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  3. February 20, 2026

List of Top MCP Servers for February 20, 2026

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

Also explore:Top 100 Leaderboard•Browse by Category•Search MCP Servers
#1
airweave-ai

Airweave

Connects to diverse data sources to provide a unified context retrieval layer for AI agents and RAG systems.

Data Science & ML
5,976
#2
excalidraw

Excalidraw

Stream hand-drawn diagrams with smooth camera control and interactive editing within Model Context Protocol (MCP) compatible clients.

Collaboration Tools
3,233
#3
mims-harvard

ToolUniverse

Democratizes AI scientists by providing an ecosystem for creating powerful research partners from any large language model.

API Development
1,084
#4
kryptobaseddev

CLEO

Orchestrates production-grade task management for AI coding agents and solo developers, ensuring anti-hallucination protection and persistent, structured memory.

Productivity & Workflow
126
#5
daymonio

Daymon

Automate and enhance your AI agent's capabilities with scheduled tasks, persistent memory, and background processes running locally.

Productivity & Workflow
377
#6
HZYAI

RagScore

Generate high-quality QA datasets from documents and evaluate Retrieval-Augmented Generation (RAG) systems with speed and privacy across various environments.

Data Science & ML
30
#7
btouchard

Herald

Bridges Claude Chat and Claude Code, enabling remote AI-assisted code development and orchestration on a self-hosted workstation.

Developer Tools
32
#8
qrussell

Wemo Ops Center

Locally manage, provision, and automate Belkin Wemo smart home devices without relying on cloud services.

Productivity & Workflow
30
#9
redf0x1

CamoFox

Empower AI agents to navigate, interact with, and automate the web seamlessly without encountering bot detection.

Browser Automation
32
#10
bruno-portfolio

Agrobr

Connects large language models to real-time Brazilian agricultural data from 10 public sources.

Data Science & ML
20

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