6192 Model Context Protocol servers — searchable, rated, ready to install.
Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor sandboxes.
Smart city builder game MCP server by Gera Systems. Build cities, earn GeraCoins.
Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.
UX research platform: manage studies, browse templates, read responses and analytics.
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transports.
AI-powered application security testing — scan APIs, discover endpoints, and find vulnerabilities.
Detect prompt injection, jailbreaks, and code injection in untrusted text before it reaches an LLM.
Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode.
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scenarios, read metrics.
MCP for ROS 2 monitoring, debugging, and managing nodes, topics, services, and TF2 frames.
Source code search for every package on PyPI and npm.
Zuul CI — build failure analysis, log search, pipeline status, and job configuration
Ingeniux CTnP MCP server for personalization, A/B testing, and audience management.
Search Facebook ads, decode competitor creative strategy, and track brand ad history.
A decision surface for typography: curate font directions on your real site, ship next/font code.
AI agent security: 7 MCP tools for injection detection, PII scanning, command safety, DLP.
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.
Ten formal algebra for machine intelligence — encode, decode, compose, and verify
AI assistant access to .NET SDK for projects, packages, building, testing, and development tools.
Katalon True Platform MCP: design tests, run with AI, upload reports, assess release readiness.
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API keys.
Your AI agent builds interactive block-based courses over MCP; take them at learnwithagents.app.
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