MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29848
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16101
feriadosapi
feriadosapi Claim 1
Feriados Brasileiros direto no seu agente de IA, consulte feriados nacionais, e…
F 25 66 90 80 96 76 82 94
16102
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
16103
ark-forge
mcp-eu-ai-act Claim 1
EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI …
F 25 66 96 63 63 77 74 100
16104
Sahilverse-web
EduChain MCP Server Claim 1
Integrates the EduChain library with Claude Desktop to generate educational con…
F 25 54 42 30 N/A 16 87 97
16105
yarmijosp94
Evaluar MCP Server Claim 1 2
Enables users to manage and launch eTalent recruitment processes on the Evaluar…
F 25 55 84 63 27 80 99
16106
theonlypal
Enables secure API key management for development projects by storing keys in O…
F 25 54 78 51 N/A 50 89 95
16107
cyanheads
mentor-mcp-server Claim 1 2
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
F 25 54 81 71 N/A 49 89 91
16108
deepfates
Replicate MCP Server Claim 2 3
Enables users to access and manage Replicate's AI models and predictions via th…
F 25 55 92 56 52 77 97
16109
rishabh17081
Provides integration with PayPal's Account Updater service, enabling merchants …
F 25 55 70 35 40 74 79
16110
martijnpieters
eduframe-mcp Claim 1 2
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
F 25 55 51 72 81 82 94
16111
windopper
Takeoff. Claim 1
AI trend collect service
F 25 54 36 55 N/A 30 92 97
16112
harrybin
Visuals MCP Server Claim 1 2
An MCP server that provides interactive visualizations including tables, charts…
F 25 54 75 56 39 89 90
16113
DankeyDevDave
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 55 72 0 40 72 99
16114
esignaturescom
mcp-server-esignatures Claim 1 2
Contract and template management for drafting, reviewing, and sending binding c…
F 25 55 90 55 47 80 39
16115
eesb99
Provides read-only access to Microsoft 365 services including SharePoint, OneDr…
F 25 55 94 56 45 76 91
16116
PaddlePaddle
PaddleOCR MCP Server Claim 1
Multiple text-type recognition, handwriting recognition, and high-precision par…
F 25 55 78 41 79 78 94
16117
olalonde
mcp-human Claim 2 3
When your LLM needs human assistance (through AWS Mechanical Turk)
F 25 55 74 61 39 80 82
16118
runkids
PackageFlow Claim 1 2
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
F 25 54 78 65 N/A 76 90 62
16119
aigo666
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
F 25 55 84 68 59 78 89
16120
iceener
A dual-runtime template for building Model Context Protocol servers compatible …
F 25 55 96 46 35 80 97
16121
gpu-bridge
mcp-server Claim 2
Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whis…
F 25 66 90 10 0 50 67 96
16122
xiaobenyang-com
Extract-Image Claim 2
The MCP server offers the function of extracting images from local files and ur…
F 25 55 72 65 N/A 50 71 60
16123
apireno
DOMShell Claim 1
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
F 25 54 84 46 N/A 65 88 88
16124
henghonglee
MCP Secrets Claim 2 3
A secure secrets management server that enables LLMs to execute CLI commands us…
F 25 54 90 71 N/A 30 89 92
16125
devjoaocastro
Continuum Claim 1
Automatically extracts architectural decisions, patterns, and insights from Git…
F 25 54 90 32 N/A 55 92 93
16126
Tongzhao9417
MinerU MCP Server Claim 1
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
F 25 55 54 0 27 78 87
16127
theepicsaxguy
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
F 25 55 60 82 54 74 83
16128
jstibal
openterms-mcp Claim 1
Ed25519-signed consent receipts and programmable policy engine for AI agents. S…
F 25 66 80 43 0 46 76 92
16129
ztxtxwd
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
F 25 55 60 68 60 80 78
16130
aralroca
Telegram MCP Bridge Claim 1
Enables MCP agents to request human confirmation for actions via a Telegram bot…
F 25 55 86 65 35 80 94
16131
timowhite88
Farnsworth Claim 1
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It…
F 25 55 84 63 N/A 68 78 91
16132
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
16133
santiagosanmartinn
MCP SAPUI5 Server Claim 1
A specialized MCP server for SAPUI5 and Fiori development that enables code gen…
F 25 54 80 65 N/A 58 92 86
16134
zaidmukaddam
Provides AI-powered search capabilities through three specialized tools: web se…
F 25 66 84 100 98 31 81 100
16135
hoonzinope
Python MySQL MCP Claim 2
A FastMCP-based server that enables interaction with MySQL databases, supportin…
F 25 55 50 25 28 76 66
16136
TarminaRX
req-mcp-server Claim 1
A Bun-based MCP server providing a persistent HTTP request toolset for testing …
F 25 55 66 68 27 76 99
16137
Rainmen-xia
Chrome Debug MCP Server Claim 1 3
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
F 25 54 69 53 N/A 40 90 94
16138
handaas
Provides comprehensive tools for querying enterprise exhibition records, search…
F 25 66 60 41 0 18 77 77
16139
lpenguin
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
F 25 55 92 60 43 80 95
16140
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16141
YiyangLi
Twilio MCP Server Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 55 51 61 40 74 100
16142
kukapay
uniswap-price-mcp Claim 1 2
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
F 25 55 51 61 43 80 95
16143
ClickHouse
mcp-clickhouse Claim 1
ClickHouse database integration with schema inspection and query capabilities
F 25 55 66 40 73 80 94
16144
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
16145
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
16146
refreshdotdev
web-eval-agent Claim 1 2
An MCP server that autonomously evaluates web applications.
F 25 55 63 42 N/A 64 80 89
16147
octoco-ltd
sheetsdata-mcp Claim 1
Instant access to electronic component datasheets for AI agents — specs, pinout…
F 25 66 84 93 92 47 62 95
16148
teddyzxcv
ntfy-mcp Claim 1
The MCP server that keeps you informed by sending the notification on phone usi…
F 25 54 54 58 N/A 51 92 90
16149
dynstat
MCP Server Demo Claim 1
A simple demonstration project for the Model Control Protocol (MCP) server that…
F 25 55 66 27 46 78 92
16150
Abhi5h3k
MCP-Email-Verify Claim 1
A lightweight Model Context Protocol (MCP) server that enables your LLM to vali…
F 25 55 60 30 20 76 97
Showing 16101–16150 of 57597 servers
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