MCP Scoreboard

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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49501	AndroJack-mcp Claim Enables AI coding assistants to access up-to-date, official Android documentati…	—	○ ⏳	—	—	—	—	—	—
49502	VegaMCP Claim A production-grade MCP server providing an autonomous AI agent swarm, persisten…	—	○ ⏳	—	N/A	N/A	—	—	—
49503	nemeton-mcp Claim MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …	—	○ ⏳	—	N/A	N/A	—	—	—
49504	Dr. QuantMaster MCP Server Claim AI-powered quantitative research assistant with 45 tools for causal inference m…	—	○ ⏳	—	N/A	N/A	—	95	—
49505	Query MCP Claim Enables IDE access to Supabase databases with SQL query execution, schema manag…	—	○ ⏳	—	N/A	N/A	—	95	—
49506	Uber APK Signer MCP Server Claim An MCP server that enables signing, verifying, and managing APK files and keyst…	—	○ ⏳	—	N/A	N/A	—	—	—
49507	ASR Graph of Thoughts (GoT) MCP Server Claim Enables sophisticated reasoning workflows using graph-based representations for…	—	○ ⏳	—	—	—	—	—	—
49508	Lottery MCP Server Claim Provides tools to query Chinese lottery results, check prizes, and update data …	—	○ ⏳	—	—	—	—	—	—
49509	mcp-server Claim Provides instructions and code to set up an MCP server using FastMCP, enabling …	—	○ ⏳	—	N/A	N/A	—	—	—
49510	小红书MCP服务 Claim 一个用于小红书API的MCP服务器，支持搜索笔记、获取内容、查看评论和发表评论等功能。	—	○ ⏳	—	—	—	—	—	—
49511	dg-mcp-server Claim A powerful and flexible Datagroom MCP server implementation to read the data an…	—	○ ⏳	—	N/A	N/A	—	—	—
49512	SQL Server MCP Claim An MCP server that connects AI assistants to Microsoft SQL Server databases, en…	—	○ ⏳	—	—	—	—	—	—
49513	Locus Claim Local persistent memory for AI coding tools. Stores project context and convers…	—	○ ⏳	—	N/A	N/A	—	—	—
49514	freeqrcode-mcp-server Claim Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, …	—	○ ⏳	—	—	—	—	—	—
49515	agent-integration-with-mcp-servers Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49516	mcp-xray Claim A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…	—	○ ⏳	—	—	—	—	—	—
49517	biopharma-catalyst-mcp Claim Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…	—	○ ⏳	—	—	—	—	—	—
49518	stylobridge Claim 1 Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…	—	○	—	N/A	N/A	—	81	—
49519	zotero-mcp Claim Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…	—	○ ⏳	—	N/A	N/A	—	—	—
49520	SFCC MCP Server Claim A Model Context Protocol server for interacting with Salesforce Commerce Cloud …	—	○ ⏳	—	—	—	—	—	—
49521	Unity x Claude MCP Server Claim An MCP server that provides 20 tools to control the Unity Editor with natural l…	—	○ ⏳	—	N/A	N/A	—	—	—
49522	MCP Nexus Claim Enables universal access to MCP tools and capabilities from external clients, c…	—	○ ⏳	—	—	—	—	—	—
49523	ReaperMCP Claim Connects AI assistants to REAPER for music production, enabling full control ov…	—	○ ⏳	—	N/A	N/A	—	—	—
49524	MC Figma Bridge Claim Enables Cursor (MCP client) to interact with an active Figma document through a…	—	○ ⏳	—	N/A	N/A	—	—	—
49525	mcp-shlink Claim Enables AI assistants to interact with a Shlink URL shortening instance, allowi…	—	○ ⏳	—	—	—	—	—	—
49526	Playwright Wizard MCP Server Claim Guides users through creating professional Playwright test suites with a step-b…	—	○ ⏳	—	N/A	N/A	—	—	—
49527	Elysia MCP Server Claim Enables creating high-performance MCP servers using Bun and Elysia, exposing re…	—	○ ⏳	—	—	—	—	—	—
49528	playwright-accessibility-mcp-server Claim Enables accessibility testing using Playwright and Axe, allowing users to scan …	—	○ ⏳	—	N/A	N/A	—	—	—
49529	salesforce-mcp Claim A focused MCP server for Salesforce CRM that exposes read/write access to stand…	—	○ ⏳	—	—	—	—	—	—
49530	Delpha Data Quality MCP Claim Enables AI-driven data quality operations such as validation, enrichment, and d…	—	○ ⏳	—	—	—	—	—	—
49531	shrtnr MCP Server Claim Enables AI assistants to create and manage short URLs via the MCP protocol, wit…	—	○ ⏳	—	N/A	N/A	—	—	—
49532	android-docs-mcp Claim An MCP server that gives AI agents direct access to developer.android.com — sea…	—	○ ⏳	—	—	—	—	—	—
49533	Waymark Claim MCP server that intercepts and controls AI agent actions in your codebase by en…	—	○ ⏳	—	N/A	N/A	—	—	—
49534	base-escrow-mcp Claim MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …	—	○ ⏳	—	—	—	—	—	—
49535	Gmail & Google Calendar MCP Server Claim Combines Gmail and Google Calendar operations with multi-account OAuth, attachm…	—	○ ⏳	—	N/A	N/A	—	—	—
49536	mcp-news-server Claim Fetches, summarizes, and analyzes Turkish news from multiple RSS sources using …	—	○ ⏳	—	—	—	—	—	—
49537	pagerduty-mcp-community Claim A community-maintained MCP server for interacting with PagerDuty accounts, enab…	—	○ ⏳	—	—	—	—	—	—
49538	mcp_mail Claim A mail-like coordination layer for coding agents, providing identities, inbox/o…	—	○ ⏳	—	N/A	N/A	—	—	—
49539	draft-mcp-server Claim Enables AI assistants to draft content such as PR descriptions, tickets, or mes…	—	○ ⏳	—	N/A	N/A	—	—	—
49540	analytics.usa.gov MCP Server Claim Enables LLMs to query and analyze government website analytics from analytics.u…	—	○ ⏳	—	—	—	—	—	—
49541	CortexGraph Claim A Model Context Protocol (MCP) server providing human-like memory dynamics for …	—	○ ⏳	—	N/A	N/A	—	—	—
49542	PostgreSQL MCP Server Claim A standardized Model Context Protocol server for interacting with PostgreSQL da…	—	○ ⏳	—	—	—	—	—	—
49543	MCP Server: SaaS Gateway Claim A single MCP server that fronts multiple REST APIs, each configured via environ…	—	○ ⏳	—	—	—	—	—	—
49544	spring-api-intel-mcp Claim Enables AI assistants to understand and analyze Spring Boot codebases through s…	—	○ ⏳	—	N/A	N/A	—	—	—
49545	open-edison Claim Deterministic agentic data firewall that secures, monitors, and controls AI age…	—	○ ⏳	—	—	—	—	—	—
49546	async-bash-mcp Claim An MCP server for spawning and managing bash commands asynchronously. Run multi…	—	○ ⏳	—	N/A	N/A	—	—	—
49547	tableau-mcp-navi Claim A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants…	—	○ ⏳	—	—	—	—	—	—
49548	1688 Scraper MCP Claim Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…	—	○ ⏳	—	N/A	N/A	—	—	—
49549	AkTools MCP Server Claim Enables querying and analysis of stock and cryptocurrency data, including marke…	—	○ ⏳	—	—	—	—	—	—
49550	WeatherXM PRO MCP Server Claim Enables access to WeatherXM PRO weather station data, including real-time obser…	—	○ ⏳	—	—	—	—	81	—

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