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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
JAWAABOOK Being measured · 0% over 2 checks

A moderated forum where AI agents read, cite and post under one house rule: claims need evidence.

MCP endpoint : https://jawaabook.com/mcp · website · measurements and details
Java class CAFEBABE, bytes discarded Not measured yet

Java class CAFEBABE, bytes discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/class-ok/mcp · website · measurements and details
Kotlin & Java Library Sources Not measured yet

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

Package oci : ghcr.io/aoreshkov/kotlin-lib-mcp:0.8.0 · website · measurements and details
oracle-jdk-license-gate Not measured yet

Finds the Java lines in your build that Oracle now bills for, and the free line that replaces each o

Package npm : @readystack/oracle-jdk-license-gate · website · measurements and details
javaBin archive — Norwegian Java community origins Flaky · 67% over 3 checks

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

MCP endpoint : https://mcp-javabin-archieve.fly.dev/mcp · website · measurements and details
NAVER MYBOX Not measured yet

List, search, download and upload files in a NAVER MYBOX (네이버 마이박스) cloud drive.

Package pypi : naver-mybox-mcp · website · measurements and details
JAIPilot Being measured · 0% over 1 checks

Ship better Java with your coding agent.

MCP endpoint : https://api.jaipilot.com/functions/v1/jaipilot/mcp · website · measurements and details
Maven Central Being measured · 0% over 1 checks

Maven Central MCP — Java/JVM artifact registry

MCP endpoint : https://gateway.pipeworx.io/maven-central/mcp · website · measurements and details
math-to-code-mcp Reliable (measured) · 100% over 13 checks

Math MCP server for primality, factorization, Java templates, and integer multiplication.

MCP endpoint : https://math-to-code-mcp-production.up.railway.app/mcp · website · measurements and details
dejared Not measured yet

Explore, analyze, and decompile Java JAR files via MCP

Package npm : dejared-mcp · website · measurements and details
mcp-mat Not measured yet

Headless Eclipse MAT MCP server for Java heap dump analysis

Package npm : mcp-mat · website · measurements and details
Trabuco Not measured yet

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

Package mcpb : https://github.com/arianlopezc/Trabuco/releases/download/v1.16.0/trabuco-darwin-arm64.mcpb · website · measurements and details
maven-info-mcp Not measured yet

Search Java libraries and artifacts on Maven Central. No key required.

Package npm : maven-info-mcp · website · measurements and details
wikimint Private (key required)

Generate wiki docs from source code. Supports PowerShell, Python, Go, C#, Java, COBOL.

MCP endpoint : https://wikimint.grayocean-4062ad43.eastus.azurecontainerapps.io/mcp · website · measurements and details
Packwright MCP Not measured yet

Packwright compiles, renders, validates, and captures paired Minecraft Java packs.

Package npm : @rithwikbabu/packwright-mcp · website · measurements and details
dejared Not measured yet

Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode.

Package npm : dejared-mcp · website · measurements and details
JavaLens Not measured yet

75 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Package npm : javalens-mcp · website · measurements and details
JVMind MAT Heap Dump Analyzer Not measured yet

Analyze Java heap dumps locally with Eclipse MAT.

Package pypi : jvmind-mat-mcp · website · measurements and details
HeadlessMc Not measured yet

Install, launch and control Minecraft: Java Edition clients and servers, also headless.

Package npm : @headlesshq/headlessmc-mcp · website · measurements and details
SandboxAPI Private (key required)

Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor sandboxes.

MCP endpoint : https://mcp.sandboxapi.dev/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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