MCP Scoreboard

66502

Discovered

→

31828

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
54051	MCP Weather Data Fetcher Claim Enables AI agents to retrieve live weather updates for any city via OpenWeather…	—	○ ⏳	—	—	—	—	81	—
54052	OpenWeatherMap MCP Server Claim Integrates OpenWeatherMap API with MCP to provide weather data, forecasts, air …	—	○ ⏳	—	—	—	—	—	—
54053	hk-misc-mcp-server Claim Provides access to Hong Kong government auction data for confiscated, used/surp…	—	○ ⏳	—	—	—	—	—	—
54054	GitHub Repository Intelligence Claim Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, de…	—	○ ⏳	—	—	—	—	—	—
54055	MCP-Server Claim A minimal MCP server built with TypeScript that exposes a get_weather tool over…	—	○ ⏳	—	N/A	N/A	—	—	—
54056	drive-update-mcp Claim Enables Claude to update existing Google Drive files in place via a service acc…	—	○ ⏳	—	—	—	—	—	—
54057	Twilize - Tableau Workbook Builder Claim Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…	—	○ ⏳	—	—	—	—	81	—
54058	iwant.fyi - demand-side commerce Claim Demand-side commerce: agents post a user's purchase intent, get ranked cross-so…	—	○ ⏳	—	—	—	—	—	—
54059	MCP News Scraper Claim A Model Control Protocol server that provides news scraping capabilities for Kh…	—	○ ⏳	—	N/A	N/A	—	95	—
54060	mcp-server Claim An MCP server that integrates with LangChain and ChromaDB to provide documentat…	—	○ ⏳	—	N/A	N/A	—	—	—
54061	Busymate DevTools Claim Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…	—	○ ⏳	—	—	—	—	—	—
54062	Google Workspace Developer Assist Claim Provide AI assistants with up-to-date access to Google Workspace APIs and servi…	—	○ ⏳	—	N/A	N/A	—	95	—
54063	nbdpsy-mcp Claim MCP server for managing Xiaohongshu (Little Red Book) account matrix operations…	—	○ ⏳	—	—	—	—	—	—
54064	MCP KQL Server Claim 1 Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…	—	○	—	N/A	N/A	—	81	—
54065	Template MCP Server Claim A production-ready template for developing MCP servers with Python and FastMCP,…	—	○ ⏳	—	—	—	—	—	—
54066	Office MCP Server Claim MCP server for Microsoft Office file operations. Read, write, and create Excel,…	—	○ ⏳	—	N/A	N/A	—	—	—
54067	gopeak Claim GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DA…	—	○ ⏳	—	N/A	N/A	—	95	—
54068	Dealership AI MCP Server Claim MCP server that enables AI agents to instantly understand, generate pattern-awa…	—	○ ⏳	—	N/A	N/A	—	—	—
54069	trust-check-mcp Claim Free OFAC SDN wallet screen + sample preview for AI agents on Base. Read-only, …	—	○ ⏳	—	—	—	—	—	—
54070	MySQL MCP Server Claim Enables AI agents to interact with a MySQL database using natural language, aut…	—	○ ⏳	—	N/A	N/A	—	95	—
54071	Prowpt MCP Server Claim Enables AI agents to create, edit, and publish web apps on Prowpt.ai through pr…	—	○ ⏳	—	—	—	—	—	—
54072	xraylarch-mcp Claim MCP server that wraps xraylarch for X-ray spectroscopy analysis, enabling loadi…	—	○ ⏳	—	N/A	N/A	—	—	—
54073	Signal Desk by LarryBuildsAI Claim Low-cost decision layer before high-stakes agent-tool spend.	—	○ ⏳	—	—	—	—	—	—
54074	MCP Prediction Markets Claim Provides search, trending, odds, arbitrage, and category browsing for predictio…	—	○ ⏳	—	—	—	—	—	—
54075	M5 Petit Notes Claim A note-taking MCP server for Claude-based agents that provides persistent markd…	—	○ ⏳	—	N/A	N/A	—	—	—
54076	GoHighLevel MCP Server Claim Enables LLMs to read conversations, send messages, create tasks, and manage cal…	—	○ ⏳	—	N/A	N/A	—	—	—
54077	EBS CloudWatch Metrics MCP Claim Provides tools to query and calculate AWS EBS performance metrics from CloudWat…	—	○ ⏳	—	—	—	—	81	—
54078	@houtini/contentmarketingideas Claim Content Marketing Ideas MCP server: an editorial copilot enabling source monito…	—	○ ⏳	—	—	—	—	—	—
54079	mcp-server Claim Search TradeSearcher strategies and backtests from Claude Code, Cursor, Codex, …	—	○ ⏳	—	N/A	N/A	—	—	—
54080	APIHub Claim Marketplace of pay-per-call APIs for AI agents. Top up once with USDC credits, …	—	○ ⏳	—	—	—	—	81	—
54081	agent-tools (x402 + MCP + A2A directory) Claim Discover x402 services, MCP servers and A2A agents by intent — agent-tools.clou…	—	○ ⏳	—	—	—	—	—	—
54082	ChatGPT Apps SDK Next.js Starter Claim A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…	—	○ ⏳	—	—	—	—	81	—
54083	mrmarket.ai Claim Analytical engine for US-listed equities: screens, rankings, and event studies …	—	○ ⏳	—	—	—	—	—	—
54084	MCP-MEmu Claim AI-powered Android emulator control via Model Context Protocol, enabling agents…	—	○ ⏳	—	N/A	N/A	—	—	—
54085	nvidia-cumulus-mcp Claim MCP server that integrates with the Cumulus Linux OS via NVUE API to read netwo…	—	○ ⏳	—	—	—	—	—	—
54086	Agent Web Interface Claim Gives AI agents a compact, semantic interface to the browser, returning structu…	—	○ ⏳	—	N/A	N/A	—	—	—
54087	x402 Stellar MCP Server Claim Enables AI agents to pay for protected HTTP resources using Stellar USDC via th…	—	○ ⏳	—	N/A	N/A	—	—	—
54088	edgarmcp Claim Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.	—	○ ⏳	—	N/A	N/A	—	—	—
54089	DB Assistant MCP Server Claim Enables natural language performance analysis and optimization of AWS Aurora My…	—	○ ⏳	—	—	—	—	—	—
54090	Oura Ring Connect Claim Connect your Oura Ring account securely in minutes. Enable authorized access to…	—	○ ⏳	—	N/A	N/A	—	95	—
54091	mcp-server Claim MCP server that enables web search via Tavily API and chess player stats via Ch…	—	○ ⏳	—	N/A	N/A	—	—	—
54092	codegraphcontext Claim	—	○ ⏳	—	N/A	N/A	—	95	—
54093	ctscout Claim Enables named-entity attribution from Certificate Transparency logs (OV/EV only…	—	○ ⏳	—	—	—	—	—	—
54094	llm-output-quality-monitor Claim Cloudflare Workers MCP server: llm-output-quality-monitor	—	○ ⏳	—	—	—	—	—	—
54095	SEC EDGAR Claim SEC EDGAR filings (10-K, 10-Q, 8-K), XBRL financials, and full-text filing sear…	—	○ ⏳	—	N/A	N/A	—	—	—
54096	Wuniq KE (Knowledge Engine) Claim The structured memory layer your AI is missing. Requires the free Wuniq desktop…	—	○ ⏳	—	N/A	N/A	—	—	—
54097	legalize-mcp Claim Provides tools for querying Korean laws, precedents, administrative rules, and …	—	○ ⏳	—	N/A	N/A	—	—	—
54098	hot-news Claim Track breaking stories and trending topics across Chinese and global sources in…	—	○ ⏳	—	N/A	N/A	—	95	—
54099	undo Claim Provides checkpoint and rollback capabilities for AI agents, reversing file sys…	—	○ ⏳	—	N/A	N/A	—	—	—
54100	mcp-server Claim 1 Turn a portrait photo and a script into a talking-head AI video via the Puppetr…	—	○	—	N/A	N/A	—	69	—

Showing 54051–54100 of 66502 servers

« Prev 1 … 1080 1081 1082 1083 1084 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops