MCP Scoreboard

66484

Discovered

→

31817

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
58901	TDM MCP Server Claim Enables AI agents to perform local session-state checks for TDM, helping decide…	—	○ ⏳	—	N/A	N/A	—	—	—
58902	Multi-MCP Agent System with Google Cale… Claim A system integrating two independent MCP servers for Google Calendar and Google…	—	○ ⏳	—	—	—	—	—	—
58903	@prosodyai/mcp-docs Claim Exposes ProsodyAI documentation, SDK references, REST API reference (OpenAPI), …	—	○ ⏳	—	—	—	—	—	—
58904	Omni-Video Studio MCP Claim Enables AI agents to edit video using text-based proxies, motion graphics via H…	—	○ ⏳	—	N/A	N/A	—	—	—
58905	notebook-edit Claim MCP server for structural editing of Jupyter notebook cells (list, read, insert…	—	○ ⏳	—	N/A	N/A	—	—	—
58906	mcp-slack Claim Enables Slack integration with tools to list channels, read messages, and post …	—	○ ⏳	—	N/A	N/A	—	—	—
58907	mcp-translate Claim An MCP server that translates user messages from Portuguese to English and Clau…	—	○ ⏳	—	N/A	N/A	—	—	—
58908	Study Prep MCP Server Claim Enables browsing and preparing study materials from local documents (PDF, Markd…	—	○ ⏳	—	N/A	N/A	—	—	—
58909	mcp Claim AI coding context for Claude Code, Cursor, and Codex. Path-scoped team memories…	—	○ ⏳	—	—	—	—	—	—
58910	Global Weather MCP Server Claim Provides weather data including US alerts, US forecasts, and global 5-day forec…	—	○ ⏳	—	—	—	—	—	—
58911	mcp-arcgis-eastbatonrouge Claim Access East Baton Rouge Parish open geospatial data (parcels, addresses, public…	—	○ ⏳	—	—	—	—	—	—
58912	GhostWall MCP Server Claim Enables offline multi-agent security orchestration by providing tools for netwo…	—	○ ⏳	—	N/A	N/A	—	—	—
58913	ableton-mcp Claim MCP server for controlling Ableton Live, enabling AI assistants to interact wit…	—	○ ⏳	—	N/A	N/A	—	—	—
58914	MCP Local FastMCP Server Claim A FastMCP server providing web search, scraping, image extraction, and mail pla…	—	○ ⏳	—	N/A	N/A	—	—	—
58915	fred-mcp-server Claim Search and fetch ~800K Federal Reserve economic time-series from the FRED API v…	—	○ ⏳	—	N/A	N/A	—	—	—
58916	mcp-ssh Claim MCP server for remote Linux/Unix server management via SSH, enabling command ex…	—	○ ⏳	—	N/A	N/A	—	—	—
58917	ScopePilot MCP Claim A safe and bounded AI-agent security testing framework that enables authorized …	—	○ ⏳	—	N/A	N/A	—	—	—
58918	GenLayer MCP Server Claim A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…	—	○ ⏳	—	—	—	—	—	—
58919	nimble-crm-mcp Claim MCP server for the Nimble CRM API, enabling management of contacts, deals, note…	—	○ ⏳	—	—	—	—	—	—
58920	mind-mcp Claim Exposes a .mind/ folder to MCP agents, enabling reading files, searching memory…	—	○ ⏳	—	N/A	N/A	—	—	—
58921	CodeMind Claim An AI Security Guardian MCP server that provides real-time vulnerability scanni…	—	○ ⏳	—	N/A	N/A	—	—	—
58922	scrapbox-cosense-mcp-editable Claim MCP server for Cosense (formerly Scrapbox) that enables page creation, editing,…	—	○ ⏳	—	—	—	—	—	—
58923	hydra-bridge Claim Enables AI agents to control Hydra Launcher programmatically — search games, ma…	—	○ ⏳	—	N/A	N/A	—	—	—
58924	mcp-web-fetch Claim Enables token-efficient web reading and HTTP requests for MCP agents, with tool…	—	○ ⏳	—	—	—	—	—	—
58925	Agent Analytics MCP Server Claim Tracks and analyzes AI agent tool calls with event logging, dashboard, per-tool…	—	○ ⏳	—	—	—	—	—	—
58926	computer-use-windows Claim A standalone MCP server for Windows desktop control, enabling screenshots, mous…	—	○ ⏳	—	N/A	N/A	—	—	—
58927	deploy-mcp-eklps Claim Allows AI assistants to deploy static frontend directories to Surge.sh via a si…	—	○ ⏳	—	N/A	N/A	—	—	—
58928	sprinty Claim A disciplined-sprint MCP server for AI coding agents, providing structured spri…	—	○ ⏳	—	N/A	N/A	—	—	—
58929	MCP Voice Soundboard Claim A text-to-speech MCP server with 48 voices across 9 languages, supporting emoti…	—	○ ⏳	—	N/A	N/A	—	—	—
58930	volcengine-mcp-server Claim MCP server that exposes Volcengine OpenAPI as tools, enabling AI agents to inte…	—	○ ⏳	—	—	—	—	—	—
58931	mcp-server-pexels Claim An MCP server to search for (free) stock images and videos from pexels.com.	—	○ ⏳	—	—	—	—	—	—
58932	@vibecheck/mcp Claim Enables AI agents to manage git-backed website content through natural language…	—	○ ⏳	—	—	—	—	—	—
58933	CMS Healthcare Data MCP Server Claim Exposes four CMS public datasets as callable tools in Claude conversations, ena…	—	○ ⏳	—	N/A	N/A	—	—	—
58934	Aurey Wallet MCP Claim Self-hosted MCP server enabling AI agents to manage EVM wallets, check balances…	—	○ ⏳	—	N/A	N/A	—	—	—
58935	Yamato Printer MCP Server Claim Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…	—	○ ⏳	—	N/A	N/A	—	—	—
58936	mcp-django-server Claim A Django MCP server that exposes tools and resources to AI agents using simple …	—	○ ⏳	—	—	—	—	—	—
58937	FLASK-tools Claim Provides a collection of MCP servers for computational chemistry tasks includin…	—	○ ⏳	—	N/A	N/A	—	—	—
58938	MCP Server Playground Claim A learning project that wraps a FastAPI app with endpoints for random facts and…	—	○ ⏳	—	—	—	—	—	—
58939	PDF Kit Claim 1 AI-powered PDF tools: fill forms, merge, extract data, and split PDFs	—	○	—	N/A	N/A	—	81	—
58940	mcp-testweather Claim	—	○ ⏳	—	N/A	N/A	—	95	—
58941	msloop-mcp Claim MCP server that provides read access to Microsoft Loop workspaces and pages by …	—	○ ⏳	—	N/A	N/A	—	—	—
58942	Keepa MCP Server Claim Provides conversational access to Keepa's product and sales data for product re…	—	○ ⏳	—	—	—	—	—	—
58943	ultra-confluence-mcp Claim A Model Context Protocol server for Confluence Cloud that aggressively trims AP…	—	○ ⏳	—	—	—	—	—	—
58944	Panaya MCP Server Claim Exposes Panaya REST APIs as MCP tools for managing entities like projects, requ…	—	○ ⏳	—	N/A	N/A	—	—	—
58945	agent-debugger Claim Enables AI agents to investigate backend incidents by executing runbooks that g…	—	○ ⏳	—	—	—	—	—	—
58946	wcprediction-mcp Claim MCP server for a World Cup 2026 prediction game assistant, providing tools for …	—	○ ⏳	—	N/A	N/A	—	—	—
58947	konsol-mcp Claim MCP server for configuring the konsol Frappe app via the CLI. Enables AI client…	—	○ ⏳	—	—	—	—	—	—
58948	codeJung-mcp Claim MCP server that exposes the self-hosted codeJung code-review service as tools, …	—	○ ⏳	—	N/A	N/A	—	—	—
58949	JustFill PDF Forms Claim Fill any PDF form with AI agents — ML field detection on scans, visual review l…	—	○ ⏳	—	N/A	N/A	—	—	—
58950	llamator-mcp-server Claim Enables automated LLM red teaming by submitting asynchronous test runs, retriev…	—	○ ⏳	—	—	—	—	—	—

Showing 58901–58950 of 66484 servers

« Prev 1 … 1177 1178 1179 1180 1181 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops