The real catalog of tools for AI agents

Java profiling MCP via jcmd/jfr/jps. Diagnose performance, analyze threads, inspect JFR recordings.

Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

Maven Central MCP — Java/JVM artifact registry

Drive Java desktop apps from an AI agent, through the JVM's own accessibility tree

Java class CAFEBABE, bytes discarded

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.

MCP server for Google Business Profile: locations, reviews, local posts and performance metrics.

Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.

Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents

performance-review MCP — wraps StupidAPIs (keyless — no credential needed)

Verify or mint zero-knowledge track-record credentials (VTR-1) without revealing the strategy.

Acting direction for AI video and voice: state-based behaviour kits and a free prompt linter.

Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.

TikTok organic analytics — video performance, engagement metrics, and profile insights.

Public, read-only professional profile and current availability for Alex Polonsky.

provides AI-powered PostgreSQL performance tuning capabilities.

League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

Bank-scoped TBPI analytics for community bank executives. Perlucem account required.