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  3. February 22, 2026

List of Top MCP Servers for February 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
vitali87

Code-Graph-RAG

Analyzes multi-language codebases, builds comprehensive knowledge graphs, and enables natural language querying and editing of code using AI.

Data Science & ML
2,016
#2
icoretech

Airbroke

Captures and manages application errors with Airbrake/Sentry compatibility and a PostgreSQL backend.

Analytics & Monitoring
202
#3
cloudflare

Cloudflare

Provides a token-efficient server for programmatic interaction with the entire Cloudflare API through code execution.

Developer Tools
180
#4
Vvkmnn

Claude Vigil

Provides comprehensive checkpointing and file recovery capabilities for Claude Code, safeguarding against unintended changes and enabling selective restores.

Productivity & Workflow
17
#5
Kiln-AI

Kilntainers

Provides ephemeral Linux sandboxes for LLM agents to execute shell commands securely.

Cloud Infrastructure
32
#6
jfarcand

Mirroir

Control iPhones and macOS windows remotely, enabling screenshot capture, tap, swipe, type, and more from any Model Context Protocol client.

Mobile Development
28
#7
DevsHero

CortexAST

Empowers AI coding agents with deterministic, AST-level semantic understanding of any codebase for efficient and accurate code intelligence operations.

Productivity & Workflow
#8
Steemhunt

Mint Club AI Tools

Facilitates trading, creation, and management of bonding curve tokens on Base through AI assistants, autonomous agents, and a command-line interface.

Developer Tools
#9
pdudotdev

aiNOC

Establishes an AI-powered network lab for troubleshooting CCNP-level topics across diverse, multi-vendor network environments.

Data Science & ML
#10
VibeTensor

Attestix

Provides a robust attestation infrastructure for AI agents, encompassing verifiable identity, W3C credentials, and EU AI Act compliance.

Security & Testing

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