MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16201
AceDataCloud
mcp-seedance Claim 2
MCP server for ByteDance Seedance AI video generation
F 25 55 84 0 71 80 99
16202
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
16203
dynamicendpoints
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
F 25 54 84 66 N/A 25 90 91
16204
SecurityTalent
Provides real-time threat intelligence and malware metadata by integrating with…
F 25 55 68 0 35 76 96
16205
PaddlePaddle
PaddleOCR MCP Server Claim 1
Multiple text-type recognition, handwriting recognition, and high-precision par…
F 25 55 78 41 79 78 94
16206
Ejb503
A specialized MCP server that enables AI agents to interact with Reddit, includ…
F 25 55 90 66 32 78 91
16207
hmk
attio-mcp-server Claim 1 2
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
F 25 54 78 66 N/A 42 87 99
16208
deploya-labs
Supabase MCP Server Claim 1 2
Enables Cursor and Windsurf to safely interact with Supabase databases by provi…
F 25 55 94 73 52 76 97
16209
yohanfraga
MCP Activities Claim 1
Enables users to create and manage activities in the meupontoonline system thro…
F 25 55 76 65 29 74 75
16210
tHeMaskedMan981
Enables access to Network School Luma calendar events through Claude Desktop. A…
F 25 55 78 56 26 78 100
16211
SpasticPalate
Proton MCP Server Claim 1
Enables full Proton Mail management through the Model Context Protocol by conne…
F 25 54 72 61 N/A 35 87 99
16212
plainsignal
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
F 25 55 80 73 54 78 83
16213
yosider
cosense-mcp-server Claim 1
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
F 25 55 74 68 57 80 98
16214
hesreallyhim
diy-tools-mcp Claim 1 3
An MCP server that allows users to dynamically add custom tools/functions at ru…
F 25 64 81 51 0 94 87 93
16215
bio-mcp
bio-mcp-evo2 Claim 1 2
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
F 25 55 85 75 22 76 97
16216
blackwhite084
An MCP python server using Playwright for browser automation,more suitable for …
F 25 54 78 50 N/A 44 87 96
16217
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
16218
albertnahas
icogenie-mcp Claim 1
AI-powered SVG icon generation MCP server. Generate production-ready SVG icons …
F 25 55 82 71 70 80 92
16219
HypelivebytheHYPER
Hype Dash Claim 1 2
Production-ready TypeScript SDK with MCP server for creating and managing Lark/…
F 25 66 90 43 0 71 77 93
16220
thnico
MCP Ashby Connector Claim 1
A server implementation that enables LLMs to interact with Ashby's Applicant Tr…
F 25 55 76 60 20 78 99
16221
concavegit
Enables interaction with Apple's App Store Connect API through natural language…
F 25 55 96 67 52 76 100
16222
itest4u
Enables control and automation of Android devices using uiautomator2 and ADB. I…
F 25 54 60 23 N/A 40 84 99
16223
zaidmukaddam
Provides AI-powered search capabilities through three specialized tools: web se…
F 25 66 84 100 98 31 81 100
16224
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
16225
Raistlin82
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
F 25 55 90 41 N/A 55 70 91
16226
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
16227
bherbruck
MCP Debugger Claim 1 2
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
F 25 54 78 57 N/A 47 90 93
16228
ctkadvisors
GraphQL MCP Server Claim 1
A TypeScript server that provides Claude AI with seamless access to any GraphQL…
F 25 55 86 66 28 80 93
16229
WattCoin-Org
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
F 25 66 96 100 95 68 77 95
16230
ustikya
mcp-gmail Claim 1
Provides a suite of 17 tools for searching, reading, sending, and managing Gmai…
F 25 55 54 61 50 80 95
16231
fgasparetto
ChipsAI MCP Server Claim 1 2
MCP server for ChipsAI — manage chatbots, conversations, and AI models
F 25 66 55 41 0 47 67 99
16232
yangsenessa
Provides voice recognition and text extraction capabilities with support for bo…
F 25 55 48 20 36 64 87
16233
AVIDS2
memorix Claim 2
Cross-agent memory bridge for AI coding assistants. Persistent knowledge graph …
F 25 54 90 31 N/A 91 87 91
16234
cscrespo
Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appoi…
F 25 55 78 41 29 76 89
16235
testusercar
habitify-mcp-server Claim 1
F 25 54 62 67 N/A 53 87 82
16236
xiaobenyang-com
test
F 25 55 78 62 34 71 59
16237
kalivaraprasad-gonapa
Azure MCP Server Claim 2
Enables natural language interaction with Azure services through Claude Desktop…
F 25 55 94 75 52 69 93
16238
ronantakizawa
social-video-mcp Claim 1 2
An MCP server that enables AI agents to play and control YouTube and TikTok vid…
F 25 54 53 65 N/A 36 90 95
16239
ctaylor86
Enables asynchronous transcription of long audio and video files using Deepgram…
F 25 55 78 71 29 82 94
16240
gotoolkits
wecombot Claim 1 3
An MCP server application that sends various types of messages to the WeCom gro…
F 25 55 69 58 55 76 96
16241
a1245582339
figma-designer Claim 1
Give AI agents full read & write access to Figma — 50+ tools for design automat…
F 25 54 84 33 N/A 59 80 94
16242
tranhuucanh
MCP ShellKeeper Claim 1 2
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
F 25 54 90 56 N/A 61 84 95
16243
semdin
MCP Weather Claim 1
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
F 25 54 78 55 N/A 26 84 94
16244
base
base-mcp Claim 1
Base Network integration for onchain tools, allowing interaction with Base Netw…
F 25 55 60 68 80 76 93
16245
Tasfiul-Hedayet
mcp-checker Claim 2 3
F 25 54 30 25 N/A 22 77 82
16246
ArcadeAI
arcade-mcp Claim 1
The best way to create, deploy, and share MCP Servers
F 25 54 76 58 N/A 83 87 95
16247
tuguang2025
TgeBrowser MCP Server Claim 2 3
Enables AI assistants to interact with the TgeBrowser Local API to create, mana…
F 25 54 74 71 N/A 48 87 51
16248
KBB99
mcp-registry-server Claim 1 3
Easily find MCP servers using our MCP registry. Search with natural language.
F 25 54 78 55 N/A 40 87 92
16249
zhangzhongnan928
A secure system enabling AI assistants to interact with blockchain data and pre…
F 25 55 66 71 39 80 97
16250
dazeb
markdown-downloader Claim 1 3
A MCP Server that will download any webpage as markdown in an instant. Download…
F 25 54 75 58 N/A 51 90 100
Showing 16201–16250 of 33790 servers
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