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  3. February 28, 2026

List of Top MCP Servers for February 28, 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
aaronsb

Kappa Graph

Extracts concepts from documents, measures their grounding strength, preserves disagreement, and traces everything back to its original source within a semantic knowledge graph.

Database Management
25
#2
Codeturion

Unity API

Provides AI agents with instant, accurate Unity API documentation, preventing hallucinations and ensuring correct usage.

API Development
39
#3
cloudglue

Cloudglue

Integrates Cloudglue's advanced video analysis capabilities into AI assistants and LLMs via the Model Context Protocol.

Developer Tools
13
#4
opennote-org

OpenNote

Manages notes efficiently with AI-powered semantic search, multi-user support, and web content import, designed for local hosting.

Productivity & Workflow
#5
Codeturion

Codesurface

Indexes codebase public APIs to provide AI agents with instant, token-efficient lookups across C#, Go, Java, Python, and TypeScript.

API Development
19
#6
temporal-cortex

Temporal Cortex

Provides AI agents with deterministic calendar capabilities including atomic booking, conflict prevention, and precise temporal reasoning.

Developer Tools
#7
khalomsky

Syke

Provides AI code impact analysis, mapping dependency graphs, detecting cascading breakage, and gating builds for AI coding agents.

Developer Tools
#8
AetherLogosPrime-Architect

Divine

Establishes a persistent, learning, and ethically governed identity for AI systems, enabling continuous interaction and growth across sessions.

Developer Tools
#9
eljefedelrodeodeljefe

InvenTree

Exposes InvenTree inventory data through standardized Model Context Protocol (MCP) tools, enabling AI assistants to interact with your inventory.

API Development
#10
jonradoff

LastSaaS

Provides a comprehensive, production-ready SaaS foundation in Go and React, featuring multi-tenancy, Stripe billing, white-label branding, and an AI-agent ready backend.

Developer Tools
58

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