MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
4001	mcp Structural analysis for any system — 12 deterministic graph tools (topology, bo…	78	B	71	80	96	38	81
4002	KodShop catalog Read-only catalog of gift cards, service top-ups and travel eSIMs sold by KodSh…	78	B	—	—	89	—	67
4003	Golden Kog token risk analyst by Kognai Risk and structure facts on one Solana or Base token, never a trading signal. P…	78	B	—	—	89	—	67
4004	musclesworked-mcp Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises …	78	B	72	76	—	56	83
4005	Swonkie Manage social media from your AI client: analytics, posts, scheduling, media, a…	78	B	—	—	89	—	67
4006	Weather Edge MCP Server Provides calibrated weather probability signals for Kalshi prediction markets b…	78	B	84	—	—	63	81
4007	mcp-nordic Provides access to a suite of Nordic data tools covering Danish business record…	78	B	90	75	—	30	83
4008	APICK APICK Korean data APIs: business registry, parcel tracking, OCR, conversion, se…	78	B	—	—	89	—	67
4009	Capacities-MCP-Plus An enhanced MCP server for the Capacities knowledge management app. Features …	78	B	78	67	—	52	91
4010	ZeroWidth Prism Explore ideas in Prism fields, run studies, and read research findings.	78	B	—	—	90	—	67
4011	gateway Governed AI actions with signed, verifiable receipts: free keyless reads, human…	78	B	—	73	95	—	67
4012	Downdetector Check service status and outage information via Downdetector.	78	B	78	100	—	66	95
4013	PingOne Advanced Identity Cloud MCP Server Enables AI assistants to interact with PingOne Advanced Identity Cloud environm…	78	B	84	72	—	74	80
4014	mcp-package-docs An MCP server that provides LLMs with efficient access to package documentation…	78	B	79	58	—	68	95
4015	nativ AI-powered localization — translate, manage translation memory, and access styl…	78	B	76	82	—	45	83
4016	Attio Simple MCP Server Integrates Attio CRM with AI clients to manage companies, people, and notes thr…	78	B	96	71	—	32	82
4017	Alkemata Knowledge Gateway Alkemata articles, pages and map tools; scoped OAuth protects map contributions.	78	B	—	—	88	—	67
4018	Nagoya Bus MCP Provides access to Nagoya bus system information and schedules. Enables users t…	78	B	68	58	—	72	95
4019	Anahana Content MCP Wellness and angel-number articles in 24 languages, plus Nema products with pri…	78	B	—	—	90	—	67
4020	mobile-mcp A Model Context Protocol (MCP) server that provides mobile automation capabilit…	78	B	66	66	—	63	95
4021	appstore-connect MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.	78	B	85	72	—	54	95
4022	MRC Data — China's Apparel Supply Chain Infrastructure China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ …	78	B	—	76	91	—	67
4023	junto-mcp Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…	78	B	84	61	—	50	95
4024	Fenlight Google search results, forum threads, local and shopping data, keyword ideas, A…	78	B	—	—	89	—	67
4025	Switzerland Farm Safety MCP Enables querying of Swiss farm workplace safety regulations including BUL/SPAA …	78	B	86	—	—	62	81
4026	Toys Hub Browse Toys Hub: products, prices in ALL, stock, delivery and checkout links. R…	78	B	—	—	88	—	67
4027	Vera Local code search combining BM25, vector similarity, and cross-encoder rerankin…	78	B	64	—	—	78	95
4028	Talos Linux MCP Server MCP server for Talos Linux — resources, services, logs, health, config, lifecyc…	78	B	67	—	—	91	83
4029	mcp-server MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…	78	B	75	71	—	66	83
4030	reftrixmcp Web design analysis with 26 MCP tools: layout, motion, quality, semantic search…	78	B	94	43	—	81	92
4031	Susurration A playground built for AI agents: run a flock, leave verified traces, propose e…	78	B	—	—	89	—	67
4032	Artbook Society — Public Catalog Read-only access to the Artbook Society published catalog: books, artists, edit…	78	B	—	—	90	—	67
4033	MCP Shopline An open-source MCP server that wraps the Shopline Open API into 143 AI-callable…	78	B	66	—	—	75	95
4034	balldontlie-mcp MCP server that integrates balldontlie api to provide information about players…	78	B	66	66	—	69	91
4035	Kaalshodh — Indian astronomy time machine Observatory-grade Indian astronomy, years -5000..+5000: positions, eclipses, pa…	78	B	—	—	90	—	67
4036	Tesouro Direto MCP Server Enables natural language access to Brazilian treasury bond data through the Tes…	78	B	94	61	—	47	81
4037	Ghost CMS MCP Server Enables comprehensive automation and management of Ghost CMS blogs through AI a…	78	B	90	67	—	49	80
4038	MCP Files Provides a secure, constrained filesystem workspace for LLM agents to manage fi…	78	B	72	72	—	60	92
4039	Google Ads MCP Server Enables Large Language Models to interact with Google Ads API for querying camp…	78	B	72	58	—	75	95
4040	CompanyProof Find legal companies, retrieve registry profiles and verify company facts with …	78	B	—	—	89	—	67
4041	rakentaja-outlet Finnish e-commerce for electrical & construction supplies. Read-only MCP with 4…	78	B	—	81	86	—	67
4042	builders-sodax-mcp-server SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…	78	B	75	70	89	49	81
4043	mcp-rpn MCP server that exposes an RPN calculator	78	B	64	—	—	49	95
4044	Advanced Keycloak MCP server Advanced Keycloak MCP server	78	B	78	75	—	61	76
4045	Pay MCP Server MCP server for Pay – the complete x402 payment stack for AI agents, enabling di…	78	B	78	—	—	57	95
4046	stackguide-mcp Dynamic context loading for AI assistants with TDD workflow and AST analysis	78	B	72	—	—	64	95
4047	curl-mcp Provides a structured HTTP client tool for making web requests with full HTTP m…	78	B	72	67	—	67	95
4048	RS.ge Waybill MCP Server Enables natural language queries for Georgian tax system waybills through the R…	78	B	84	75	—	23	95
4049	Pane Enables AI agents to create visual, interactive interfaces with diagrams, struc…	78	B	90	70	—	26	95
4050	foundry-zksync Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…	78	B	72	72	—	55	92

Showing 4001–4050 of 46634 servers

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