MCP Scoreboard

64798

Discovered

→

30737

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 6 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
31751	CodeHealth MCP Claim AI-powered codebase health analysis — detects dead code, circular dependencies,…	—	○ ⏳	—	N/A	N/A	—	—	—
31752	mcp-shield Claim Drop-in security primitives for MCP servers, addressing isError compliance, aud…	—	○ ⏳	—	—	—	—	—	—
31753	Meta Ads MCP Claim Enables AI assistants to manage Meta Ads (Facebook, Instagram) end-to-end throu…	—	○ ⏳	—	—	—	—	—	—
31754	dynamic-db-mcp-server Claim Enables AI agents to dynamically register and query MySQL-compatible databases …	—	○ ⏳	—	—	—	—	—	—
31755	mcp-bigquery-evals Claim A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…	—	○ ⏳	—	—	—	—	—	—
31756	Google Docs + Gmail MCP Server Claim A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…	—	○ ⏳	—	—	—	—	—	—
31757	QSimHealth Claim Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …	—	○ ⏳	—	—	—	—	—	—
31758	mcp-agro-brasil Claim Provides Brazilian agribusiness data such as livestock, crop prices, weather, e…	—	○ ⏳	—	—	—	—	—	—
31759	TextIn xParse MCP Server Claim Enables document parsing via TextIn xParse API, supporting synchronous and asyn…	—	○ ⏳	—	—	—	—	—	—
31760	pincushion-plugin Claim Visual feedback as agent work packets. Stakeholders drop pins on your live app;…	—	○ ⏳	—	—	—	—	—	—
31761	Unravel MCP Claim A deterministic AST evidence engine that forces AI agents to debug using verifi…	—	○ ⏳	—	N/A	N/A	—	—	—
31762	godot-ai-mcp Claim Provides AI assistants with tools to launch the Godot editor, run projects, man…	—	○ ⏳	—	N/A	N/A	—	—	—
31763	TrendRadar MCP Server Claim A customizable hot news aggregator with AI analysis, multi-language support, an…	—	○ ⏳	—	—	—	—	—	—
31764	paystack-mcp-server Claim Enables interaction with Paystack via MCP tools to get total transactions, crea…	—	○ ⏳	—	—	—	—	—	—
31765	Scout MCP Server Claim Enables web search, scraping, extraction, and crawling through an MCP interface…	—	○ ⏳	—	—	—	—	—	—
31766	Defuddle MCP Server Claim Fetches webpages and returns clean, structured Markdown with metadata (title, a…	—	○ ⏳	—	—	—	—	—	—
31767	edhrec-mcp Claim MCP server for Magic: The Gathering Commander that provides card data from Scry…	—	○ ⏳	—	—	—	—	—	—
31768	Mnemonic Claim Persistent memory management for AI assistants like Claude, enabling creation, …	—	○ ⏳	—	N/A	N/A	—	—	—
31769	Vision QA MCP Claim An MCP server that enables automated quality control for generated images, eval…	—	○ ⏳	—	N/A	N/A	—	—	—
31770	astrolabe-mcp Claim Provides unified search and navigation across multiple project documentations v…	—	○ ⏳	—	N/A	N/A	—	—	—
31771	mcp-poc Claim A proof-of-concept MCP server that provides weather information using the Open-…	—	○ ⏳	—	—	—	—	—	—
31772	WebScraper MCP Server Claim An MCP server for advanced web scraping with automatic JavaScript rendering sup…	—	○ ⏳	—	N/A	N/A	—	—	—
31773	BDNS MCP Server Claim Enables searching and querying Spanish public subsidies and aids using the BDNS…	—	○ ⏳	—	N/A	N/A	—	—	—
31774	gemini-mcp Claim A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…	—	○ ⏳	—	N/A	N/A	—	—	—
31775	YouTrack MCP Claim A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…	—	○ ⏳	—	—	—	—	—	—
31776	facebook-business-mcp Claim Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…	—	○ ⏳	—	—	—	—	—	—
31777	Auth0 MCP Server Claim MCP server that provides access to Auth0 Management API v2, offering read-only …	—	○ ⏳	—	—	—	—	—	—
31778	SJSINGLE_AI SQL Server MCP Claim MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…	—	○ ⏳	—	—	—	—	—	—
31779	code-smell-detection-mcp Claim Enables static analysis and code smell detection by connecting to an external a…	—	○ ⏳	—	—	—	—	—	—
31780	Steam游戏资讯Agent Claim 基于MCP和LLM的游戏资讯智能体，支持查询Steam排行榜、总结游戏新闻和发送邮件简报。	—	○ ⏳	—	N/A	N/A	—	—	—
31781	codebase-index Claim AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…	—	○ ⏳	—	N/A	N/A	—	—	—
31782	antigravity-claude-mcp Claim Allows Claude Code to request an independent code review from Google Antigravit…	—	○ ⏳	—	N/A	N/A	—	—	—
31783	dns-security-mcp Claim Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…	—	○ ⏳	—	N/A	N/A	—	—	—
31784	patentorney-mcp Claim Manages patent application drafts via structured YAML and LaTeX sections, with …	—	○ ⏳	—	N/A	N/A	—	—	—
31785	DynamoDB MCP Server Claim A Model Context Protocol server for managing Amazon DynamoDB resources, providi…	—	○ ⏳	—	—	—	—	—	—
31786	crypto-api-fixer Claim Auto-repair middleware for crypto trading bots. Automatically detects and fixes…	—	○ ⏳	—	—	—	—	81	—
31787	openapi Claim 🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…	—	○ ⏳	—	N/A	N/A	—	95	—
31788	istat-mcp-server Claim Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…	—	○ ⏳	—	—	—	—	—	—
31789	Opera DevTools MCP Claim Enables AI coding assistants to control and inspect a browser via DevTools, wit…	—	○ ⏳	—	N/A	N/A	—	—	—
31790	Cabrini Claim Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…	—	○ ⏳	—	—	—	—	—	—
31791	database-analysis-mcp Claim Enables MySQL database analysis through natural language, including schema expl…	—	○ ⏳	—	—	—	—	—	—
31792	Renfe MCP Server Claim Enables querying Renfe train schedules, checking prices, and finding stations a…	—	○ ⏳	—	—	—	—	—	—
31793	docuprox-mcp Claim Enables AI clients like Claude to process documents (invoices, passports, etc.)…	—	○ ⏳	—	N/A	N/A	—	—	—
31794	PythonMCP-UEFN Claim Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…	—	○ ⏳	—	N/A	N/A	—	—	—
31795	My Awesome MCP Claim A basic MCP server built with FastMCP framework that provides example tools inc…	—	○ ⏳	—	N/A	N/A	—	95	—
31796	Sanity MCP Server Claim A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …	—	○ ⏳	—	—	—	—	—	—
31797	Scopecraft Command Claim MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…	—	○ ⏳	—	N/A	N/A	—	—	—
31798	MCP Product Search Server Claim Enables product search functionality via MCP, allowing Claude to search product…	—	○ ⏳	—	N/A	N/A	—	—	—
31799	Secure MCP Server Claim Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…	—	○ ⏳	—	—	—	—	—	—
31800	mem-forensics Claim Enables AI agents to analyze memory dumps for forensic investigation, leveragin…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 31751–31800 of 64798 servers

« Prev 1 … 634 635 636 637 638 … 1296 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops