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  3. March 17, 2026

List of Top MCP Servers for March 17, 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
I-CAN-hack

PDF

Provides robust capabilities for reading, rendering, and searching PDF documents.

Data Science & ML
18
#2
BartWaardenburg

Recraft

Access AI-powered image generation, transformation, and style management with 16 specialized tools via the Recraft API.

Design Tools
#3
remete618

Widemem

Provides an advanced AI memory layer with intelligent importance scoring, temporal decay, hierarchical organization, and critical YMYL fact prioritization.

Data Science & ML
12
#4
PsychQuant

Che ICal

Provides comprehensive macOS Calendar and Reminders management through native EventKit integration, empowering AI models like Claude.

Productivity & Workflow
#5
cookiy-ai

Cookiy

Empowers AI agents with comprehensive user research capabilities, from study design to insight reporting.

Productivity & Workflow
#6
caiowilson

Memento

Provides AI agents with durable, high-signal repository memory and fast semantic code context through a local-first MCP server.

Learning & Documentation
#7
Azoraqua

Minestom

Provides a stdio Model Context Protocol server, integrating TanStack AI tool definitions to assist Minestom development.

Developer Tools
#8
zerowand01

Markplane

Manages projects with an AI-native, markdown-first approach, leveraging your Git repository as the primary project manager.

Developer Tools
13
#9
raye-deng

Open Code Review

Establishes a CI/CD quality gate for AI-generated code, proactively identifying issues such as hallucinated imports, stale APIs, and security anti-patterns.

Deployment & DevOps
#10
jsulmont

Lisp Protocol Kit

Enables Common Lisp developers to build and interact with applications using the Model Context Protocol (MCP) and Agent-to-Agent Protocol (A2A).

Developer Tools

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