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  3. March 22, 2026

List of Top MCP Servers for March 22, 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
bartholomej

CSFD API

Scrape, query, and export data from ČSFD.cz, and integrate it with AI models via an MCP server.

Web Scraping & Data Collection
46
#2
crisnahine

Rails AI Context

Automatically introspects Rails applications to provide AI assistants with comprehensive context, significantly reducing token usage and improving code generation.

Productivity & Workflow
40
#3
ShunsukeHayashi

GitNexus Stable Ops

Ensures reliable and stable operation of GitNexus, providing a robust workflow for code intelligence, impact analysis, and safe refactoring.

Deployment & DevOps
30
#4
k1p1l0

Claude Telegram Supercharged

Enhances the official Claude Code Telegram plugin with advanced messaging, memory, and automation features.

Data Science & ML
26
#5
runzhliu

WeLink

Analyzes local WeChat chat data to reveal insights into relationships, communication patterns, and emotional trends.

Data Science & ML
20
#6
KirChuvakov

UEFN Remote Control

Enables external AI agents, such as Claude Code, to programmatically control Unreal Editor for Fortnite (UEFN) via the Model Context Protocol.

Game Development
13
#7
UseJunior

Safe Docx

Enables coding agents to perform surgical, formatting-preserving edits on existing Microsoft Word .docx files.

Developer Tools
11
#8
antseer-dev

Antseer

Connects AI agents to live on-chain and market intelligence through a single Model Context Protocol (MCP) endpoint.

API Development
#9
mareasw

OntoSkills

Compiles natural language skill definitions into validated OWL 2 ontologies, enabling deterministic reasoning for AI agents.

Data Science & ML
#10
v3nividiv1ci

CIT

Manages tree-structured conversation context for Claude Code, enabling users to branch and squash discussions like Git.

Learning & Documentation

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