MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	kitsune-mcp Shape-shifting MCP hub — shapeshift() into 10,000+ servers at runtime. No resta…	90	A	96	—	—	88	83
102	productboard-mcp Enables AI assistants to interact with your Productboard workspace, allowing fe…	90	A	96	—	—	74	95
103	IBGE Brasil MCP MCP server for live, sourced Brazilian public data from the official IBGE APIs.	90	A	81	100	—	81	95
104	46elks MCP Server Enables AI assistants and MCP-compatible clients to send and manage SMS message…	90	A	90	—	—	93	81
105	USDV Capital — Your Real Estate CFO Real estate market intelligence, calculators, and capital advisory for US inves…	90	A	—	98	92	—	81
106	parkour-mcp A content exploration toolkit that helps LLMs surface high signal, unsummarized…	90	A	90	—	—	83	95
107	FalkorDB MCP Server Allows AI models to query and interact with FalkorDB graph databases through th…	90	A	100	—	—	82	81
108	delx-mcp-a2a Free public witness protocol for AI agents — care, witness, continuity. MCP ove…	90	A	—	100	89	—	81
109	Sophon Honest token economics for MCP agents. Rust binary, zero ML, reproducible bench…	90	A	94	—	—	75	95
110	Spain Legal by Legal Fournier Spain legal MCP for visas, Beckham, NIE/TIE, residency, nationality, and EU fam…	90	A	—	100	88	—	81
111	Hemrock MCP Hemrock financial modeling prompts: context primers, task prompts, checks, and …	90	A	—	93	95	—	81
112	open-agreements Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment, cl…	90	A	96	98	95	78	81
113	mirobody Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.	89	A	90	—	—	78	95
114	brightdata-mcp Bright Data's Web MCP server enabling AI agents to search, extract & navigate t…	89	A	88	—	—	93	83
115	Brand Intelligence Search and analyze 5,600+ companies across 30 technology verticals.	89	A	—	86	99	—	81
116	helium-mcp Real-time news with bias scoring across 5,000+ sources (15+ dimensions), AI-pow…	89	A	100	86	95	75	81
117	mcp Save up to 40% on agent token costs with code graphs: call graphs, dependency g…	89	A	96	—	—	70	95
118	ShadowGit MCP Server Provides AI assistants with secure git access to ShadowGit repositories, enabli…	89	A	100	—	—	61	95
119	ToolTrust Scanner Scans MCP servers for prompt injection, data exfiltration, and privilege escala…	89	A	92	—	—	78	95
120	cnvs.app Real-time collaborative whiteboard — AI agents and humans edit the same board l…	89	A	—	86	100	—	81
121	symbols-of-wealth-studio World-class creative social media content studio, powered by AI.	89	A	—	90	96	—	81
122	MCP Mathematics A comprehensive MCP server that turns any AI assistant into a powerful mathemat…	89	A	96	100	90	70	76
123	geoserver-mcp	89	A	94	82	—	80	87
124	aai-gateway Unified MCP and skill management gateway for AI agents, enabling tool discovery…	89	A	96	—	—	69	95
125	testing Test generation, mocks, coverage analysis for AI agents	89	A	100	—	—	55	95
126	shodh-memory Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and …	89	A	90	—	—	89	83
127	blast-radius Blast Radius tools for AI strategy, diligence, and market updates.	89	A	—	86	100	—	81
128	ProofX - Content Protection for Creators Protect and verify digital content with cryptographic signing and proof of owne…	89	A	—	100	87	—	81
129	Robinhood MCP Provides read-only access to Robinhood portfolio data for research and analysis…	89	A	88	82	—	77	95
130	La Luer — AI Skincare Commerce Search, compare, and purchase La Luer microcurrent facial devices and skincare …	89	A	—	96	89	—	81
131	remi Apple Reminders CLI and MCP server with section support and iCloud sync — the o…	89	A	90	—	—	78	95
132	dreamgraph DreamGraph is a graph-first cognitive layer (graph → MCP → CLI → dashboard → ex…	89	A	100	—	—	61	95
133	cdk-mcp Buy game keys, gift cards, and subscriptions via x402 USDC on Base. 8 MCP tools…	89	A	—	88	98	—	81
134	MCP Pirsch Pirsch Analytics with natural language queries and trend analysis	89	A	90	—	—	81	95
135	SpecProof SpecProof: Search standards specs with MCP-ready precision.	89	A	—	90	95	—	81
136	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
137	BC Curriculum Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.	89	A	100	96	96	55	81
138	CoachSync Barbell strength training tools for AI assistants. Warmup, plate loading, and L…	89	A	—	86	100	—	81
139	agent-discover MCP server registry and marketplace that enables dynamic discovery, installatio…	89	A	94	—	—	72	95
140	booking Book a private driver in Paris: live quotes, airport transfers, tours, VIP Meet…	89	A	—	88	99	—	81
141	MetaTrader 5 MCP Server Enables AI assistants to connect to MetaTrader 5 for trading, market data acces…	89	A	88	—	—	68	95
142	NGSS MCP Server Provides programmatic access to Next Generation Science Standards (NGSS) for mi…	89	A	94	100	—	71	81
143	mcp-server Browse property verification missions. Connect with Scouts for GPS-verified tou…	89	A	—	89	96	—	81
144	mcp Ground your AI applications with trusted geospatial data from Google Maps.	89	A	—	100	99	—	67
145	Zoning Signal US municipal zoning intelligence — corridor analysis, place dossiers, named-pat…	89	A	—	93	94	—	81
146	mistral-mcp Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents,…	89	A	96	—	—	86	83
147	mcp-mpv-player Control mpv media player through AI conversation. Play music and video, manage …	89	A	90	—	—	64	95
148	MetaMCP Server Manage multiple MCP servers seamlessly. Route requests and configurations dynam…	89	A	100	87	—	66	95
149	Forage Shopping AI shopping comparison — search 50M+ products, compare prices, find deals	89	A	—	100	85	—	81
150	docs-mcp Provides Vaadin Documentation and help with development tasks	89	A	—	100	87	—	81

Showing 101–150 of 46106 servers

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