List of Top MCP Servers for March 12, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Cortex
Leverages AI and multi-chain technology to execute high-frequency flash arbitrage trades across various cryptocurrency exchanges and blockchains.
Lightdash
Connects AI assistants and Large Language Models (LLMs) to Lightdash analytics, enabling programmatic data discovery, chart creation, and dashboard management.
Open Ontologies
Orchestrate AI-native ontology engineering with a Rust-based engine for building, validating, querying, and reasoning over RDF/OWL ontologies.
CodeTree
Provides AI coding agents with structured code understanding through tree-sitter, significantly reducing token consumption.
Finam
Integrates Finam Trade API with AI assistants to enable natural language trading operations.
Schema.gov.it
Facilitates semantic interaction with the schema.gov.it data catalog, empowering AI agents to explore ontologies, analyze data coverage, and discover conceptual connections.
Flame
Control Autodesk Flame with natural language using Claude Code and the Model Context Protocol.
Anything
Convert any existing API into an MCP server to expose as tools for AI clients.
H1 Brain
Connects AI assistants to HackerOne, leveraging your bug bounty history to generate actionable hacking insights.
Commune Cookbook
Empower AI agents with real email and SMS capabilities through production-ready code examples.