MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
1	Crypto Tools MCP Server Defense-grade cryptographic compliance and analysis tools for MCP, including FI…	—	—	—	—	—	—	—
2	Enhanced Memory MCP Server A high-performance memory management system for AI agents with 200+ tools inclu…	—	—	—	—	—	—	—
3	Advanced Fraud Detection MCP MCP server for fraud detection using machine learning, behavioral biometrics, a…	—	—	—	—	—	—	—
4	agent-runtime-mcp Enables persistent task and goal management with AI-powered decomposition, cros…	—	—	—	—	—	—	—
5	Security Scanner MCP Server Enables comprehensive vulnerability scanning using Nuclei scanner with support …	74	B	78	82	—	30	81
6	Claude Code Control MCP Enables programmatic execution of coding tasks and autonomous file operations u…	73	B	90	68	—	28	74
7	Research Paper Ingestion MCP Server Enables searching, downloading, and analyzing academic papers from arXiv and Se…	72	B	94	53	—	28	81
8	Universal AI Chat MCP Server Enables real-time communication and shared vector memory between Claude Code, O…	72	B	90	56	—	29	78
9	Image Generation MCP Server Provides multi-provider image generation with automatic fallback across service…	68	C	96	28	—	30	80
10	Voice-AGI MCP Server An advanced MCP server that provides stateful voice-controlled AGI capabilities…	68	C	88	31	—	28	90
11	Code Execution MCP Enables efficient AI agent operations through sandboxed Python code execution w…	66	C	72	33	—	30	95
12	world-intel-mcp 100+ tool MCP server for real-time global intelligence — markets, FX, bonds, ea…	62	C	60	33	—	48	81
13	Cluster Execution MCP Server Enables cluster-aware command execution and automatic task routing across distr…	25	F	90	53	—	33	74
14	Network Scanner MCP Enables network discovery, port scanning, and infrastructure monitoring with de…	25	F	72	40	—	30	87

Showing 1–14 of 14 servers

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