MCP Scoreboard

30006

Discovered

→

24039

Scored

→

1224

Verified

→

16961

Complete

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

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
25851	LocalWP MCP Claim An MCP server that enables AI agents to discover, manage, and interact with Loc…	—	○ ⏳	—	N/A	N/A	—	—	—
25852	IndieStack Claim Open-source supply chain for AI agents. 3,000+ indie creations across 25 catego…	—	○	—	N/A	N/A	—	95	—
25853	MCP Learning Server Claim A comprehensive educational server demonstrating Model Context Protocol capabil…	—	○	—	—	—	—	81	—
25854	GitLab MCP Server Claim Connects AI assistants to GitLab, enabling natural language queries for merge r…	—	○	—	—	—	—	81	—
25855	crypto-quant-signal-mcp Claim Crypto perp signals, funding arb scanning, and market regime detection via MCP.	—	○ ⏳	—	N/A	N/A	—	—	—
25856	pdfmux Claim PDF extraction that actually works. The only extractor that audits every page. …	—	○ ⏳	—	—	—	—	—	—
25857	hwp-mcp Claim An MCP server for reading, writing, and managing Korean Hangul Word Processor (…	—	○ ⏳	—	N/A	N/A	—	—	—
25858	MCP Arena Claim A turn-based combat platform where AI agents autonomously battle in a real-time…	—	○ ⏳	—	—	—	—	—	—
25859	duckduckgo-mcp Claim Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…	—	○ ⏳	—	N/A	N/A	—	95	—
25860	obsidian-mcp-pro Claim Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-…	—	○ ⏳	—	N/A	N/A	—	—	—
25861	QuickChart MCP Server Claim Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…	—	○ ⏳	—	—	—	—	81	—
25862	weather-mcp-server Claim	—	○	—	N/A	N/A	—	95	—
25863	fetch Claim	—	○	—	N/A	N/A	—	95	—
25864	conkurrence Claim Measure whether your AI agrees with itself using statistical consensus metrics.	—	○ ⏳	—	N/A	N/A	—	—	—
25865	clockify-mcp Claim	—	○	—	N/A	N/A	—	95	—
25866	gemini-audio-mcp Claim High-performance audio, music, and voice generation MCP server for Gemini 2.5 a…	—	○ ⏳	—	N/A	N/A	—	—	—
25867	organizze Claim	—	○ ⏳	—	N/A	N/A	—	95	—
25868	adops-mcp Claim AI-powered cross-platform ad management for Google Ads and Meta Ads.	—	○ ⏳	—	N/A	N/A	—	—	—
25869	StarRocks MCP Server Claim A TypeScript implementation of a Model Context Protocol server that enables int…	—	○	—	N/A	N/A	—	95	—
25870	SharpEdge MCP Server Claim Connects AI assistants to SharpEdge AI to discover +EV sports betting opportuni…	—	○ ⏳	—	—	—	—	—	—
25871	comidp-mcp-server Claim	—	○	—	N/A	N/A	—	95	—
25872	smara Claim Persistent cross-platform memory for AI agents with Ebbinghaus decay scoring.	—	○ ⏳	—	N/A	N/A	—	—	—
25873	BizIntel Claim Analyze market trends and competitor landscapes to identify strategic growth op…	—	○	—	—	—	—	81	—
25874	mcp_polygon) Claim 1 An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…	—	○	—	—	—	—	81	—
25875	HTML to PDF Claim Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…	—	○	—	N/A	N/A	—	95	—
25876	pubnub-mcp Claim	—	○	—	N/A	N/A	—	95	—
25877	Todoist MCP Server Claim A self-hosted MCP server that wraps the official Todoist AI package to provide …	—	○	—	—	—	—	81	—
25878	windows_mcp ✓ Claim	—	○	—	N/A	N/A	—	95	—
25879	XcodeBuildMCP Claim A Model Context Protocol (MCP) server that provides Xcode-related tools for int…	—	○	—	N/A	N/A	—	95	—
25880	MCP Server Claim A production-grade Model Context Protocol server that enables secure management…	—	○	—	—	—	—	81	—
25881	Chronos MCP Claim Provides Claude with persistent local memory and a structured knowledge graph f…	—	○ ⏳	—	N/A	N/A	—	—	—
25882	Drug Interaction MCP Server Claim Enables querying of Chinese-Western medicine interactions with comprehensive dr…	—	○	—	N/A	N/A	—	95	—
25883	leadpipe-mcp Claim AI-powered lead qualification engine for MCP. Ingest, enrich, score, and export…	—	○ ⏳	—	N/A	N/A	—	—	—
25884	Crawlio MCP Claim AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…	—	○	—	N/A	N/A	—	95	—
25885	NerdExam Claim Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…	—	○ ⏳	—	N/A	N/A	—	—	—
25886	Thinkific MCP Server Claim Enables AI assistants to manage Thinkific sites through the REST Admin API, pro…	—	○ ⏳	—	—	—	—	—	—
25887	Chronos MCP Claim Provides Claude with a persistent local memory and structured knowledge graph t…	—	○ ⏳	—	N/A	N/A	—	—	—
25888	vyos-mcp Claim An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…	—	○ ⏳	—	—	—	—	—	—
25889	simplefunctions Claim Calibrated world model for AI agents. 40 tools: world state, markets, trading. …	—	○ ⏳	—	—	—	—	—	—
25890	Yantrix MCP Claim Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…	—	○ ⏳	—	—	—	—	—	—
25891	Fathom AI MCP Claim An MCP server for the Fathom AI meeting intelligence API	—	○ ⏳	—	—	—	—	—	—
25892	GDB MCP Server Claim Enables AI agents to debug embedded systems by providing a comprehensive interf…	—	○ ⏳	—	N/A	N/A	—	—	—
25893	ScottOS MCP Calendar Server Claim Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…	—	○ ⏳	—	—	—	—	81	—
25894	Browsegrab Claim Token-efficient browser agent for local LLMs. Playwright + accessibility tree +…	—	○	—	N/A	N/A	—	95	—
25895	ragalgo-v3 Claim	—	○	—	N/A	N/A	—	95	—
25896	Dual-Model MCP Server Claim An MCP server that orchestrates a dual-model workflow using Claude Opus for hig…	—	○ ⏳	—	—	—	—	—	—
25897	Start.gg MCP Server Claim Provides access to the Start.gg GraphQL API for querying tournament information…	—	○ ⏳	—	—	—	—	—	—
25898	Maharashtra Medicine MCP Server Claim Enables analysis of wholesale medicine purchase data by providing tools for inv…	—	○ ⏳	—	—	—	—	—	—
25899	ClawHire MCP Claim An employer-facing MCP server that enables hiring managers to post jobs, search…	—	○	—	—	—	—	81	—
25900	social-content-mcp-server Claim Access Hacker News, Dev.to, IMDB, podcasts, and Eventbrite data through the Mod…	—	○	—	N/A	N/A	—	83	—

Showing 25851–25900 of 30006 servers

« Prev 1 … 516 517 518 519 520 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution