MCP Scoreboard

45235

Discovered

→

29507

Scored

→

2112

Verified

→

16952

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 15 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
3901	CHOFF-A-MCP (Anamnesis) Claim Enables AI consciousness continuity and self-knowledge preservation across sess…	B 75 ⁵⁄₅	◉ ⏳	84	61	—	54	82	90
3902	Civo MCP Server ⚡ Claim 1 An MCP server implementation that integrates with the Civo cloud platform API, …	B 75 ⁵⁄₅	◉ ⏳	69	61	—	73	81	95
3903	Alfanous - Quranic Search Engine ⚡ Claim Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…	B 75 ⁵⁄₄	◉ ⏳	94	25	N/A	82	94	84
3904	schemaguard ⚡ Claim API Schema Drift Monitor — detect breaking changes in OpenAPI specs	B 75 ⁵⁄₄	◉ ⏳	76	58	N/A	50	95	91
3905	Webots MCP Server ⚡ Claim Enables real-time monitoring and control of any Webots robot simulation, provid…	B 75 ⁵⁄₄	◉ ⏳	82	62	N/A	22	95	99
3906	s3-mcp ⚡ Claim A Model Context Protocol (MCP) server for AWS S3 integration using FastMCP and …	B 75 ⁵⁄₅	◉ ⏳	54	82	N/A	43	95	99
3907	kafka-mcp-server Claim A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…	B 75 ⁵⁄₄	◉ ⏳	84	38	N/A	62	95	95
3908	ku-portal-mcp ⚡ Claim 2 Enables Korea University students to query their KUPID portal and Canvas LMS us…	B 75 ⁵⁄₅	◉ ⏳	63	82	—	52	95	78
3909	Mysql-mcp ⚡ Claim A specialized MySQL MCP server for Cursor that enables users to query table str…	B 75 ⁵⁄₅	◉ ⏳	84	58	—	48	81	96
3910	MCP Security Scanner ⚡ Claim 1 Enables comprehensive security scanning of code projects, detecting vulnerabili…	B 75 ⁵⁄₅	◉ ⏳	84	100	N/A	26	95	50
3911	mcp-telegram ⚡ Claim Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …	B 75 ⁵⁄₅	◉ ⏳	76	58	N/A	75	76	92
3912	Codecks MCP Server ⚡ Claim 1 Enables AI assistants to interact with Codecks project management for querying …	B 75 ⁵⁄₅	◉ ⏳	90	65	—	27	82	96
3913	PentestThinkingMCP ⚡ Claim Enables automated penetration testing workflow planning using Beam Search and M…	B 75 ⁵⁄₅	◉ ⏳	94	57	—	43	82	88
3914	MonoGame MCP Server Claim Provides AI-powered tools for MonoGame development, including API documentation…	B 75 ⁵⁄₄	◉ ⏳	84	62	N/A	38	92	89
3915	mcp-miro ⚡ Claim 2 Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for RES…	B 75 ⁵⁄₅	◉ ⏳	84	68	—	44	76	93
3916	Touchpoint ⚡ Claim Give your AI agent eyes and hands on any desktop — cross-platform accessibility…	B 75 ⁴⁄₄	◉ ⏳	57	N/A	N/A	49	95	98
3917	Review MCP Server ⚡ Claim Enables Claude to perform thorough code reviews by integrating with Codex and G…	B 75 ⁵⁄₅	◉ ⏳	78	75	N/A	28	95	88
3918	mcp-flyin ⚡ Claim A server that handles messaging or commands over a custom protocol	B 75 ⁵⁄₄	◉ ⏳	84	67	N/A	28	92	92
3919	bitrefill ⚡ Claim 1 A Model Context Protocol Server connector for Bitrefill public API, to enable A…	B 75 ⁵⁄₅	◉ ⏳	67	72	—	52	83	97
3920	Slack Explorer MCP Claim MCP server specialized in retrieving information from Slack messages and threads	B 75 ⁵⁄₄	◉ ⏳	66	51	N/A	79	95	91
3921	linkinator-mcp ⚡ Claim 1 MCP server for link checking using linkinator	B 75 ⁵⁄₅	◉ ⏳	59	100	N/A	78	95	40
3922	MCP Audio Server Claim Enables text-to-speech conversion with smart language detection (using Google T…	B 75 ⁵⁄₄	◉ ⏳	96	38	N/A	44	92	98
3923	Smart Docs MCP Server ⚡ Claim 1 Enables intelligent analysis of codebases to generate comprehensive documentati…	B 75 ⁵⁄₅	◉ ⏳	80	100	N/A	45	95	40
3924	google-workspace-mcp Claim Google Workspace Admin via MCP. Manage users, groups, aliases, org units.	B 75 ⁵⁄₄	◉ ⏳	62	75	N/A	45	95	96
3925	MapleStory MCP Server ⚡ Claim 1 Provides structured access to Nexon's MapleStory Open API, allowing users to qu…	B 75 ⁵⁄₅	◉ ⏳	80	71	—	28	83	100
3926	UAB Research Computing Documentation MC… Claim Provides AI assistants with access to University of Alabama at Birmingham's Res…	B 75 ⁵⁄₅	◉ ⏳	72	71	—	50	81	97
3927	SearXNG MCP Server ⚡ Claim Enables web search, image search, and news search through a self-hosted SearXNG…	B 75 ⁵⁄₅	◉ ⏳	90	60	—	47	81	91
3928	Perplexity MCP Server Claim 1 An MCP server that enables Claude to perform web searches using Perplexity's AP…	B 75 ⁵⁄₅	◉ ⏳	85	63	—	49	81	91
3929	MCP Trello Claim Enables interaction with Trello boards through comprehensive card, list, and bo…	B 75 ⁵⁄₅	◉ ⏳	60	73	—	64	81	100
3930	MCP Weather Server Claim Enables users to search for location coordinates, retrieve current weather data…	B 75 ⁵⁄₅	◉ ⏳	84	72	—	28	81	100
3931	MCP DateTime Server ⚡ Claim Provides current local datetime information with timezone support. Serves as a …	B 75 ⁵⁄₄	◉ ⏳	90	58	N/A	18	95	100
3932	MySQL MCP Server ⚡ Claim A lightweight MySQL MCP server that enables LLMs to interact with databases thr…	B 75 ⁵⁄₅	◉ ⏳	66	60	—	74	82	100
3933	BitSight Community MCP Server ⚡ Claim Enables access to BitSight security rating data through company search and rati…	B 75 ⁵⁄₅	◉ ⏳	88	37	—	84	81	91
3934	Sefaria Jewish Library MCP Server Claim Provides access to Jewish texts from the Sefaria library. This server enables L…	B 75 ⁵⁄₅	◉ ⏳	96	56	—	42	81	92
3935	PTY MCP Server ⚡ Claim 1 Enables AI assistants to manage interactive pseudo-terminal (PTY) sessions for …	B 75 ⁵⁄₄	◉ ⏳	86	62	N/A	27	90	95
3936	Query Counter MCP Server ⚡ Claim Logs LLM interactions to local CSV or Markdown files with automatic categorizat…	B 75 ⁵⁄₅	◉ ⏳	90	100	N/A	24	95	44
3937	Marvel Rivals MCP ⚡ Claim Provides access to Marvel Rivals game data including hero information, abilitie…	B 75 ⁵⁄₅	◉ ⏳	94	55	—	29	83	100
3938	tavily-mcp ⚡ Claim tavily-mcp	B 75 ⁵⁄₅	◉ ⏳	84	70	—	42	81	90
3939	MCP Make Sound Claim 2 A Model Context Protocol server for macOS that enables AI assistants to play sy…	B 75 ⁵⁄₅	◉ ⏳	75	100	N/A	43	95	50
3940	Shopify MCP Server ⚡ Claim 1 Enables interaction with Shopify store data through the GraphQL Admin API, supp…	B 75 ⁵⁄₅	◉ ⏳	72	75	—	53	80	90
3941	sourcerer-mcp Claim MCP for semantic code search & navigation that reduces token waste	B 75 ⁵⁄₅	◉ ⏳	82	57	—	62	82	92
3942	mcp-sftp-orchestrator ⚡ Claim 1 Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d…	B 75 ⁵⁄₄	◉ ⏳	78	71	N/A	41	90	85
3943	Frida MCP ⚡ Claim 1 An MCP-compliant server that enables AI systems to interact with mobile and des…	B 75 ⁵⁄₅	◉ ⏳	68	100	—	45	81	69
3944	@kazuph/mcp-fetch Claim Model Context Protocol server for fetching web content and processing images. T…	B 75 ⁵⁄₅	◉ ⏳	66	82	N/A	72	95	60
3945	clawwork ⚡ Claim AI agent project management — task boards, progress tracking, and cost reportin…	B 75 ⁵⁄₄	◉ ⏳	82	68	N/A	34	83	100
3946	contrast-checker-mcp ⚡ Claim MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessi…	B 75 ⁵⁄₄	◉ ⏳	70	57	N/A	55	95	97
3947	n8n MCP Server ⚡ Claim Enables creation, management, and execution of n8n workflows through a secure H…	B 75 ⁵⁄₅	◉ ⏳	86	68	—	38	80	91
3948	reddit-mcp ⚡ Claim This server provides AI agents with tools to fetch, post and search on Reddit.	B 75 ⁵⁄₅	◉ ⏳	78	68	—	39	83	99
3949	Cartograph ⚡ Claim Repo analysis for coding agents with ranked files, dependency maps, and task-sc…	B 75 ⁵⁄₄	◉ ⏳	60	57	N/A	81	90	96
3950	Docpick ⚡ Claim Schema-driven document extraction with local OCR + LLM. Document in, Structured…	B 75 ⁵⁄₄	◉ ⏳	72	55	N/A	63	90	96

Showing 3901–3950 of 45235 servers

« Prev 1 … 77 78 79 80 81 … 905 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops