MCP Scoreboard

44440

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29489

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16952

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Last updated 16 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
1551	Ambivo MCP Server ⚡ Claim 1 Provides access to Ambivo API endpoints for natural language querying of entity…	B 79 ⁵⁄₅	◉ ⏳	84	72	—	59	80	95
1552	template-mcp-server ⚡ Claim Template to quickly set up your own MCP server	B 79 ⁵⁄₄	◉ ⏳	74	57	N/A	71	95	100
1553	ESPN Server ⚡ Claim Access real-time sports data from ESPN through a standardized interface. Get li…	B 79 ⁵⁄₄	◉ ⏳	84	61	N/A	58	92	98
1554	string ⚡ Claim String analyzer, diff, templates for AI agents	B 79 ⁴⁄₄	◉ ⏳	76	N/A	N/A	40	95	98
1555	zig-mcp-server ⚡ Claim A Model Context Protocol (MCP) server that provides Zig language tooling, code …	B 79 ⁵⁄₄	◉ ⏳	100	40	N/A	69	95	89
1556	Ilograph ⚡ Claim Provides access to up-to-date Ilograph documentation and syntax validation capa…	B 79 ⁵⁄₅	◉ ⏳	92	55	—	68	81	99
1557	AMiner MCP Server ⚡ Claim Enables academic paper search and analysis through the AMiner API. Supports key…	B 79 ⁵⁄₅	◉ ⏳	88	70	—	47	81	99
1558	mcp-server-synology ⚡ Claim 💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …	B 79 ⁵⁄₅	◉ ⏳	100	41	N/A	72	80	100
1559	FreshRSS MCP Server ⚡ Claim Enables interaction with FreshRSS instances through the Google Reader API. Supp…	B 79 ⁵⁄₅	◉ ⏳	78	72	—	70	81	94
1560	Everything MCP Server ⚡ Claim Enables instant file and folder searching on Windows using Everything's blazing…	B 79 ⁵⁄₄	◉ ⏳	94	52	N/A	56	90	96
1561	Emoji Storyteller MCP Server ⚡ Claim Generates entertaining stories told entirely through emojis with adjustable cha…	B 79 ⁵⁄₅	◉ ⏳	94	83	N/A	24	95	82
1562	Mapbox MCP Server ⚡ Claim Enables integration with Mapbox API for navigation and location services, inclu…	B 79 ⁵⁄₅	◉ ⏳	92	75	—	41	81	94
1563	Database Bridge MCP Server ⚡ Claim Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…	B 79 ⁵⁄₅	◉ ⏳	90	68	—	58	81	94
1564	mcp-accessibility-auditor ⚡ Claim 2 MCP Accessibility Auditor is a powerful tool that brings professional web acces…	B 79 ⁵⁄₅	◉ ⏳	88	100	N/A	50	90	54
1565	mcp-server ⚡ Claim [finmap.org](https://finmap.org/) MCP server provides comprehensive historical …	B 79 ⁶⁄₆	◉ ⏳	100	86	36	70	84	98
1566	mcp-for-api ⚡ Claim MCP (Model Context Protocol) server for Appwrite	B 79 ⁵⁄₄	◉ ⏳	96	57	N/A	76	95	69
1567	Laraguard MCP ⚡ Claim A security audit server for Laravel projects that performs static code analysis…	B 79 ⁵⁄₄	◉ ⏳	88	60	N/A	53	90	100
1568	Google Cloud DNS MCP Server Claim Enables AI assistants to manage Google Cloud DNS zones and records, supporting …	B 79 ⁵⁄₅	◉ ⏳	90	68	—	48	81	100
1569	MCP SSH Orchestrator ⚡ Claim 2 Provides policy-driven, auditable SSH access to server fleets for AI assistants…	B 79 ⁵⁄₅	◉ ⏳	100	82	—	82	81	43
1570	Amazon Business Integrations MCP Server ⚡ Claim Provides AI-enabled access to Amazon Business API documentation, sample code, a…	B 79 ⁵⁄₅	◉ ⏳	72	100	—	44	81	91
1571	nba_mcp_server ⚡ Claim 1 Access live and historical NBA statistics including player stats, game scores, …	B 79 ⁵⁄₄	◉ ⏳	86	58	N/A	64	94	91
1572	MPC Tally API Server ⚡ Claim 1 A server that allows AI agents to interact with the Tally API to access DAO gov…	B 79 ⁵⁄₅	◉ ⏳	100	67	—	44	80	91
1573	Magento 2 Coding Standards MCP Server ⚡ Claim 1 Provides AI assistants with comprehensive Magento 2 coding standards, security …	B 79 ⁵⁄₅	◉ ⏳	90	65	—	55	80	97
1574	MySQL Navigator MCP ⚡ Claim MySQL Navigator MCP	B 79 ⁵⁄₄	◉ ⏳	88	75	N/A	34	90	93
1575	daedra Claim Self-contained web search MCP server. Exhaustive backends with automatic fallba…	B 79 ⁵⁄₄	◉ ⏳	94	36	N/A	81	90	95
1576	mcp-prepare-transactions ⚡ Claim 3 MCP server for building unsigned transactions on multiple blockchains via Crypt…	B 79 ⁶⁄₄	◉ ⏳	81	76	94	37	83	89
1577	comet-mcp ⚡ Claim 1 Connect to Perplexity Comet browser for agentic web browsing, deep research, an…	B 79 ⁵⁄₄	◉ ⏳	90	57	N/A	57	90	98
1578	Tessie MCP Server ⚡ Claim Provides intelligent Tesla vehicle analytics and control through the Tessie API…	B 79 ⁵⁄₅	◉ ⏳	84	72	—	53	81	97
1579	Obsidian MCP Server Claim Provides secure, direct file system access to Obsidian vault files, enabling se…	B 79 ⁵⁄₄	◉ ⏳	96	63	N/A	34	95	94
1580	Jira MCP Server ⚡ Claim 1 Provides AI models with full access to Jira Cloud functionality, enabling issue…	B 79 ⁵⁄₅	◉ ⏳	94	100	—	57	81	49
1581	conductor-graph-mcp ⚡ Claim 1 Exposes a CognOS agent system as a machine-readable graph. Full system snapshot…	B 79 ⁵⁄₅	◉ ⏳	90	91	N/A	29	83	85
1582	Skill Jack MCP ⚡ Claim Integrates Agent Skills into LLMs by discovering skills in a configured directo…	B 79 ⁵⁄₄	◉ ⏳	78	57	N/A	72	90	98
1583	Code Lens ⚡ Claim Gemini-powered MCP server for code analysis.	B 79 ⁵⁄₄	◉ ⏳	92	61	N/A	53	95	87
1584	Authn8 MCP Server ⚡ Claim Access your team's 2FA codes from AI agents without sharing secrets. List accou…	B 79 ⁵⁄₄	◉ ⏳	78	71	N/A	45	95	98
1585	coolify ⚡ Claim 38 optimized tools for managing Coolify infrastructure, diagnostics, and docs s…	B 79 ⁵⁄₄	◉ ⏳	60	70	N/A	96	81	98
1586	Screaming Frog SEO Spider MCP Server ⚡ Claim 1 Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…	B 79 ⁵⁄₅	◉ ⏳	70	82	N/A	47	95	95
1587	mcp-redtrack ⚡ Claim 1 MCP server for RedTrack affiliate tracking API	B 79 ⁴⁄₄	◉ ⏳	67	N/A	N/A	55	95	97
1588	kafka-dataops-mcp ⚡ Claim 1 DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring	B 79 ⁴⁄₄	◉ ⏳	72	N/A	N/A	47	95	97
1589	Prismism ⚡ Claim 1 Upload any file, get a tracked shareable link. DocSend for AI agents.	B 79 ⁶⁄₆	◉ ⏳	75	86	90	33	81	99
1590	Medical GraphRAG Assistant Claim Enables AI-powered medical information retrieval through FHIR clinical document…	B 79 ⁵⁄₅	◉ ⏳	96	57	—	64	81	91
1591	pytaiga-mcp ⚡ Claim A MCP server for interacting with Taiga Project Manager	B 79 ⁵⁄₅	◉ ⏳	88	51	N/A	81	82	98
1592	teemux ⚡ Claim Aggregates logs from multiple processes and provides an MCP server for AI agent…	B 79 ⁵⁄₄	◉ ⏳	78	66	N/A	63	91	96
1593	easyshell Claim Model Context Protocol server for EasyShell: manage hosts, execute scripts, orc…	B 79 ⁵⁄₄	◉ ⏳	76	68	N/A	65	95	92
1594	trainingpeaks-mcp ⚡ Claim 1 Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …	B 79 ⁵⁄₄	◉ ⏳	100	46	N/A	51	90	98
1595	FreeCAD MCP ⚡ Claim Enables users to control FreeCAD through natural language for creating, editing…	B 79 ⁴⁄₄	◉ ⏳	66	N/A	N/A	53	95	97
1596	Expo Dev Build MCP Server ⚡ Claim 2 Enables Claude to interact with physical iOS devices running Expo development b…	B 79 ⁵⁄₅	◉ ⏳	90	91	—	25	80	92
1597	MCP Codebase Index ⚡ Claim Enables semantic search across your codebase using Google's Gemini embeddings a…	B 79 ⁵⁄₄	◉ ⏳	94	68	N/A	33	95	92
1598	TypeScript Rename Helper ⚡ Claim 1 Provides compiler-grade TypeScript symbol renaming and file/directory move plan…	B 79 ⁵⁄₅	◉ ⏳	90	100	N/A	50	95	46
1599	Singapore Location Intelligence MCP ⚡ Claim 1 Provides comprehensive Singapore transport routing with real-time public transp…	B 79 ⁵⁄₅	◉ ⏳	92	75	—	41	82	92
1600	Enhanced MCP MSSQL Server ⚡ Claim 1 Enables AI agents to securely connect to and query Microsoft SQL Server databas…	B 79 ⁵⁄₅	◉ ⏳	78	100	—	54	81	71

Showing 1551–1600 of 44440 servers

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