MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49601
yyinhsu
Provides tools for querying and managing Microsoft SQL Server databases, includ…
49602
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
49603
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
49604
AIWerk
shopify Claim
Enables AI agents to read and write Shopify store data including products, orde…
49605
Unified MCP for Scrimba's interactive programming education with visual learning
N/A N/A 81
49606
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
49607
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
49608
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
49609
deugene
MCP server for Garmin ConnectIQ SDK documentation and resources
N/A N/A 95
49610 N/A N/A 95
49611
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
49612
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
49613
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
49614
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
N/A N/A
49615
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
49616
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
49617
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
49618
OdellMoreno
An MCP server that enables signing, verifying, and managing APK files and keyst…
N/A N/A
49619
SaptaDey
Enables sophisticated reasoning workflows using graph-based representations for…
49620
stevezhouht
Provides tools to query Chinese lottery results, check prizes, and update data …
49621
FabG
mcp-server Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
N/A N/A
49622
jobsonlook
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。
49623
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
49624
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
49625
Magnifico4625
Locus Claim
Local persistent memory for AI coding tools. Stores project context and convers…
N/A N/A
49626
flarewand
Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, …
49627 N/A N/A 95
49628
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
49629
AddisonTech
Iris Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
49630 N/A N/A 95
49631
yesc97
Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…
49632
Joshuayang228
MCP server enabling AI agents to generate AI videos and images, analyze video c…
N/A N/A
49633
stylobridge Claim 1
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
N/A N/A 81
49634
handaas
提供全面的企业风险分析功能,包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询,帮助用户进行企业合规风险评估。
49635
jessica-writes-code
A Model Context Protocol (MCP) server that provides AI assistants with secure, …
49636
masaki39
zotero-mcp Claim
Integrates with Zotero's local API to search, retrieve, read PDFs, and add item…
N/A N/A
49637
ZaUtre
A Model Context Protocol server for interacting with Salesforce Commerce Cloud …
49638
matthewagi
An MCP server that provides 20 tools to control the Unity Editor with natural l…
N/A N/A
49639
hirurg-lybitel
MCP Nexus Claim
Enables universal access to MCP tools and capabilities from external clients, c…
49640
xDarkzx
ReaperMCP Claim
Connects AI assistants to REAPER for music production, enabling full control ov…
N/A N/A
49641
mochammad123
Enables Cursor (MCP client) to interact with an active Figma document through a…
N/A N/A
49642
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
49643
oguzc
Guides users through creating professional Playwright test suites with a step-b…
N/A N/A
49644
keithagroves
Enables creating high-performance MCP servers using Bun and Elysia, exposing re…
49645
deepakkamboj
Enables accessibility testing using Playwright and Axe, allowing users to scan …
N/A N/A
49646
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
49647
Delpha-Assistant
Enables AI-driven data quality operations such as validation, enrichment, and d…
49648
oddbit
Enables AI assistants to create and manage short URLs via the MCP protocol, wit…
N/A N/A
49649
ankit-verma-209171
An MCP server that gives AI agents direct access to developer.android.com — sea…
49650
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
Showing 49601–49650 of 49876 servers
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