MCP Servers
63,071 MCP servers for AI apps. Filter by category, badge and popularity.
Data & Analytics
Context Rot Detection & Healing — gives AI agents self-awareness about their cognitive state by analyzing token utilization, quality degradation, and session fatigue. Returns health scores (0-100), model-specific degradation curves for 15+ models, lost-in-the-middle risk scoring,
MCP server for accessing Japanese public data (statistics, corporate registry, real estate) from AI. Integrates three APIs: e-Stat Statistics API, Corporate Number Web-API, and Real Estate Information Library API. Covers about 1,700 municipalities nationwide.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.
