List of Top MCP Servers for July 12, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
pREST
Instantly generates a high-performance RESTful API over new or existing PostgreSQL databases, simplifying and accelerating application development.
BrowserAct Skills
Automates browser interactions for AI agents, enabling them to navigate complex websites, bypass anti-bot measures, and manage parallel, isolated browsing sessions.
Overleaf CLI
Sync, manage, and compile LaTeX projects directly from your terminal, providing seamless integration with Overleaf's cloud services.
Kinocut
Provides guardrailed video editing capabilities for AI agents, encompassing structured tools for FFmpeg, cinematic planning, and media analysis.
Whois
Provides a self-hosted WHOIS and RDAP API for querying domain, IPv4/IPv6, CIDR, and ASN information, including an MCP server.
Nora
Provides a self-hosted control plane for deploying, monitoring, and operating OpenClaw and Hermes AI agent fleets on Docker or Kubernetes infrastructure.
HotClip
Automate the clipping of long videos and livestreams into viral 9:16 short-form videos locally, without watermarks or credit systems.
Hersona
Systematizes and provides 346 reusable character attributes to compose, measure, and port AI agent personas across various LLMs and frameworks.
Scanner
Indexes C++ repositories to provide structured code data, dependency graphs, and importance rankings for AI coding agents.
PineForge Backtest
Transpile and backtest PineScript v6 strategies locally with high-fidelity, TradingView-parity results.