List of Top MCP Servers for July 16, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
AgentRecall
Provides correction-first persistent memory for AI agents, enabling them to learn from mistakes and track behavioral change across sessions.
Ditto
Mines your past coding sessions and AI interactions to build a personalized agent profile, ensuring AI agents understand your unique work style.
Project OS for Codex
Provides an open-source control plane for Codex projects, offering visible agent progress, resumable work, and safe handoffs through Git-backed context.
Public.com
Connects AI assistants to Public.com brokerage accounts, enabling trading, order management, and portfolio viewing through natural language.
Claude Code Delegator
Delegate heavy-token tasks from Claude Code to a variety of cheaper, OpenAI-compatible models to significantly reduce AI costs without exiting your current session.
FocusRelay
Enables AI assistants to securely read, update, complete, and organize OmniFocus tasks and projects through documented Omni Automation APIs.
Nable
Empower AI agents with real-time FinOps insights across cloud and SaaS spend, delivering genuine savings and remediation as approved pull requests.
Knowit
Provides a shared, structured, and persistent memory layer for AI coding agents to improve task execution and knowledge retention.
Poolstatis
Provides agent-native product analytics designed for coding agents, enabling semantic metric registration and intelligent data querying.
Capital.com
Enables LLM-driven access to Capital.com trading accounts through the Model Context Protocol.