MCP Scoreboard

50103

Discovered

→

29730

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49901	dock-ai Claim Discover whether a business domain has a ready-to-use connector so you can shop…	—	○ ⏳	—	—	—	—	81	—
49902	Design Constraint Validator Claim Validate design tokens for accessibility, scales, and design-system constraint …	—	○ ⏳	—	N/A	N/A	—	—	—
49903	Library Docs MCP Server Claim Searches and fetches real-time documentation for libraries like Langchain, Open…	—	○ ⏳	—	—	—	—	81	—
49904	scholarmcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49905	MalwareAnalyzerMCP Claim Enables malware analysis through terminal command execution with specialized to…	—	○ ⏳	—	N/A	N/A	—	95	—
49906	Kova Mind MCP Server Claim Enables AI memory persistence and secure credential management via vault tools …	—	○ ⏳	—	—	—	—	—	—
49907	Java Code Generator Claim Generate secure Java code snippets and starter projects for common tasks. Learn…	—	○ ⏳	—	N/A	N/A	—	95	—
49908	val Claim QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…	—	○ ⏳	—	N/A	N/A	—	—	—
49909	inventory-management-ai-mcp Claim inventory-management-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
49910	mcp-debugger-node Claim MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…	—	○ ⏳	—	N/A	N/A	—	—	—
49911	youtube-channel-email-extractor Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49912	OctSSH Claim Provides LLMs with safe, controllable, and stateful SSH access to shell environ…	—	○ ⏳	—	—	—	—	—	—
49913	FBI Crime Data MCP Server Claim Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…	—	○ ⏳	—	—	—	—	—	—
49914	Substack MCP Server ⚡ Claim Enables programmatic management of Substack content, including creating drafts,…	—	○ ⏳	—	—	—	—	81	—
49915	n8n MCP Agent Claim Autonomous AI agent for n8n workflow automation with credential factories, exec…	—	○ ⏳	—	—	—	—	—	—
49916	linkshrink-api Claim Free privacy-first URL shortener API with analytics and link management. No API…	—	○ ⏳	—	—	—	—	95	—
49917	rspace Claim R.Space — the real estate OS for the UAE. The platform powers every side of th…	—	○ ⏳	—	—	—	—	81	—
49918	MCP Testing Assistant Claim Enables automated testing and coverage reporting for MCP services with test exe…	—	○ ⏳	—	N/A	N/A	—	95	—
49919	Roblox MCP Server Claim Bridges AI assistants with Roblox game environments in real-time via a Lua clie…	—	○ ⏳	—	N/A	N/A	—	95	—
49920	Crossmint HR Airdrop MCP Claim Helps corporate HR teams airdrop Solana tokens to employees with support for ro…	—	○ ⏳	—	—	—	—	81	—
49921	PyAutoGUI-MCP Claim Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…	—	○ ⏳	—	N/A	N/A	—	—	—
49922	insights Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49923	Gravitas-Core-MCP Claim Production-grade, autonomous Model Context Protocol (MCP) server that elevates …	—	○ ⏳	—	N/A	N/A	—	—	—
49924	mcp-myvariant Claim Enables querying metadata from MyVariant.info, a comprehensive variant annotati…	—	○ ⏳	—	—	—	—	—	—
49925	AllocContext Claim Portfolio-aware crypto context for AI agents. Discover holdings, market, sentim…	—	○ ⏳	—	—	—	—	—	—
49926	Pixie Vacations Travel Booking Claim Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…	—	○ ⏳	—	—	—	—	—	—
49927	android-mcp-server Claim A powerful MCP server that provides comprehensive Android device automation cap…	—	○ ⏳	—	N/A	N/A	—	—	—
49928	Solana MCP Server Claim Enables AI agents to read chain data, execute transactions, swap tokens, and ma…	—	○ ⏳	—	—	—	—	—	—
49929	YetAnotherFigmaMCP Claim Caches Figma file data locally and provides an MCP server for AI agents to sear…	—	○ ⏳	—	—	—	—	—	—
49930	hass-mcp Claim Enables controlling and querying Home Assistant devices and services via natura…	—	○ ⏳	—	—	—	—	—	—
49931	mcp-helmet Claim A production middleware toolkit for MCP servers providing auth, health checks, …	—	○ ⏳	—	—	—	—	—	—
49932	confluence-mcp-server Claim An MCP server that connects AI assistants to Confluence, enabling search and fe…	—	○ ⏳	—	—	—	—	—	—
49933	adsdas Claim adsdas	—	○ ⏳	—	N/A	N/A	—	95	—
49934	AgentCron Claim Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…	—	○ ⏳	—	—	—	—	—	—
49935	agent-mosaic-skill Claim Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…	—	○ ⏳	—	N/A	N/A	—	—	—
49936	l3fe19f18-204b-4b10-9a3b-ec0c21f71ff2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49937	server Claim Construction data API for AI agents: calculators, codes, costs, products, bench…	—	○ ⏳	—	—	—	—	—	—
49938	gptzero-mcp Claim Enables AI content detection with sentence-level and paragraph-level AI probabi…	—	○ ⏳	—	—	—	—	—	—
49939	AegisReader Security MCP Server Claim A government-oriented MCP server implementing security controls for AegisReader…	—	○ ⏳	—	N/A	N/A	—	95	—
49940	google-workspace-mcp-sidecar Claim A policy-enforcing MCP sidecar that provides Gmail and Google Calendar tools, e…	—	○ ⏳	—	—	—	—	—	—
49941	Reddit Universal MCP Server Claim Provides a standardized interface for interacting with Reddit's tools and servi…	—	○ ⏳	—	—	—	—	—	—
49942	Sonatype MCP Server Claim A Model Context Protocol (MCP) server for Sonatype Nexus Repository Manager tha…	—	○ ⏳	—	—	—	—	—	—
49943	context-diamond Claim Enables LLM agents to compress handoffs into structured, auditable context caps…	—	○ ⏳	—	N/A	N/A	—	—	—
49944	MCP PR Recommender Claim Intelligent PR boundary detection and recommendation system that analyzes git c…	—	○ ⏳	—	—	—	—	—	—
49945	blender-mcp Claim Enables AI-powered control of Blender through natural language, allowing users …	—	○ ⏳	—	N/A	N/A	—	—	—
49946	Stock Analysis MCP Server Claim Offers real-time stock prices, sector and historical analysis, top performers f…	—	○ ⏳	—	—	—	—	—	—
49947	my_test Claim Get current weather for any city and create images from your prompts. Streamlin…	—	○ ⏳	—	N/A	N/A	—	95	—
49948	Fetchium Claim Fetchium — token-efficient web retrieval for AI agents	—	○ ⏳	—	—	—	—	—	—
49949	Browsegrab Claim Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…	—	○ ⏳	—	N/A	N/A	—	95	—
49950	nexo Claim 1 Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…	—	○	—	N/A	N/A	—	81	—

Showing 49901–49950 of 50103 servers

« Prev 1 … 997 998 999 1000 1001 … 1003 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops