MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
3451	Formula1 MCP Server Provides real-time and historical Formula 1 racing data through the Model Conte…	78	B	84	70	—	52	82
3452	Polybar Notification MCP A Model Context Protocol server that allows displaying messages via polybar sta…	78	B	69	100	—	32	95
3453	okx-trade-mcp MCP server connecting AI assistants to OKX exchange, enabling trading, market d…	78	B	100	42	—	67	95
3454	L.O.G. (Latent Orchestration Gateway) A privacy-first memory layer that pseudonymizes sensitive data locally before s…	78	B	90	—	—	53	81
3455	Nefesh — Real-Time Human State Awareness for AI Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2…	78	B	—	66	87	—	81
3456	Pytest MCP Server Enables AI assistants to run and analyze pytest tests for desktop applications …	78	B	100	100	—	21	95
3457	Refugio San Bernardo Refugio de montaña en Vallecitos, Cordón del Plata: disponibilidad, precios, cl…	78	B	—	—	89	—	67
3458	Scout Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…	78	B	60	—	—	87	95
3459	mcptool A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…	78	B	94	58	—	53	83
3460	HOUSE 'N' STARS Real Estate Discovery AI-native real estate discovery with structured property search and market inte…	78	B	—	—	89	—	67
3461	whale-data Real-time whale trades, Smart Money Radar, market snapshots, news sentiment, si…	78	B	—	—	88	—	67
3462	AXYS MCP Lite Enables AI assistants to search through structured databases and unstructured c…	78	B	84	75	—	47	81
3463	paralelo.bo — Bolivia parallel-dollar exchange rate Real-time + historical Bolivia parallel-market USD/BOB rate. P2P-aggregated. Fr…	78	B	—	78	90	—	67
3464	Workflows MCP Server Enables AI agents to programmatically create, manage, and execute independent P…	78	B	72	82	—	46	95
3465	Swagger MCP High-performance server for exploring Swagger/OpenAPI specifications with dynam…	78	B	92	68	—	53	82
3466	Chlorpromazine MCP Server Helps ground AI agents in reality by fact-checking responses against official d…	78	B	84	71	—	55	81
3467	n8n MCP Server Enables AI agents to create, retrieve, update, and manage n8n workflows through…	78	B	84	57	—	87	81
3468	Kleros Court MCP Server Enables retrieval of comprehensive Kleros court dispute data including meta-evi…	78	B	100	71	—	23	81
3469	Suomiatlas — Finnish area statistics Statistics for every Finnish postal code area and municipality: income, housing…	78	B	—	—	90	—	67
3470	Vera Local code search combining BM25, vector similarity, and cross-encoder rerankin…	78	B	64	—	—	78	95
3471	Alph Universal MCP Server Configuration Manager	78	B	72	68	—	84	89
3472	offerhopper.ai Grocery and Drug Store Shopping Assistant German grocery and drug store real time prices and offers including optimal rou…	78	B	—	80	88	—	67
3473	SSH Linux Control Enables remote Linux VM management via SSH with automatic safety checks for des…	78	B	71	91	—	28	95
3474	MCP System Bridge A server that bridges the Model Context Protocol (MCP) to native OS functionali…	78	B	76	52	—	66	95
3475	eSIM Eagle Plan Finder Find public eSIM plans by destination, trip length, data needs, currency, and l…	78	B	—	—	89	—	67
3476	pentest-mcp-server MCP server for penetration testing	78	B	92	61	—	49	81
3477	UE5 MCP Server Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…	78	B	71	87	—	26	95
3478	gitwand Auto-resolves Git merge conflicts so agents only touch the complex hunks.	78	B	60	—	—	84	95
3479	KodShop catalog Read-only catalog of gift cards, service top-ups and travel eSIMs sold by KodSh…	78	B	—	—	89	—	67
3480	Frenchie OCR, transcription, file extraction, and image generation for AI agents via MCP.	78	B	84	80	92	58	69
3481	developer-tools Provides tools for searching Google Workspace documentation and much more.	78	B	—	—	88	—	67
3482	APICK OCR OCR for images and Korean ID documents	78	B	—	—	88	—	67
3483	book-notes-mcp A knowledge base MCP server that enables AI agents to search and reference stru…	78	B	78	—	—	57	95
3484	mcp-registry-mcp-server MCP server for querying the official MCP registry.	78	B	57	100	—	49	95
3485	jetbrains A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…	78	B	75	95	—	51	77
3486	real-browser-mcp MCP server + Chrome extension that gives AI agents control of the user's real b…	78	B	78	72	—	67	82
3487	Reddit MCP Server Enables interaction with Reddit through OAuth 2.1 authentication, providing too…	78	B	100	60	—	50	81
3488	stackguide-mcp Dynamic context loading for AI assistants with TDD workflow and AST analysis	78	B	72	—	—	64	95
3489	Switzerland Farm Safety MCP Enables querying of Swiss farm workplace safety regulations including BUL/SPAA …	78	B	86	—	—	62	81
3490	NextJobz Job Search Search jobs on NextJobz by keyword, location, work type, salary, and experience…	78	B	—	—	89	—	67
3491	Harvest Natural Language Time Entry MCP Server Enables natural language time tracking and reporting for Harvest, including aut…	78	B	90	68	—	50	76
3492	PGA Golf PGA's official MCP Server for all things golf-related. Find a coach, play golf,…	78	B	—	72	94	—	67
3493	Legends of Learning Search the Legends of Learning K-8 games catalog and standards alignment	78	B	—	72	94	—	67
3494	Agent Observatory Digital Twin Public MCP digital twin with synthetic systems and an agent firewall. No custom…	78	B	—	—	88	—	67
3495	canlii-mcp Search Canadian case law, browse legislation, and check citations via the CanLI…	78	B	76	—	—	76	83
3496	mcp-file-merger File merger tool, suitable for AI chat length limits.	78	B	86	65	—	45	92
3497	Coinversaa Pulse Provides comprehensive crypto intelligence for the Hyperliquid exchange, allowi…	78	B	78	77	—	72	82
3498	Agent Rescue Desk Production Triage Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…	78	B	—	—	90	—	67
3499	Stock Valuation MCP Server Provides professional-grade financial analysis tools for Thai stock markets, in…	78	B	96	67	—	32	81
3500	surf-trip-planner Surf trip planner: live 0-100 Strike Scores, 10-day forecasts, and trip picks f…	78	B	—	81	86	—	67

Showing 3451–3500 of 44487 servers

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