List of Top MCP Servers for February 24, 2026

Express REST API Generator

Generates comprehensive RESTful APIs and MCP servers using Express.js for rapid application development.

GoPeak

Empowers AI assistants to run, inspect, modify, and debug real Godot Engine projects end-to-end.

Draw.io

Generates Draw.io XML directly for programmatic diagram creation, requiring no browser extension or Draw.io instance.

Architectural Snapshot

Generates compact architectural snapshots of code repositories, providing AI agents with structured context.

Codegraph

Generates an always-fresh, function-level code dependency graph with sub-second incremental rebuilds, supporting local semantic search and impact analysis for AI agents.

HexStrike AI Community Edition

Automate penetration testing, vulnerability discovery, and bug bounty workflows by bridging large language models with offensive security capabilities.

FORTHought

Establishes a locally-hosted AI research platform for Physics/STEM labs, integrating MCP tool servers for spectroscopy, XRD, SEM, literature search, and OriginLab automation, leveraging Open WebUI with AMD ROCm.

Context42

Provides AI assistants with semantic search over local documentation and coding guidelines, ensuring privacy and data security.

ZKettle

Securely share self-destructing secrets using zero-knowledge encryption and client-side processing.

LxRAG

Provides a memory and code intelligence layer specifically designed for LLM agents.