MCP Scoreboard

66502

Discovered

→

31827

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 4 hours, 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
50201	@aiready/ast-mcp-server Claim AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…	—	○ ⏳	—	N/A	N/A	—	—	—
50202	shopify-graphql-mcp Claim A Model Context Protocol server that provides comprehensive access to the Shopi…	—	○ ⏳	—	—	—	—	—	—
50203	brain-mcp Claim Enables automatic knowledge capture and injection of guardrails for AI assistan…	—	○ ⏳	—	N/A	N/A	—	—	—
50204	Graph RAG MCP Server for Obsidian Claim A local-first Graph-RAG system combining ChromaDB with metadata-based graph rel…	—	○ ⏳	—	N/A	N/A	—	—	—
50205	Terminal SSH MCP Server Claim MCP server that enables SSH access and terminal commands for Railway containers…	—	○ ⏳	—	N/A	N/A	—	—	—
50206	desktop-commander-gpt-app Claim	—	○ ⏳	—	N/A	N/A	—	95	—
50207	GitLab API MCP Server Claim Enables AI assistants to interact with the GitLab API, providing over 1000 tool…	—	○ ⏳	—	N/A	N/A	—	—	—
50208	novada-mcp Claim One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…	—	○ ⏳	—	—	—	—	—	—
50209	@arcwall/mcp-server Claim Security scanning for AI coding tools (Claude Code, Cursor, Windsurf) including…	—	○ ⏳	—	N/A	N/A	—	—	—
50210	ai-counsel Claim 🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…	—	○ ⏳	—	N/A	N/A	—	95	—
50211	browserbase Claim	—	○ ⏳	—	N/A	N/A	—	95	—
50212	Signal MCP Claim An MCP server that runs developer tooling commands (tests, linters, etc.) and r…	—	○ ⏳	—	N/A	N/A	—	—	—
50213	tax-law-mcp Claim Provides access to Japanese tax law data from official sources via a local web …	—	○ ⏳	—	N/A	N/A	—	—	—
50214	holmesgpt-runbook-mcp Claim MCP server for HolmesGPT that provides runbook search, gap detection, AI-assist…	—	○ ⏳	—	—	—	—	—	—
50215	MATLAB MCP Server Claim A powerful MCP server that integrates MATLAB with AI, allowing you to execute M…	—	○ ⏳	—	N/A	N/A	—	—	—
50216	microsoft-ads-mcp Claim An MCP server for the Microsoft Advertising (Bing Ads) API. Gives an MCP client…	—	○ ⏳	—	N/A	N/A	—	—	—
50217	Legal Hub MCP - Argentina Claim Unified MCP server for Argentine legal sources, enabling access to 11 databases…	—	○ ⏳	—	N/A	N/A	—	—	—
50218	Azure DevOps MCP Server Claim Enables interaction with Azure DevOps Boards through the Model Context Protocol…	—	○ ⏳	—	—	—	—	81	—
50219	Ableton MCP Claim Enables full control of Ableton Live from AI assistants, including transport, t…	—	○ ⏳	—	N/A	N/A	—	—	—
50220	ai-design-expert Claim Provides design capabilities including requirement analysis, visual token extra…	—	○ ⏳	—	N/A	N/A	—	—	—
50221	@cynco/mcp Claim Enables AI agents to read and write Cynco accounting data, including querying b…	—	○ ⏳	—	—	—	—	—	—
50222	vision-bridge-mcp Claim Bridges a vision model to enable text-only models like DeepSeek to describe ima…	—	○ ⏳	—	N/A	N/A	—	—	—
50223	mcp-oss-onramp Claim An MCP server that scouts truly beginner-friendly open-source issues from GitHu…	—	○ ⏳	—	N/A	N/A	—	—	—
50224	Stripe MCP Claim Enables integration with Stripe APIs through function calling, supporting opera…	—	○ ⏳	—	—	—	—	—	—
50225	notebooklm-mcp Claim Enables AI assistants to programmatically interact with Google NotebookLM, allo…	—	○ ⏳	—	N/A	N/A	—	—	—
50226	Buildkite MCP Server Claim Enables interaction with Buildkite CI/CD to list organizations, pipelines, buil…	—	○ ⏳	—	—	—	—	—	—
50227	Agent Evidence MCP Claim A local evidence recorder that captures screenshots, recordings, notes, and sum…	—	○ ⏳	—	N/A	N/A	—	—	—
50228	OLEXI Australian Laws MCP Server Claim Searches AustLII for Australian legislation and case law, enabling AI agents to…	—	○ ⏳	—	—	—	—	—	—
50229	RuleDEX MCP Server Claim Provides AI-powered, context-aware development guidance with tools for coding r…	—	○ ⏳	—	N/A	N/A	—	—	—
50230	twelvelabs-indexing Claim Enables video indexing with TwelveLabs by uploading local video files and track…	—	○ ⏳	—	N/A	N/A	—	—	—
50231	GGB Web MCP Claim A Model Context Protocol server that enables AI to interact with GeoGebra for m…	—	○ ⏳	—	N/A	N/A	—	—	—
50232	nvim-mcp Claim Make Neovim feel like Cursor. This MCP server gives an agent full control over …	—	○ ⏳	—	N/A	N/A	—	—	—
50233	Pinchtab MCP Wrapper Claim MCP server that exposes the Pinchtab browser API for token-efficient web scrapi…	—	○ ⏳	—	N/A	N/A	—	—	—
50234	Blood Pressure Tool Claim Manages blood pressure readings (create, read, update, delete) via an MCP serve…	—	○ ⏳	—	—	—	—	—	—
50235	vision-bridge Claim A single MCP server that lets any agent see and act on the screen across native…	—	○ ⏳	—	N/A	N/A	—	—	—
50236	mcpstrike Claim MCP server that connects an LLM via Ollama to security tools for autonomous or …	—	○ ⏳	—	—	—	—	—	—
50237	Void MCP Filesystem Server Claim A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…	—	○ ⏳	—	N/A	N/A	—	—	—
50238	woocommerce-mcp-server Claim Provides tools for AI assistants to interact with a WooCommerce store, enabling…	—	○ ⏳	—	—	—	—	—	—
50239	Claude MCP Server Claim A Model Context Protocol (MCP) server that provides a bridge to Anthropic's Cla…	—	○ ⏳	—	N/A	N/A	—	—	—
50240	email-mcp-server Claim An MCP server that enables AI assistants to send emails via SMTP, supporting si…	—	○ ⏳	—	—	—	—	—	—
50241	Reddit MCP Claim Enables browsing, searching, and reading Reddit posts, comments, and subreddits…	—	○ ⏳	—	—	—	—	—	—
50242	arc-browser-control Claim MCP server to control Arc Browser on macOS via AppleScript, enabling tab, windo…	—	○ ⏳	—	N/A	N/A	—	—	—
50243	mcp-mirage-brand-extract Claim Extracts brand identity (colors, typography, spacing) from any website and gene…	—	○ ⏳	—	N/A	N/A	—	—	—
50244	mcp-google-sheets Claim Enables AI agents to create, read, update, and manage Google Sheets data and st…	—	○ ⏳	—	—	—	—	—	—
50245	discord-mcp-server Claim Lets any MCP-compatible AI client interact with Discord — send messages, manage…	—	○ ⏳	—	—	—	—	—	—
50246	DataLens MCP Connector Claim Exposes Yandex DataLens operations as tools for Claude, enabling API health che…	—	○ ⏳	—	—	—	—	—	—
50247	obsidian-mcp Claim A Python MCP server for accessing and managing Obsidian vaults, providing tools…	—	○ ⏳	—	N/A	N/A	—	—	—
50248	openart-mcp Claim Automates OpenArt.ai character and video workflows using Playwright, exposing t…	—	○ ⏳	—	N/A	N/A	—	—	—
50249	mcp-google-sheets Claim Enables AI assistants to interact with Google Sheets for reading, writing, and …	—	○ ⏳	—	—	—	—	—	—
50250	obsidian-mcp-context Claim Parses an Obsidian vault and exposes structured context (notes, blocks, tasks, …	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 50201–50250 of 66502 servers

« Prev 1 … 1003 1004 1005 1006 1007 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops