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List of Top MCP Servers for March 10, 2026

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

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#1
vinkius-labs

Vurb

Provides an MVA framework for production Model Context Protocol (MCP) servers, enabling structured perception for AI agents while ensuring zero hallucination and data leaks.

API Development
213
#2
tercumantanumut

Selene

Run AI agents locally to automate tasks across messaging platforms, code development, and content creation, keeping your data on your device.

Productivity & Workflow
151
#3
symgraph

IDAssist

Integrates IDA Pro's powerful analysis capabilities with large language models, serving as an MCP server plugin for LLM clients.

Security & Testing
26
#4
dx111ge

Engram

Provides a high-performance knowledge graph engine combining graph storage, semantic search, logical reasoning, and continuous learning for AI systems.

Data Science & ML
11
#5
Destrayon

Connapse

Transforms documents into searchable knowledge bases, empowering AI agents with enhanced retrieval capabilities.

Content Management
#6
carloluisito

Mind Keg

Establishes a persistent memory server for AI coding agents, enabling them to retain and access critical knowledge across different sessions.

Data Science & ML
#7
Synergix-lab

WRAI.TH

Orchestrates multi-agent AI systems, presenting their operations as an interactive management game.

Data Science & ML
#8
Cloudzero

CloudZero Plugin Marketplace

Provides comprehensive cloud cost analysis capabilities through AI-powered plugins for Claude Code using the CloudZero MCP server.

Analytics & Monitoring
17
#9
lENADRO1910

Cuba Memorys

Provides AI agents with persistent long-term memory capabilities through a knowledge graph, Hebbian learning, and anti-hallucination mechanisms.

Developer Tools
#10
AceDataCloud

NanoBanana

Enables AI image generation and editing powered by Google's Nano Banana model through the AceDataCloud API for seamless integration with Model Context Protocol clients.

Design Tools

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