MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
1	agent-security Security scanning and threat detection for AI agents	80	B	96	—	—	34	95
2	Agentic Observability MCP Agent tracing, cost tracking, anomaly detection for LLM agents	72	B	76	—	—	35	95
3	docx-forge-mcp MCP server for Word document (.docx) creation and manipulation — the production…	70	B	60	—	—	55	95
4	domain-expertise Inject deep domain knowledge into any AI agent	70	B	72	—	—	35	95
5	gcc-intelligence-mcp Provides GCC regulatory intelligence including ZATCA e-invoicing, Arabic NLP, U…	70	B	72	—	—	34	95
6	secure-vault Encrypted secrets and credential management for agents	68	C	64	—	—	37	95
7	agent-guard-mcp Detects and prevents infinite agent loops via circuit breakers, pattern detecti…	66	C	60	—	—	37	95
8	agent-replay Record and replay AI agent execution for debugging	66	C	60	—	—	37	95
9	scope-guard Hard scope boundaries to prevent AI agent drift	66	C	60	—	—	37	95
10	trace-forge Structured execution trace and span logging for AI agents	66	C	60	—	—	37	95
11	a2a-bridge Agent-to-agent communication bridge for multi-agent systems	66	C	60	—	—	37	95
12	compliance-shield ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents	66	C	60	—	—	37	95
13	agent-costcenter Multi-agent billing and cost allocation tracking	66	C	60	—	—	37	95
14	qc-validator-mcp Runtime quality validation for AI agent outputs. Detect hallucinations, enforce…	66	C	60	—	—	37	95
15	token-lens Context window token analysis and budget management	66	C	60	—	—	37	95
16	mcp-registry-mcp An MCP server for managing MCP server registries with health checks, duplicate …	66	C	60	—	—	37	95

Showing 1–16 of 16 servers

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