MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
3401	UE5 MCP Server Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…	78	B	71	87	—	26	95
3402	Chalet-Montagne.com Search French mountain holiday rentals and contact owners directly — commission…	78	B	—	—	89	—	67
3403	Vera Local code search combining BM25, vector similarity, and cross-encoder rerankin…	78	B	64	—	—	78	95
3404	developer-tools Provides tools for searching Google Workspace documentation and much more.	78	B	—	—	88	—	67
3405	Reddit MCP Server Enables interaction with Reddit through OAuth 2.1 authentication, providing too…	78	B	100	60	—	50	81
3406	eSIM Eagle Plan Finder Find public eSIM plans by destination, trip length, data needs, currency, and l…	78	B	—	—	89	—	67
3407	KodShop catalog Read-only catalog of gift cards, service top-ups and travel eSIMs sold by KodSh…	78	B	—	—	89	—	67
3408	Frenchie OCR, transcription, file extraction, and image generation for AI agents via MCP.	78	B	84	80	92	58	69
3409	ablakarajanlat.hu Nyílászáró MCP Egyedi méretű műanyag ablak árbecslés (kalkulált ár), raktárkészlet és ajánlatk…	78	B	—	—	90	—	67
3410	MCP System Bridge A server that bridges the Model Context Protocol (MCP) to native OS functionali…	78	B	76	52	—	66	95
3411	APICK OCR OCR for images and Korean ID documents	78	B	—	—	88	—	67
3412	jetbrains A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm,…	78	B	75	95	—	51	77
3413	real-browser-mcp MCP server + Chrome extension that gives AI agents control of the user's real b…	78	B	78	72	—	67	82
3414	unity-editor-mcp An MCP server and client for LLMs to interact with Unity Projects	78	B	81	—	—	49	95
3415	pentest-mcp-server MCP server for penetration testing	78	B	92	61	—	49	81
3416	book-notes-mcp A knowledge base MCP server that enables AI agents to search and reference stru…	78	B	78	—	—	57	95
3417	site-audit Website intelligence audits for AI agents: free preview plus x402-paid Agent Re…	78	B	—	70	96	—	67
3418	Harvest Natural Language Time Entry MCP Server Enables natural language time tracking and reporting for Harvest, including aut…	78	B	90	68	—	50	76
3419	mcp-file-merger File merger tool, suitable for AI chat length limits.	78	B	86	65	—	45	92
3420	Agent Rescue Desk Production Triage Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…	78	B	—	—	90	—	67
3421	NextJobz Job Search Search jobs on NextJobz by keyword, location, work type, salary, and experience…	78	B	—	—	89	—	67
3422	Switzerland Farm Safety MCP Enables querying of Swiss farm workplace safety regulations including BUL/SPAA …	78	B	86	—	—	62	81
3423	mcp-ping Pings a host and returns the result	78	B	74	55	—	65	95
3424	Legends of Learning Search the Legends of Learning K-8 games catalog and standards alignment	78	B	—	72	94	—	67
3425	PGA Golf PGA's official MCP Server for all things golf-related. Find a coach, play golf,…	78	B	—	72	94	—	67
3426	Agent Observatory Digital Twin Public MCP digital twin with synthetic systems and an agent firewall. No custom…	78	B	—	—	88	—	67
3427	SaturnZap Non-custodial Bitcoin Lightning (LDK) wallet for AI agents — pays L402 APIs fro…	78	B	66	—	—	76	95
3428	canlii-mcp Search Canadian case law, browse legislation, and check citations via the CanLI…	78	B	76	—	—	76	83
3429	unleash-mcp MCP server for managing Unleash feature flags	78	B	75	71	—	60	90
3430	latgalian Grounds LLMs in real Latgalian: Wiktionary lemmas, inflections, romanization.	78	B	—	—	89	—	67
3431	mcp-shell-server A secure shell command execution server implementing the Model Context Protocol…	78	B	84	65	—	80	84
3432	vscode-demo-time Enables AI assistants to interact with Demo Time and helps build presentations …	78	B	72	65	—	74	90
3433	offerhopper.ai — AI Supermarket & Drugstore Shopping Assistant for Germany Live prices, deals & optimal multi-stop shopping routes for German grocery & dr…	78	B	—	—	89	—	67
3434	marz-greta-lock-network Human-likeness scoring of AI text vs 12 real personality profiles; free tools +…	78	B	—	—	89	—	67
3435	Capacities-MCP-Plus An enhanced MCP server for the Capacities knowledge management app. Features …	78	B	78	67	—	52	91
3436	GDScript Code Analyzer Enables AI assistants to analyze GDScript code structure, extract symbols, func…	78	B	84	100	—	44	95
3437	clickup-mcp clickup-mcp	78	B	72	71	—	76	81
3438	wolaptop.de Preisvergleich Deutscher Preisvergleich für Laptops – Bestpreis-Suche (read-only).	78	B	—	—	89	—	67
3439	Kooma — Bambara AI Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan …	78	B	—	—	90	—	67
3440	Public Official Asset Disclosure (공직자 재산공개) Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…	78	B	60	—	—	67	95
3441	Apify Market Intelligence Pay-per-call Apify Store analytics with free MCP discovery and x402 payments.	78	B	—	—	89	—	67
3442	Plex MCP Server Enables search, browsing, and management of Plex media libraries including movi…	78	B	92	66	—	54	77
3443	Motion MCP Server Connects AI assistants to Motion for comprehensive task and project management,…	78	B	94	72	—	53	82
3444	UniAffitti Room Finder Find, rank, and compare student rooms from UniAffitti public listings.	78	B	—	—	88	—	67
3445	mcp-package-docs An MCP server that provides LLMs with efficient access to package documentation…	78	B	79	58	—	68	95
3446	Content Manager MCP Server Enables comprehensive content management through Markdown processing, HTML rend…	78	B	94	60	—	34	90
3447	ph-civic-data-mcp Philippine government data as agent-callable tools: PHIVOLCS earthquakes + volc…	78	B	84	—	—	61	83
3448	tinypng-mcp-server Use TinyPNG via MCP	78	B	90	65	—	50	80
3449	UNO-MCP Unified Narrative Operator MCP server — AI-powered prose expansion, repetition …	78	B	86	60	—	48	95
3450	optuna-mcp Official MCP server enabling seamless orchestration of hyperparameter search an…	78	B	78	61	—	81	87

Showing 3401–3450 of 44487 servers

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