, that gives AI agents the same system-level desktop control that AppleScript gives on macOS.