MCP Servers

Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.

Multi-agent observability: cascade failure detection, heartbeats, and forensic replay

AI Intervention Agent: MCP server enabling real-time user intervention in AI-assisted development workflows.

AIDC MCP for OPR/BOD sizing, validation, and rackPlan layout from the shared 3D graph.

MCP server for AIRC protocol - Agent Identity & Relay Communication

Production-grade, version-aware Model Context Protocol server for Amazon Selling Partner API

Anima MCP server — 54 tools for AI agent communication, with email attachment support

MCP server for AnySite — five meta-tools (discover / execute / get_page / query_cache / export_data) over 30+ data sources including

To install dependencies:

Deep Apple Music curation: language-led selection, catalog grounding, and thoughtful listening flow.

The official AppSignal MCP server

Typed decision tools for AI agents, powered by TypeSafe Jev.

Read-only MCP gateway to 194 tokenized US equities on Robinhood Chain: quotes, holders, whale moves.

Diff a rendered UI element against its Figma source and get every drifted property with its delta.

Query ASIC registers in plain English — advisers, licensees, banned persons, liquidators.

Company data from official sources: new US businesses, registers, tech stack, open jobs, SEC.

Attestari's verdict on an npm or PyPI package version, asked before an agent installs it.

A Model Context Protocol server that connects Attio to LLMs

AutoCAD .NET API MCP server for AI coding tools (Claude Code, Cursor, etc.)

Search federal government contract opportunities from SAM.gov via Claude

Discover and explore Azure Verified Modules from the Bicep Public Registry