MCP Scoreboard

57160

Discovered

→

29804

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
11851	MCP Emulator Controller ⚡ Claim Enables control of Android emulators (MumuEmulator or ADB-connected devices) th…	C 62 ⁵⁄₄	◉ ⏳	66	33	N/A	21	90	95
11852	Remote MCP Server on Cloudflare (Authle… Claim A template for deploying remote Model Context Protocol servers on Cloudflare Wo…	C 62 ⁵⁄₅	◉ ⏳	48	70	—	24	81	81
11853	Remote MCP Server with Bearer Auth ⚡ Claim A Cloudflare Workers-based MCP server implementation that supports OAuth/bearer…	C 62 ⁵⁄₄	◉ ⏳	54	60	N/A	21	95	73
11854	Local Documents MCP Server ⚡ Claim 1 A Model Context Protocol server that allows AI assistants to discover, load, an…	C 62 ⁵⁄₄	◉ ⏳	45	52	N/A	25	90	95
11855	mcp-regex-tools ⚡ Claim Provides a suite of regex and text processing tools for AI agents, including pa…	C 62 ⁵⁄₄	◉ ⏳	72	0	N/A	53	91	98
11856	AI Notify MCP ⚡ Claim Sends system notifications when AI completes responses in MCP-compatible code e…	C 62 ⁵⁄₅	◉ ⏳	66	75	N/A	23	95	37
11857	Remote MCP Server for Cloudflare Claim A deployable Model Context Protocol server on Cloudflare Workers that allows LL…	C 62 ⁵⁄₅	◉ ⏳	48	66	—	26	84	82
11858	Cloudflare Remote MCP Server Template Claim A template for deploying remote Model Context Protocol servers to Cloudflare Wo…	C 62 ⁵⁄₅	◉ ⏳	48	68	—	24	84	80
11859	Errata Tool MCP Server Claim FastMCP server that enables AI assistants to integrate with Red Hat Errata Tool…	C 62 ⁵⁄₄	◉ ⏳	60	36	N/A	16	95	98
11860	Weather MCP Server Claim Provides current weather data and city comparisons for any location with suppor…	C 62 ⁵⁄₅	◉ ⏳	66	35	—	22	82	100
11861	Tally MCP ⚡ Claim Manage Tally.so forms through AI conversation. Create, update, and organize for…	C 62 ⁶⁄₆	◉ ⏳	82	70	0	47	81	92
11862	Email sending MCP ⚡ Claim 2 An MCP server that allows Claude Desktop or Cursor to send emails directly usin…	C 62 ⁵⁄₅	◉ ⏳	47	66	—	21	78	93
11863	Cost Explorer MCP Server Claim Enables querying and analyzing AWS cost and usage data through the AWS Cost Exp…	C 62 ⁵⁄₅	◉ ⏳	66	37	—	22	80	100
11864	MCP Server Redis ⚡ Claim A server that provides Claude with Redis database access and operations through…	C 62 ⁵⁄₅	◉ ⏳	60	27	—	44	80	99
11865	Bluesky MCP Server Claim Enables AI agents to interact with Bluesky social network through optimized, to…	C 62 ⁵⁄₅	◉ ⏳	66	41	—	25	77	96
11866	TechMCP - PSG College of Technology MCP… Claim Enables AI assistants to access PSG College of Technology e-campus portal data …	C 62 ⁵⁄₅	◉ ⏳	62	31	—	37	81	100
11867	x402-deploy ⚡ Claim Turn any API or MCP server into a paid service with x402	C 62 ⁶⁄₆	◉ ⏳	90	38	0	70	80	100
11868	ROI Prediction MCP Server ⚡ Claim Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…	C 62 ⁵⁄₅	◉ ⏳	72	65	—	52	80	35
11869	FastMCP Documentation & Web Scraping Se… Claim Enables web page scraping via Jina reader API and searching FastMCP documentati…	C 62 ⁵⁄₅	◉ ⏳	50	50	—	27	81	100
11870	Remote MCP Server (Authless) Claim Enables deployment of MCP servers on Cloudflare Workers without authentication …	C 62 ⁵⁄₅	◉ ⏳	48	70	—	24	81	78
11871	Google Analytics 4 MCP Server ⚡ Claim Enables managing Google Analytics 4 properties, data streams, conversions, and …	C 62 ⁵⁄₄	◉ ⏳	68	40	—	32	77	87
11872	Remote MCP Server Authless Claim A serverless MCP implementation on Cloudflare Workers that allows deploying cus…	C 62 ⁵⁄₅	◉ ⏳	48	66	—	26	84	81
11873	Personal Research Assistant MCP ⚡ Claim Enables semantic search and conversational querying across a personal research …	C 62 ⁵⁄₅	◉ ⏳	76	28	—	21	80	99
11874	GitHub MCP Server ⚡ Claim 2 A Model Context Protocol server that enables AI models to interact with GitHub'…	C 62 ⁵⁄₅	◉ ⏳	75	45	—	17	81	79
11875	SCMCP ⚡ Claim 2 An MCP server that enables single-cell RNA sequencing analysis through natural …	C 62 ⁵⁄₅	◉ ⏳	77	51	—	59	83	36
11876	Toy MCP Server ⚡ Claim A simple MCP server that provides two tools: one for counting specific letter o…	C 62 ⁵⁄₅	◉ ⏳	48	53	—	28	81	97
11877	MCP System Info Server ⚡ Claim A lightweight server that provides real-time system information including CPU, …	C 62 ⁵⁄₄	◉ ⏳	56	22	N/A	43	90	100
11878	Pixabay MCP Server Claim 1 A Model Context Protocol server that enables searching for images on Pixabay wi…	C 62 ⁶⁄₆	◉ ⏳	79	61	0	54	81	100
11879	MCP File Operations Server Claim Enables secure file management operations within a documents folder, including …	C 62 ⁵⁄₄	◉ ⏳	60	35	N/A	16	95	99
11880	MCP Git Server ⚡ Claim 3 A Model Context Protocol server that enables LLMs to interact with Git reposito…	C 62 ⁵⁄₅	◉ ⏳	59	82	—	41	77	44
11881	Hello ⚡ Claim Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…	C 62 ⁵⁄₄	◉ ⏳	42	50	N/A	17	95	100
11882	Jokes MCP Server Claim 1 A Model Context Protocol server that provides jokes on demand, allowing users t…	C 62 ⁵⁄₅	◉ ⏳	33	55	—	46	80	100
11883	uruguayan-law-mcp ⚡ Claim Uruguayan legislation via MCP — full-text search across statutes and provisions	C 62 ⁶⁄₄	◉ ⏳	90	33	0	66	95	91
11884	Weather MCP Server ⚡ Claim 1 An MCP server integrated with the QWeather API that provides real-time weather …	C 62 ⁵⁄₄	◉ ⏳	41	62	N/A	27	94	83
11885	Featureflow MCP Server ⚡ Claim Enables AI assistants to manage Featureflow feature flags, including creating a…	C 62 ⁶⁄₆	◉ ⏳	86	63	0	51	81	90
11886	MCP Gateway ⚡ Claim Reduces LLM context window overhead by proxying multiple MCP servers through a …	C 62 ⁵⁄₅	◉ ⏳	72	36	—	34	80	81
11887	TG_MCP ⚡ Claim A lightweight Python interface that exposes TigerGraph database operations as s…	C 62 ⁵⁄₅	◉ ⏳	72	22	—	40	76	97
11888	MCP GitHub Login Automation Server ⚡ Claim Enables automated GitHub login through browser automation using Playwright. Pro…	C 62 ⁵⁄₄	◉ ⏳	54	36	N/A	26	95	97
11889	Fourth Brain Demo Claim 1 An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…	C 62 ⁵⁄₅	◉ ⏳	57	50	—	25	80	93
11890	mcp-server-calculator ⚡ Claim This server enables LLMs to use calculator for precise numerical calculations	C 62 ⁵⁄₄	◉ ⏳	62	22	N/A	50	87	94
11891	Excalidraw MCP Server ⚡ Claim Enables AI agents to programmatically control a live Excalidraw canvas through …	C 62 ⁵⁄₅	◉ ⏳	84	0	—	53	78	97
11892	vscode-terminal-mcp ⚡ Claim Execute commands in visible VSCode terminal tabs with output capture and sessio…	C 62 ⁵⁄₄	◉ ⏳	72	0	N/A	55	87	98
11893	Ghost CMS MCP Server ⚡ Claim Enables comprehensive management of Ghost CMS instances through the Admin API, …	C 62 ⁶⁄₆	◉ ⏳	90	67	0	50	81	78
11894	Google Cloud MCP Server ⚡ Claim Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…	C 62 ⁵⁄₅	◉ ⏳	62	40	—	27	76	99
11895	uniswap-pools-mcp ⚡ Claim 1 An MCP server for querying Uniswap pools/pairs by token address, delivering cle…	C 62 ⁵⁄₅	◉ ⏳	49	43	—	39	81	97
11896	YouTube MCP Server ⚡ Claim Enables AI models to interact with YouTube content through video search, channe…	C 62 ⁵⁄₅	◉ ⏳	60	41	—	23	80	99
11897	Remote MCP Server Authless Claim A serverless MCP implementation on Cloudflare Workers that allows connecting AI…	C 62 ⁵⁄₅	◉ ⏳	48	68	—	21	81	84
11898	android-mcp-server ⚡ Claim 21-tool Android device control via ADB — screenshots with compression, UI tree …	C 62 ⁵⁄₄	◉ ⏳	72	0	N/A	66	82	97
11899	Remote MCP Server Authless Claim A deployable remote MCP server on Cloudflare Workers that enables the use of cu…	C 62 ⁵⁄₅	◉ ⏳	48	66	—	21	81	85
11900	MCP Prometheus ⚡ Claim 1 An MCP server for Prometheus-based monitoring that enables users to query syste…	C 62 ⁵⁄₅	◉ ⏳	57	42	—	32	82	92

Showing 11851–11900 of 57160 servers

« Prev 1 … 236 237 238 239 240 … 1144 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops