MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16701
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 55 72 100 29 80 41
16702
hathibelagal-dev
mcp-pyautogui Claim 1 2
An MCP server for PyAutoGUI
F 25 54 47 30 N/A 42 84 100
16703
Timmy9527
ZiweiAI Claim 1
紫微AI,是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpr…
F 25 55 74 63 N/A 21 80 94
16704
tuannguyen14
ComfyMCP Studio Claim 2 3
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
F 25 54 72 28 N/A 28 90 94
16705
hetaoBackend
PyAutoGUI MCP Server Claim 1
Provides automated GUI testing and control capabilities through an MCP server t…
F 25 54 72 57 N/A 43 87 100
16706
G-Hensley
Myself MCP Server Claim 1 2
Provides a comprehensive interface to a personal knowledge base, including tool…
F 25 55 94 66 32 74 96
16707
maderwin
pinchtab-mcp Claim 1
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
F 25 54 88 58 N/A 89 87 99
16708
Polaralias
Manage your daily status, work availability, and location history to provide re…
F 25 66 42 45 0 32 77 96
16709
GMKR
Generates and returns and image using Together.ai
F 25 55 62 55 34 78 91
16710
tjsnell
Primp MCP Server Claim 1 3
An MCP server that provides HTTP client capabilities with browser impersonation…
F 25 55 81 52 36 76 89
16711
findmine
An MCP server that integrates FindMine's product styling and outfit recommendat…
F 25 55 77 65 44 78 90
16712
SGFGOV
Medusa MCP Server Claim 1 2
A Model Context Protocol server that provides a scalable backend solution for e…
F 25 55 71 58 57 80 71
16713
nirholas
Extract documentation for AI agents from any site with llms.txt support. Featur…
F 25 55 84 58 N/A 64 82 96
16714
AceDataCloud
mcp-sora Claim 1
MCP server for OpenAI Sora AI video generation
F 25 55 84 0 72 80 100
16715
ahujasid
blender-mcp Claim 2 3
MCP server for working with Blender
F 25 54 51 36 N/A 56 84 98
16716
AshikNesin
Pushover MCP Claim 1
A Model Context Protocol implementation that enables AI agents to send notifica…
F 25 55 72 61 49 82 92
16717
Kong
volcano-agent-sdk Claim 1
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions…
F 25 54 84 70 N/A 76 90 93
16718
Kirchlive
GetScreen MCP Server Claim 1 2
Enables capturing screenshots of all connected monitors with automatic JPEG com…
F 25 54 80 57 N/A 26 87 100
16719
tiovikram
Enables AI models to search the web for current information before generating r…
F 25 55 96 71 40 78 93
16720
imchandanmohan
MCP Crypto Portfolio Claim 1
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
F 25 55 66 63 48 77 91
16721
Mithgroth
FakeStore MCP Claim 1 3
A Model Context Protocol server that enables AI assistants to interact with a c…
F 25 66 81 60 97 26 80 100
16722
snyk
agent-scan Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 54 90 36 N/A 81 80 95
16723
RomThpt
xrpl-mcp-server Claim 1 2
MCP server for the XRP Ledger that provides access to account information, tran…
F 25 55 51 41 39 80 90
16724
rbidou
pyrasp Claim 1
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
F 25 55 50 37 N/A 45 77 91
16725
senseisven
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
F 25 55 96 63 46 77 99
16726
shukehi
MCP Binance Claim 1
Enables users to fetch real-time cryptocurrency market data from Binance includ…
F 25 55 54 63 23 75 89
16727
ztxtxwd
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
F 25 55 60 68 60 80 78
16728
Vincentwei1021
agent-toolbox Claim 1
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
F 25 55 60 70 75 80 98
16729
aeoess
Your AI finds the right people for you. Agent-to-agent professional networking.
F 25 55 72 71 N/A 71 80 91
16730
zhigang1992
An MCP server that enables users to upload local files to S3-compatible storage…
F 25 66 63 58 0 48 69 92
16731
jwbb903
Enables AI assistants to generate images using Cloudflare Workers AI models dir…
F 25 55 66 68 49 78 83
16732
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16733
salesforcecli
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
F 25 54 78 58 N/A 87 94 75
16734
anotherik
GoThreatScope Claim 1
Go-based SBOM, vulnerability, and secret scanner with MCP support.
F 25 54 90 56 N/A 68 92 92
16735
Dreamboat-Rachel
MCP Server For Local Claim 2
A customizable Model Context Protocol server implementation that enables AI mod…
F 25 54 72 46 N/A 42 87 81
16736
AceDataCloud
mcp-nanobanana-pro Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 66 84 0 0 66 80 96
16737
kukapay
pumpfun-wallets-mcp Claim 1 2
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
F 25 55 49 30 38 80 100
16738
zw008
VMware-Storage Claim 1
VMware vSphere storage management — datastores (NFS/VMFS), iSCSI software adapt…
F 25 54 70 0 67 89 99
16739
Legorobotdude
yt-analysis-mcp Claim 1
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
F 25 55 90 65 34 80 97
16740
JoshuaGreeff
A bridge for the Bitburner Remote API that enables AI models to interact with t…
F 25 54 86 43 N/A 37 90 100
16741
Hama-amir
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
F 25 55 48 33 34 80 96
16742
kvncampos
nautobot_mcp Claim 2
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
F 25 64 94 67 0 77 87 95
16743
screenshotone
An official MCP server implementation that allows AI assistants to capture webs…
F 25 55 72 73 45 80 96
16744
kontent-ai
Kontent.ai MCP Server Claim 1
Enables AI tools to manage Kontent.ai content through natural language, support…
F 25 54 70 72 80 83 85
16745
arpe-io
fastbcp-mcp Claim 1 4
MCP server for FastBCP — high-performance parallel database export to files and…
F 25 55 77 74 N/A 71 87 59
16746
adelhassen
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
F 25 54 60 20 N/A 30 80 99
16747
btree1970
variant-ui Claim 1 3
MCP Server for faster development iteration
F 25 55 71 75 N/A 36 92 39
16748
Infomaniak
kChat MCP Server Claim 1
Enables interaction with the kChat platform to manage channels, post messages, …
F 25 55 54 65 48 80 100
16749
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
16750
adamkrawczyk
AgentPact Claim 1
Marketplace where agents are customers
F 25 66 96 84 99 67 82 88
Showing 16701–16750 of 67226 servers
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