MCP Scoreboard

59221

Discovered

→

29892

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
4351	Gmail Plugin MCP Server ⚡ Claim 1 An MCP server that enables Gmail integration, allowing users to manage emails (…	B 75 ⁵⁄₄	◉ ⏳	71	63	N/A	43	95	97
4352	TestRail MCP Server ⚡ Claim 2 Enables AI assistants to interact directly with TestRail instances for managing…	B 75 ⁵⁄₅	◉ ⏳	90	75	—	47	83	69
4353	mcp-for-docs ⚡ Claim 1 Automatically crawls documentation websites, converts them to organized markdow…	B 75 ⁵⁄₅	◉ ⏳	78	100	N/A	58	90	35
4354	MCPMake ⚡ Claim Enables management and execution of Python scripts with automatic LLM-extracted…	B 75 ⁵⁄₅	◉ ⏳	84	100	N/A	21	95	52
4355	Tavily MCP Server ⚡ Claim 1 Provides AI assistants with real-time web search capabilities and intelligent d…	B 75 ⁵⁄₅	◉ ⏳	84	70	—	42	80	90
4356	MCP Memory Server ⚡ Claim 1 A persistent local vector memory server that allows users to store and search p…	B 75 ⁵⁄₄	◉ ⏳	84	51	N/A	51	90	96
4357	M365 Roadmap MCP Server ⚡ Claim A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…	B 75 ⁵⁄₅	◉ ⏳	54	70	—	68	95	91
4358	WCAG Color Contrast MCP Server Claim Enables accurate WCAG color contrast checking and accessibility analysis by cal…	B 75 ⁵⁄₅	◉ ⏳	86	75	—	21	81	97
4359	json-mcp-filter Claim	B 75 ⁵⁄₄	◉ ⏳	72	66	N/A	54	92	90
4360	HackerNews Job Scraper ⚡ Claim Extracts and manages job postings from HackerNews 'Who's Hiring' threads, enabl…	B 75 ⁵⁄₄	◉ ⏳	90	56	N/A	16	95	100
4361	DNStwist MCP Server ⚡ Claim A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…	B 75 ⁵⁄₄	◉ ⏳	78	57	N/A	41	95	96
4362	CEDAR MCP Server ⚡ Claim Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…	B 75 ⁵⁄₅	◉ ⏳	78	68	—	42	81	100
4363	GitHub PR Review Server ⚡ Claim Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…	B 75 ⁵⁄₅	◉ ⏳	90	67	—	28	81	96
4364	Circuitry MCP Server Claim Connects AI coding agents to Circuitry's visual workflow platform, enabling the…	B 75 ⁵⁄₄	◉ ⏳	84	63	N/A	31	95	92
4365	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
4366	MCP Learning ⚡ Claim A learning-focused MCP server that demonstrates how to build arithmetic tools f…	B 75 ⁵⁄₄	◉ ⏳	74	58	N/A	44	95	100
4367	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
4368	mcp-email-client ⚡ Claim A Python-based MCP server for managing email configurations, sending emails, an…	B 74 ⁵⁄₄	◉ ⏳	90	61	N/A	25	90	92
4369	Alpaca MCP Gold Standard ⚡ Claim 1 A comprehensive MCP server for professional trading operations with Alpaca, pro…	B 74 ⁵⁄₅	◉ ⏳	84	66	—	28	83	95
4370	Harvest MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with the Harvest API v2, enabli…	B 74 ⁵⁄₄	◉ ⏳	81	60	N/A	29	95	94
4371	litemcp ⚡ Claim A TypeScript framework for building MCP servers elegantly	B 74 ⁵⁄₄	◉ ⏳	90	61	N/A	56	95	59
4372	Clipboard MCP ⚡ Claim Provides tools for reading and writing system clipboard data across Linux, macO…	B 74 ⁵⁄₅	◉ ⏳	56	82	N/A	42	95	90
4373	Have I Been Pwned Integration Server Claim Check if your accounts or passwords have been compromised in data breaches. Uti…	B 74 ⁵⁄₅	◉ ⏳	78	100	N/A	36	81	58
4374	regennexus-mcp ⚡ Claim AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…	B 74 ⁵⁄₄	◉ ⏳	90	43	N/A	47	92	93
4375	Chemspace MCP Server ⚡ Claim Enables AI agents to search the Chemspace API for synthesizable building blocks…	B 74 ⁵⁄₅	◉ ⏳	76	65	—	47	81	95
4376	Time-MCP ⚡ Claim 1 Checks and returns the itme	B 74 ⁵⁄₄	◉ ⏳	72	52	N/A	45	95	100
4377	MCP Money ⚡ Claim 1 An MCP server to provide AI agents money functionalities via Nostr and Cashu.	B 74 ⁵⁄₅	◉ ⏳	75	100	—	20	81	77
4378	MySQL-Performance-Tuner-Mcp ⚡ Claim MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capab…	B 74 ⁵⁄₄	◉ ⏳	96	26	N/A	67	92	90
4379	MCP Troubleshooter Claim A specialized diagnostic framework that enables AI models to self-diagnose and …	B 74 ⁵⁄₄	◉ ⏳	84	61	N/A	37	95	83
4380	Handwriting OCR ⚡ Claim 2 Integrate your applications with the Handwriting OCR service to effortlessly up…	B 74 ⁵⁄₄	◉ ⏳	90	61	N/A	21	90	95
4381	The Verge News MCP Server ⚡ Claim Provides tools to fetch and search news from The Verge's RSS feed, allowing use…	B 74 ⁵⁄₅	◉ ⏳	70	65	—	52	80	99
4382	Termux Notification List MCP Server ⚡ Claim 1 Enables AI agents to monitor and read Android notifications in real-time via Te…	B 74 ⁵⁄₅	◉ ⏳	72	100	N/A	31	82	71
4383	Airbnb Search & Listings Claim Enables users to search Airbnb listings with advanced filtering options and ret…	B 74 ⁵⁄₅	◉ ⏳	84	100	—	44	81	43
4384	MCP Remote Server for Kubernetes ⚡ Claim Provides Kubernetes cluster management capabilities through natural language vi…	B 74 ⁵⁄₅	◉ ⏳	80	66	—	45	81	90
4385	YAPI MCP Server ⚡ Claim 1 Enables AI assistants to manage YAPI API documentation by providing tools to cr…	B 74 ⁵⁄₅	◉ ⏳	78	66	—	48	80	90
4386	NotesKeep MCP Server ⚡ Claim 1 Enables users to manage their notes on NotesKeep directly through Claude Code o…	B 74 ⁵⁄₅	◉ ⏳	72	70	—	45	80	98
4387	Neptune MCP Server ⚡ Claim Enables AI agents to deploy applications to AWS with DevOps capabilities by aut…	B 74 ⁵⁄₅	◉ ⏳	60	66	—	78	76	99
4388	Tiling Trees MCP Server ⚡ Claim 1 Enables exploration and organization of research ideas using a hierarchical til…	B 74 ⁵⁄₅	◉ ⏳	94	83	N/A	46	95	34
4389	CodeSavant Claim Provides code manipulation, execution, and version control capabilities. It all…	B 74 ⁵⁄₄	◉ ⏳	80	60	N/A	36	84	100
4390	Confluence MCP Server ⚡ Claim 1 Enables AI assistants to interact with Atlassian Confluence Cloud by providing …	B 74 ⁵⁄₅	◉ ⏳	78	65	—	42	78	100
4391	Nav2 MCP Server ⚡ Claim Enables control and monitoring of Nav2 navigation operations, including navigat…	B 74 ⁵⁄₄	◉ ⏳	88	36	—	59	92	90
4392	MCP Unity ⚡ Claim Implementation of the Model Context Protocol for Unity Editor, allowing AI assi…	B 74 ⁵⁄₄	◉ ⏳	72	65	N/A	41	95	88
4393	demo-mcp-01 ⚡ Claim A starter MCP server that provides a calculator tool for performing basic arith…	B 74 ⁵⁄₄	◉ ⏳	70	55	N/A	53	95	97
4394	AstrBot MCP ⚡ Claim 1 Provides operational control and automation tools for AstrBot developers, enabl…	B 74 ⁵⁄₅	◉ ⏳	62	82	—	70	81	75
4395	calendar-mcp Claim calendar-mcp	B 74 ⁵⁄₅	◉ ⏳	90	66	—	22	82	95
4396	vssh ⚡ Claim SSH tunnel and remote server management MCP — execute commands, transfer files,…	B 74 ⁵⁄₄	◉ ⏳	86	36	N/A	64	84	100
4397	MCP YouTube Transcript Server ⚡ Claim 1 A Model Context Protocol server that enables retrieval of transcripts, metadata…	B 74 ⁵⁄₅	◉ ⏳	45	100	—	49	81	91
4398	Enhanced Directory Context MCP Server ⚡ Claim Enables comprehensive directory analysis and file management operations includi…	B 74 ⁵⁄₅	◉ ⏳	90	100	N/A	22	95	42
4399	Notion MCP Server ⚡ Claim 1 A Model Context Protocol server that provides a standardized interface for inte…	B 74 ⁵⁄₅	◉ ⏳	75	66	—	45	81	95
4400	it-tools-mcp ⚡ Claim 1 A comprehensive Model Context Protocol (MCP) server that provides access to ove…	B 74 ⁵⁄₅	◉ ⏳	70	100	N/A	58	81	51

Showing 4351–4400 of 59221 servers

« Prev 1 … 86 87 88 89 90 … 1185 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops