MCP Scoreboard

47628

Discovered

→

29602

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
47501	VINdata Claim VIN decoding and European vehicle data for automotive workflows.	—	○ ⏳	—	—	—	—	—	—
47502	endiagram Claim Deterministic structural analysis that gets your AI laser focused. 13 graph-the…	—	○ ⏳	—	—	—	—	81	—
47503	mcp-server Claim Operating contracts for AI agents. Structured instructions compiled into system…	—	○ ⏳	—	N/A	N/A	—	—	—
47504	c2paintake-mcp Claim Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…	—	○ ⏳	—	—	—	—	—	—
47505	star Claim 查询星座的性格特征、守护星与元素等要点。获取每日运势，并根据生日快速确定你的星座。匹配两人星座看配对指数，计算并解读你的上升星座。	—	○ ⏳	—	N/A	N/A	—	95	—
47506	seedweaver-mcp Claim Schema-aware relational test data generator with working foreign keys, for any …	—	○ ⏳	—	N/A	N/A	—	—	—
47507	SpecForged Claim Create and evolve clear software specifications from requirements and design to…	—	○ ⏳	—	N/A	N/A	—	95	—
47508	mcp Claim Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…	—	○ ⏳	—	—	—	—	—	—
47509	portkey-admin-mcp Claim Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.	—	○ ⏳	—	N/A	N/A	—	—	—
47510	Avalara AvaTax Claim Access Avalara AvaTax API for tax calculation, transactions, nexus management, …	—	○ ⏳	—	—	—	—	—	—
47511	agent-cost-meter Claim Gives your agent spending awareness it doesn't have natively. Tracks cumulative…	—	○ ⏳	—	—	—	—	81	—
47512	HWPX Document Server Claim Enables reading, editing, and creating Korean HWPX documents through python-hwp…	—	○ ⏳	—	N/A	N/A	—	95	—
47513	tradernet Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47514	Habitize Emotional Wellness Server Claim Connect your AI assistant to Habitize's emotional wellness platform to analyze …	—	○ ⏳	—	N/A	N/A	—	95	—
47515	copilot-status-mcp Claim MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…	—	○ ⏳	—	N/A	N/A	—	—	—
47516	skim402 Claim Clean web reader for AI agents. Pays $0.002/call in USDC on Base via x402. No A…	—	○ ⏳	—	N/A	N/A	—	—	—
47517	fpf-memory Claim This MCP server provides a deterministic index of the First Principles Framewor…	—	○ ⏳	—	—	—	—	—	—
47518	job-search Claim Search Korean job postings from JobKorea and Saramin by company name	—	○ ⏳	—	N/A	N/A	—	95	—
47519	InferMap Claim Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. …	—	○ ⏳	—	—	—	—	—	—
47520	datos.gob.do-MCP-server Claim MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…	—	○ ⏳	—	N/A	N/A	—	—	—
47521	AgentGraph Trust Claim 1 Security scanning and trust verification for AI agent tools.	—	○	—	N/A	N/A	—	81	—
47522	mcp Claim Brazilian public procurement (PNCP) and Federal Revenue CNPJ data — 16 tools, 4…	—	○ ⏳	—	N/A	N/A	—	—	—
47523	AgentCron Claim Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…	—	○ ⏳	—	—	—	—	—	—
47524	hibae-admin-gq Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47525	avaliabem Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47526	LocalFiles MCP Server Claim Provides secure access to local files from specified directories. Enables listi…	—	○ ⏳	—	N/A	N/A	—	—	—
47527	Django DRF MCP Server Claim Enables natural language interaction with Django REST Framework APIs by auto-di…	—	○ ⏳	—	—	—	—	—	—
47528	The Stall Claim x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…	—	○ ⏳	—	—	—	—	—	—
47529	Jeikin Claim Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…	—	○ ⏳	—	—	—	—	—	—
47530	WP Database MCP Server Claim Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …	—	○ ⏳	—	—	—	—	—	—
47531	RPGMakerUltimate-MCP Claim Model Context Protocol server for RPG Maker MV project management. Provides 102…	—	○ ⏳	—	N/A	N/A	—	—	—
47532	hipaa-compliance-mcp Claim hipaa-compliance-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
47533	Filesys Claim A Filesystem MCP server that allows an LLM to read and list files from a specif…	—	○ ⏳	—	N/A	N/A	—	95	—
47534	SenderKit Claim Build and send email, SMS, and push straight from your AI agent.	—	○ ⏳	—	—	—	—	—	—
47535	Chrome Enterprise Premium MCP Server ✓ Claim A Model Context Protocol (MCP) server for Chrome Enterprise Premium that expose…	—	○ ⏳	—	—	—	—	—	—
47536	Overseerr MCP Claim Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…	—	○ ⏳	—	—	—	—	—	—
47537	Google Ads MCP Claim Enables LLMs to interact with Google Ads accounts via tools like list_accounts …	—	○ ⏳	—	—	—	—	—	—
47538	Award Flight Daily Claim Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…	—	○ ⏳	—	—	—	—	81	—
47539	PDBe MCP Servers Claim Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…	—	○ ⏳	—	—	—	—	—	—
47540	Commune Claim Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…	—	○ ⏳	—	N/A	N/A	—	83	—
47541	Revelata deepKPI Claim Fundamental data, including operating KPIs, you can't even find on Bloomberg — …	—	○ ⏳	—	—	—	—	81	—
47542	Embgrep Claim Local semantic search — embedding-powered grep for files, zero external service…	—	○ ⏳	—	N/A	N/A	—	95	—
47543	PDF to PNG Converter MCP Claim Enables Claude Code to convert PDF files to high-quality PNG images, download a…	—	○ ⏳	—	N/A	N/A	—	—	—
47544	folosat-mcp Claim 1 Folosat MCP — income allocation, savings goals, group expenses and wealth track…	—	○	—	N/A	N/A	—	81	—
47545	Chamade Claim Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …	—	○ ⏳	—	—	—	—	81	—
47546	LogoKit Brand & Company Data Claim Company & brand data by domain or ticker/ISIN: industry, headcount, HQ, social,…	—	○ ⏳	—	—	—	—	—	—
47547	whoop-mcp Claim Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …	—	○ ⏳	—	N/A	N/A	—	—	—
47548	nodehero Claim AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.	—	○ ⏳	—	N/A	N/A	—	95	—
47549	mcp-sse-demo-02 Claim 1 Spring Boot MCP 服务器（示例占位描述），通过 GHCR 以 OCI 镜像发布至 MCP Registry。	—	○	—	N/A	N/A	—	72	—
47550	mcp Claim See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sourc…	—	○ ⏳	—	—	—	—	—	—

Showing 47501–47550 of 47628 servers

« Prev 1 … 949 950 951 952 953 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops