Model Context Protocol servers that extend AI capabilities
ATR Community
Python engine for Agent Threat Rules (ATR) -- the open detection standard for AI agents (like Sigma, but for prompt injection, tool poisoning, and MCP attacks). 311 rules, Cisco AI Defense shipped, 97.1% garak recall.
...moreoutscraper-api
Official Outscraper MCP server for business discovery, Google Maps intelligence, company enrichment, reviews, contact data, and structured web extraction.
...moremehrang0
MCP server for Outfeed.ai — schedule and publish to 9 social platforms from any AI assistant
dvd-rsnw
Model Context Protocol server for Drone CI — read pipeline status, fetch failed-step logs, restart builds, and more from your AI assistant.
...moreambrosiocompany
MCP server that protects your AI context window via sandboxed execution and smart indexing
matiasxth
Architecture-as-Code for AI Agents. Scan your codebase, generate machine-readable architecture maps.
ithiria
NotebookLM-quality document Q&A with per-passage citations via official Gemini File Search API. Upload docs, ask questions, get zero-hallucination answers with structured citations.
...moreaidhd
Migrate your AI relationship from any platform to Claude. Your AI belongs to you.
varghq
MCP server for varg.ai — AI video, image, speech, and music generation for Claude Desktop, Claude Code, and other MCP clients
...moreMCP Adapter for Subway Open Platform - Exposes open platform APIs as MCP tools
Zach Edwards
WordPress operator MCP server — 25 task-scoped tools for Claude and other LLM agents. App-password auth, REST API, local-first, stdio transport.
...morecybertron288
Igris SDK — TypeScript client for the Igris MCP Gateway
Transparent MCP proxy that reduces token cost of large tool responses via content-aware handles
40verse
The universal API-to-MCP bridge. Any API. Any protocol. Token-aware.
GitHub Actions
Multi-discipline standards for software teams - machine-readable, AI-native, human-friendly
Amazon Web Services
An AWS Labs Model Context Protocol (MCP) server for AWS Application Signals
tstrebitzer
Silkweave Auth - Bearer token and OAuth 2.1 support for MCP servers
Amazon Web Services
An AWS Labs Model Context Protocol (MCP) server for AWS Step Functions
Amazon Web Services
An AWS Labs Model Context Protocol (MCP) server for AWS Lambda Tools
apesin
MCP server for FieldOps — WhatsApp-native booking, payment collection, invoice recovery, and staff coordination for cleaning and field service businesses. Use from Claude Desktop, Cursor, or any MCP client.
...moredingdawg.com
Governed AI agent payments. Budget gates, audit trails, spend policies on x402 stablecoin rails. Every payment receipted.
...moreAlibaba Cloud
Local stdio MCP proxy for Alibaba Cloud OpenAPI MCP servers.
Kubernetes deployment intelligence — typed query tools + AI-synthesised risk briefs. CLI + MCP server.
scrapfly
Scrape any website, extract structured data, and collect web content at scale with AI agents