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  3. March 2, 2026

List of Top MCP Servers for March 2, 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
ForLoopCodes

Context+

Transforms large codebases into a searchable, hierarchical feature graph by combining AST parsing, spectral clustering, and Obsidian-style linking.

Developer Tools
1,472
#2
AkiKurisu

DotBot

Integrates with editors via ACP and extends tool capabilities through MCP, offering a lightweight .NET AI assistant with pluggable skills and commands across diverse runtime environments.

Developer Tools
20
#3
culpur

CStrike

Orchestrates autonomous offensive security operations through an AI-driven Docker stack featuring a real-time web dashboard and over 35 integrated tools.

Deployment & DevOps
41
#4
mordechaipotash

Brain

Provides persistent memory and cognitive context for AI, enabling rapid recall of complex mental states and decisions.

Learning & Documentation
30
#5
minhoyoo-iotrust

WAIaaS

Empowers AI agents to perform secure, owner-controlled on-chain transactions across multiple blockchains.

API Development
14
#6
cubedevinc

Cube

Integrates Cube's AI agent to provide chat functionality for real-time analytics and data exploration.

Data Science & ML
#7
ykarapazar

Word Live

Empowers AI assistants to perform live, granular edits on Microsoft Word documents, including tracked changes, comments, and per-action undo while files remain open.

Data Science & ML
13
#8
giancarloerra

Socraticode

Indexes local codebases for hybrid semantic search, polyglot code dependency graphs, and searchable context artifacts, offering zero-config, private, and Docker-powered AI code intelligence.

Deployment & DevOps
305
#9
MachineWisdomAI

Fava Trails

Establishes a versioned, auditable memory system for AI agents, leveraging a Version Control System (VCS) through the Model Context Protocol (MCP).

Developer Tools
#10
rfunix

Tengu

Orchestrates 56 industry-standard security tools with AI assistance to streamline penetration testing from reconnaissance to reporting.

Data Science & ML
30

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