MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16651
ssql2014
Provides structured access to semiconductor industry platforms to search for IP…
F 25 55 90 72 28 80 91
16652
yerininin
F_MCP Claim 1
An MCP bridge that enables Claude Code to directly control Figma via a WebSocke…
F 25 54 78 68 N/A 20 87 91
16653
PostHog
Official PostHog MCP Server for product analytics, feature flags, experiments, …
F 25 66 60 10 0 77 77 82
16654
masx200
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
F 25 55 72 41 45 80 94
16655
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16656
tiovikram
Enables AI models to search the web for current information before generating r…
F 25 55 96 71 40 78 93
16657
XD3an
MCP Builder Claim 1
A Python-based server that helps users easily install and configure other MCP s…
F 25 54 72 31 N/A 22 90 88
16658
poof-bg
Enables AI assistants to remove backgrounds from images using the Poof API via …
F 25 66 92 80 100 33 80 96
16659
rollbar
Rollbar MCP Server Claim 1
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
F 25 55 84 72 77 80 96
16660
iplanwebsites
Image MCP Server Claim 2 3
An MCP server that provides AI image generation capabilities using OpenAI and R…
F 25 55 81 56 29 71 82
16661
darkangelpraha
x.ai Grok MCP Server Claim 1
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
F 25 55 86 70 55 80 97
16662
falahgs
A Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze d…
F 25 55 63 56 22 74 94
16663
protagolabs
NetMind MCPServer MCP Claim 1 2
A Model Context Protocol server that enables users to query, retrieve details, …
F 25 55 39 47 39 76 96
16664
nickbaumann98
Release Notes MCP Server Claim 1 3
Generates comprehensive and formatted release notes from GitHub repositories, e…
F 25 55 90 73 17 76 93
16665
sgriffin-magnoliacap
MCP server for snowflake that doesn't allow write operations under any circumst…
F 25 55 69 63 57 80 100
16666
johnglavan71
Test2w MCP Server Claim 2
Enables AI assistants to interact with the Test2w REST API to explore endpoints…
F 25 55 78 61 82 74 93
16667
handaas
estore-mcp-server Claim 1 2
Provides comprehensive enterprise e-commerce data including global store profil…
F 25 66 60 40 0 18 76 55
16668
ariadng
metatrader-mcp-server Claim 1
Enable AI LLMs to execute trades using MetaTrader 5 platform
F 25 54 84 68 N/A 73 87 99
16669
jacklandis29
CodeChecker MCP Claim 2 4
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
F 25 55 86 53 13 76 92
16670
finite-sample
Provides econometric modeling capabilities through R, enabling AI assistants to…
F 25 55 78 68 70 78 89
16671
Xxx00xxX33
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
F 25 55 84 71 50 78 91
16672
Jemo69
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
F 25 55 60 0 30 78 98
16673
vuetifyjs
mcp Claim 1
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
F 25 66 96 66 91 87 80 95
16674
Agent-Billy
Provides secure, role-based access to Stripe billing operations for AI assistan…
F 25 55 76 0 50 78 98
16675
beomzh
hwpConverMdMCP Claim 1 2
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
F 25 55 45 61 40 82 83
16676
JaxNext
A Model Context Protocol server that fetches detailed API documentation from a …
F 25 55 45 100 N/A 26 89 35
16677
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16678
awslabs
MCP Server for OSCAL Claim 1
AI agent tools for Open Security Controls Assessment Language (OSCAL)
F 25 54 86 50 N/A 78 90 95
16679
mattlevine
Brightsy MCP Server Claim 1
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
F 25 66 60 67 0 27 77 89
16680
megamind-0x
SkillAudit Claim 1
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
F 25 66 96 63 0 33 76 92
16681
localstack
localstack-mcp-server Claim 1 2
A LocalStack MCP Server providing essential tools for local cloud development &…
F 25 55 86 100 N/A 58 78 50
16682
hfzhae
Zydsoft MCP Server Claim 2
Enables medical symptom guidance and disease consultation through the Zydsoft A…
F 25 55 80 42 50 74 3
16683
yjiace
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
F 25 55 100 71 55 80 82
16684
2bo
Qiita MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to interact with Qiita, …
F 25 66 51 70 0 65 80 92
16685
huandu
MCP server for Feishu Markdown
F 25 54 51 73 N/A 59 89 90
16686
benderterminal
zKettle Claim 1
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
F 25 55 78 72 69 80 91
16687
spie-mkroehn
Baby-SkyNet Claim 1 4
Provides Claude AI with persistent, searchable memory management across session…
F 25 55 94 75 27 77 43
16688
lwanger
Insperity MCP Server Claim 1
Enables interaction with Insperity's REST API to access employee data, includin…
F 25 55 52 38 31 80 94
16689
Ai-Quill
Scraper.is MCP Server Claim 2
Enables extracting data from websites using natural language prompts, allowing …
F 25 55 84 70 54 78 91
16690
thomastx05
Magento MCP Server Claim 1 2
Enables AI assistants to manage Adobe Commerce and Magento 2 instances through …
F 25 55 84 68 69 80 51
16691
bubilife1202
CrossFin Claim 1 2
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid …
F 25 66 100 86 87 70 61 99
16692
hetpatel-11
Connects Claude Desktop to Tableau Server for natural language interactions wit…
F 25 55 72 60 37 78 100
16693
regression-io
Stratum MCP Claim 1
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
F 25 54 86 43 N/A 41 90 93
16694
vibekit-apps
vibekit-mcp Claim 2 3
Enables the management of AI-powered VibeKit apps, allowing users to control de…
F 25 66 94 66 0 30 76 97
16695
Zavdielx89
Enables Claude AI to send real-time notifications to Slack channels with suppor…
F 25 55 90 58 47 80 100
16696
mirecekd
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
F 25 55 61 43 52 82 95
16697
vezlo
src-to-kb Claim 1 2
Convert source code repositories into searchable knowledge bases with AI-powere…
F 25 55 92 43 45 78 90
16698
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16699
mvs5465-test
Loki MCP Server Claim 1 2
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
F 25 55 48 32 30 82 99
16700
andytango
Puppeteer MCP Server Claim 1 2
Enables AI agents to automate browser interactions including navigation, conten…
F 25 55 62 62 24 71 93
Showing 16651–16700 of 33790 servers
« Prev 1 332 333 334 335 336 676 Next »