MCP Scoreboard

69153

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33861

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2112

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16953

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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
54151	agent-audit-mcp Claim Immutable audit trail for agent-to-agent interactions	—	○ ⏳	—	N/A	N/A	—	—	—
54152	OptionsBell Options Flow Claim Unusual options activity on 7,000+ US stocks: top prints, streaks, IV rank, sen…	—	○ ⏳	—	—	—	—	—	—
54153	Delia Claim Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…	—	○ ⏳	—	—	—	—	81	—
54154	Master Metrics Claim Master Metrics MCP v1.0.0 Master Metrics MCP brings your marketing data direct…	—	○ ⏳	—	—	—	—	81	—
54155	bca-mcp Claim The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…	—	○ ⏳	—	—	—	—	—	—
54156	SheetForge MCP Claim Local-first Excel MCP server for AI agents enabling structured reads, workbook …	—	○ ⏳	—	—	—	—	—	—
54157	apidog-mcp Claim An MCP server for Apidog that enables listing projects, inspecting API trees, c…	—	○ ⏳	—	—	—	—	—	—
54158	GitHub Prod MCP Claim A production-ready MCP server for GitHub operations, providing tools for reposi…	—	○ ⏳	—	—	—	—	—	—
54159	magic-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
54160	tamacodechi Claim A Tamagotchi-style coding companion that lives in your CLI, allowing you to fee…	—	○ ⏳	—	N/A	N/A	—	—	—
54161	Spec Kit UI MCP Claim 交互式MCP服务器，通过可视化界面收集项目需求，自动生成Spec Kit 7条命令，专为Cursor编辑器优化。	—	○ ⏳	—	N/A	N/A	—	—	—
54162	mcp-server-wheel-size Claim Wheel-Size.com fitment API: OEM and aftermarket wheel and tyre data for 100k+ v…	—	○ ⏳	—	N/A	N/A	—	—	—
54163	arcane-mcp Claim Exposes Arcane Docker management capabilities to AI agents, covering containers…	—	○ ⏳	—	—	—	—	—	—
54164	FinScreen Claim Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…	—	○ ⏳	—	—	—	—	—	—
54165	Custom Blinds Shop Claim South Africa's first AI-transactable blinds, shutters and awnings catalogue wit…	—	○ ⏳	—	—	—	—	—	—
54166	data-cityofnewyork Claim Enables querying NYC Open Data datasets using natural language, with tools to s…	—	○ ⏳	—	—	—	—	—	—
54167	Uranium MCP Server Claim Enables LLMs to create and manage NFT collections and assets through the Uraniu…	—	○ ⏳	—	—	—	—	81	—
54168	Upstox MCP Server Claim Enables users to interact with the Upstox trading API via natural language to r…	—	○ ⏳	—	—	—	—	—	—
54169	execution-proofs Claim Verifies AI agent completion claims by checking that claimed output files exist…	—	○ ⏳	—	N/A	N/A	—	—	—
54170	GLPI MCP Claim MCP server allowing an AI assistant to interact directly with your GLPI instanc…	—	○ ⏳	—	—	—	—	—	—
54171	mcp-rona Claim Enables product search, product detail, online availability, and store finder f…	—	○ ⏳	—	—	—	—	—	—
54172	keboola-mcp-server Claim interact with Keboola Connection Data Platform. This server provides tools for …	—	○ ⏳	—	N/A	N/A	—	95	—
54173	Mineru MCP Server Claim Enables batch conversion of PDF files to HTML format using Mineru's official PD…	—	○ ⏳	—	—	—	—	81	—
54174	multimodal-proxy Claim 为纯文本主模型提供多模态能力的MCP服务器，通过外包图像、视频和音频分析给外部多模态模型并回填文字结果。	—	○ ⏳	—	N/A	N/A	—	—	—
54175	puppeteer Claim MCP server for headless browser automation using Puppeteer, enabling AI to navi…	—	○ ⏳	—	N/A	N/A	—	—	—
54176	FinanceMCP-Alpha Claim Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…	—	○ ⏳	—	—	—	—	—	—
54177	n3mo Claim N3MO: Code intelligence engine mapping repositories into queryable symbol graph…	—	○ ⏳	—	N/A	N/A	—	—	—
54178	finance Claim Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…	—	○ ⏳	—	N/A	N/A	—	95	—
54179	SAP ABAP MCP Claim Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…	—	○ ⏳	—	N/A	N/A	—	—	—
54180	finstudio-financial-models Claim Tax comparison, DCF valuation, unit economics, P&L forecast across 8 jurisdicti…	—	○ ⏳	—	—	—	—	—	—
54181	AgentPrism Workflows Claim Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…	—	○ ⏳	—	N/A	N/A	—	—	—
54182	MCP Time Server Claim A remote MCP server that provides tools for getting the current time in differe…	—	○ ⏳	—	N/A	N/A	—	—	—
54183	Internet Search MCP Server Claim Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…	—	○ ⏳	—	—	—	—	—	—
54184	Shortcut MCP Server Claim 1 A Model Context Protocol server that enables interaction with Shortcut (formerl…	—	○ ⏳	—	—	—	—	81	—
54185	config-validator-ai-mcp Claim config-validator-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
54186	MCP Remote Code Claim Enables agent-style remote development over SSH with file operations and comman…	—	○ ⏳	—	N/A	N/A	—	—	—
54187	lucide-mcp Claim Enables searching Lucide icons by keyword tags, returning best-matching icon na…	—	○ ⏳	—	N/A	N/A	—	—	—
54188	cipher-x402-mcp Claim 1 An MCP server exposing 8 Solana, crypto, and macro tools to any MCP client (Cla…	—	○ ⏳	—	N/A	N/A	—	95	—
54189	tmux-mcp Claim Allows AI assistants to create, manage, and interact with tmux sessions, window…	—	○ ⏳	—	N/A	N/A	—	—	—
54190	web-search-mcp Claim Provides web and image search using the Doubao (Volcengine) API with configurab…	—	○ ⏳	—	—	—	—	—	—
54191	syntax-map-mcp Claim Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files us…	—	○ ⏳	—	N/A	N/A	—	—	—
54192	Web Fetch MCP Server Claim Enables LLMs to fetch and process web page contents by providing tools to retri…	—	○ ⏳	—	—	—	—	—	—
54193	Langfuse MCP Server Claim Model Context Protocol server for Langfuse observability. Query traces, analyze…	—	○ ⏳	—	—	—	—	—	—
54194	snowflake-mcp Claim Enables LLMs to directly query and interact with Snowflake databases, supportin…	—	○ ⏳	—	—	—	—	—	—
54195	a11y-learning-guide Claim Guides users to official WCAG and W3C resources for learning web accessibility,…	—	○ ⏳	—	N/A	N/A	—	—	—
54196	Jenkins MCP Server Claim A Model Context Protocol (MCP) server that enables AI tools like chatbots to in…	—	○ ⏳	—	—	—	—	81	—
54197	UniProt MCP Claim 1 Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…	—	○	—	N/A	N/A	—	81	—
54198	Solplanet MCP Claim MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…	—	○ ⏳	—	N/A	N/A	—	—	—
54199	mcp-server Claim AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…	—	○ ⏳	—	N/A	N/A	—	95	—
54200	mmar-mcp-server Claim Enables creation of complete metamodels and model instances through natural lan…	—	○ ⏳	—	—	—	—	—	—

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