MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	ibge-br-mcp MCP Server for IBGE APIs - Localidades, SIDRA, Nomes, Malhas e Pesquisas	90	A	81	100	—	81	95
102	productboard-mcp A complete Model Context Protocol (MCP) server that provides comprehensive inte…	90	A	96	—	—	74	95
103	gethal.ai Public MCP for gethal.ai — autonomous AI sales agent. Pricing, features, book a…	90	A	—	—	100	—	81
104	macos-computer-use-skill Standalone MCP server that gives AI agents full GUI control over macOS — screen…	90	A	90	—	—	83	95
105	PropProfessor MCP Standalone Model Context Protocol server for PropProfessor, plus a small query …	90	A	94	—	—	78	95
106	mcpx Turn MCP servers into composable CLIs.	90	A	92	86	100	84	81
107	neurodivergent-memory Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search,…	90	A	90	—	—	74	95
108	context7 Up-to-date code documentation for LLMs and AI code editors.	90	A	96	100	91	84	73
109	Spain Legal by Legal Fournier Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…	90	A	—	100	88	—	81
110	MetaMCP Server Manage multiple MCP servers seamlessly. Route requests and configurations dynam…	89	A	100	87	—	66	95
111	BC Curriculum Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.	89	A	100	96	96	55	81
112	mcp-server Browse property verification missions. Connect with Scouts for GPS-verified tou…	89	A	—	89	96	—	81
113	shodh-memory Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and …	89	A	90	—	—	89	83
114	SpecProof SpecProof: Search standards specs with MCP-ready precision.	89	A	—	90	95	—	81
115	AAI Gateway Unified MCP & Skill management gateway, shared across AI agents, 99% context to…	89	A	96	—	—	69	95
116	Delimit — API Governance for AI Coding Assistants API governance for AI coding assistants. Breaking changes, policies, cross-mode…	89	A	84	—	—	88	95
117	Helium MCP Server - News, Markets & AI Real-time news with bias scoring, live market data, and AI-powered options pric…	89	A	100	86	95	75	81
118	mirobody Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.	89	A	90	—	—	78	95
119	mcp Save up to 40% on agent token costs with code graphs: call graphs, dependency g…	89	A	96	—	—	70	95
120	adops-mcp CSV-first analytics for Google Ads + Meta Ads: reporting, anomaly detection, bu…	89	A	94	—	—	72	95
121	Digital Passport Assessment Workbench Deterministic SHACL-based assessment and comparison for digital passport data m…	89	A	90	—	—	79	95
122	ShipSwift 40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.	89	A	100	93	90	64	81
123	mistral-mcp Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents,…	89	A	96	—	—	86	83
124	booking Book premium private chauffeur transfers in Paris and across Europe via AI agen…	89	A	—	88	99	—	81
125	Promptlint MCP Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.	89	A	90	—	—	81	95
126	dreamgraph DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → ex…	89	A	100	—	—	61	95
127	ShadowGit MCP Server Provides AI assistants with secure, read-only access to ShadowGit repositories …	89	A	100	—	—	61	95
128	brightdata-mcp Bright Data's Web MCP server enabling AI agents to search, extract & navigate t…	89	A	88	—	—	93	83
129	ProofX - Content Protection for Creators Protect and verify digital content with cryptographic signing and proof of owne…	89	A	—	100	87	—	81
130	geoserver-mcp	89	A	94	82	—	80	87
131	Forage Shopping AI shopping comparison — search 50M+ products, compare prices, find deals	89	A	—	100	85	—	81
132	CoachSync Barbell strength training tools for AI assistants. Warmup, plate loading, and L…	89	A	—	86	100	—	81
133	ATProto Data Layer Search ATProto writing, annotations, identity, agents, and forum posts. 12 read…	89	A	—	88	98	—	81
134	The Quiet Protocol Growth Offense MCP Read-only MCP server for The Quiet Protocol's engines, benchmarks, proof, and b…	89	A	—	92	94	—	81
135	agent-discover MCP server registry and marketplace that enables dynamic discovery, installatio…	89	A	94	—	—	72	95
136	docs-mcp Provides Vaadin Documentation and help with development tasks	89	A	—	100	87	—	81
137	MCP Pirsch Pirsch Analytics with natural language queries and trend analysis	89	A	90	—	—	81	95
138	Robinhood MCP Provides read-only access to Robinhood portfolio data for research and analysis…	89	A	88	82	—	77	95
139	La Luer — AI Skincare Commerce Search, compare, and purchase La Luer microcurrent facial devices and skincare …	89	A	—	96	89	—	81
140	drafturl Share HTML/Markdown documents via URL instantly. Create, edit, delete docs from…	89	A	—	96	91	—	81
141	MCP Mathematics A comprehensive MCP server that turns any AI assistant into a powerful mathemat…	89	A	96	100	90	70	76
142	GoldenCheck Auto-discover validation rules from data — scan, profile, health-score. No rule…	89	A	86	93	97	74	81
143	docfork-mcp Up-to-date documentation to 10,000+ libraries for AI agents.	89	A	—	90	95	—	81
144	mcp-metatrader5-server A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 tra…	89	A	88	—	—	68	95
145	AtlasMemory Turn any codebase into an AI-readable neural map — with proof. Every claim link…	89	A	90	—	—	79	95
146	VARRD — Statistically Validated Trading Edges + AI Research Engine Validated trading edges across futures, equities, crypto. Live signals, full au…	89	A	100	85	95	73	81
147	cnvs.app Zero-auth real-time collaborative whiteboard with MCP — AI agents + humans edit…	89	A	—	86	100	—	81
148	@rotifer/mcp-server Self-evolving AI Agent framework — search, compare, and install Genes ranked by…	89	A	90	—	—	81	95
149	testing Test generation, mocks, coverage analysis for AI agents	89	A	100	—	—	55	95
150	boss-agent-cli BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, we…	89	A	84	—	—	90	95

Showing 101–150 of 27220 servers

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