MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3551
Lumenore-Platform
Provides AI assistants with access to Lumenore's analytics capabilities, enabli…
B 76 55 82 72 43 81 94
3552
JoshTrebilco
Faber MCP Server Claim 1
Enables the deployment and management of Laravel applications on Faber servers …
B 76 54 84 53 N/A 50 90 99
3553
lee3604
Turns an Obsidian vault into a local Model Context Protocol server that allows …
B 76 54 74 71 N/A 41 89 96
3554
BACH-AI-Tools
Provides tools to search and retrieve news across various categories including …
B 76 55 56 100 45 78 95
3555
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3556
pkolawa
Enables querying the Polish National Court Register (KRS) to retrieve current a…
B 76 54 74 62 53 95 92
3557
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3558
MarcusJellinghaus
mcp-workspace Claim
Enables AI assistants to perform file system operations within a specified proj…
B 76 54 84 36 N/A 71 92 100
3559
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3560
rwapipe
Connects AI agents to Real World Asset (RWA) data, enabling queries about token…
B 76 55 94 91 29 82 66
3561
vancealexander
Enables users to create, edit, and manage PowerPoint presentations across Windo…
B 76 55 66 82 49 81 100
3562
tcarac
taskboard Claim
Local project management with Kanban UI, CLI, and MCP server for AI assistants.…
B 76 54 94 31 N/A 81 87 92
3563
danieltyukov
Allows users to search and retrieve academic papers, metadata, and citation cou…
B 76 55 84 72 37 82 95
3564
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 55 90 38 74 82 98
3565
nirholas
Binance MCP Server Claim 1
Provides over 156 tools to interact with the Binance.com global exchange API fo…
B 76 55 76 72 63 78 87
3566
maverickg59
SushiMCP Claim 1
sushimcp
B 76 55 84 100 47 81 53
3567
akraradets
A template repository for developing Model Context Protocol (MCP) servers with …
B 76 54 78 58 N/A 48 95 96
3568
blazickjp
Enables web browsing capabilities using BeautifulSoup4
B 76 54 90 56 N/A 41 92 91
3569
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 55 86 60 50 80 100
3570
flrngel
An advanced MCP server for browser automation using Puppeteer, specifically opt…
B 76 54 90 60 N/A 27 95 93
3571
huegli
Capture Win MCP Claim 1
Enables AI assistants to interact with macOS windows through yabai, providing w…
B 76 55 78 100 N/A 42 95 51
3572
Jordan-Horner
symbols Claim
Fast polyglot source code intelligence: symbols, imports, dependencies, and imp…
B 76 54 94 25 N/A 69 95 98
3573
gabrielchua
Enables users to search for job opportunities in Singapore through the MyCareer…
B 76 55 84 65 45 81 95
3574
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 55 72 68 55 81 100
3575
rohanrav
Screeny MCP Server Claim
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
B 76 54 72 65 N/A 44 95 100
3576
markswendsen-code
mcp-wag Claim 2
An MCP server that enables AI assistants to interact with Wag pet care services…
B 76 54 85 71 N/A 30 84 99
3577
xumingjun5208
Gemini MCP Server Claim
Enables multi-turn conversations with Google Gemini AI models, supporting file …
B 76 55 74 70 N/A 42 95 94
3578
elsahafy
ux-mcp-server Claim 3
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
B 76 55 90 83 N/A 59 94 40
3579
cherchyk
MCP Browser Claim
Browser automation using the user's Chromium session — JS execution, auth, and …
B 76 54 63 71 N/A 58 95 94
3580
r-huijts
strava-mcp Claim 1
A Model Context Protocol (MCP) server that connects to Strava API, providing to…
B 76 54 79 71 61 75 93
3581
wiseriai
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 54 76 57 N/A 55 90 98
3582
thebusted
Enables secure MySQL database operations through natural language with built-in…
B 76 55 84 61 54 81 97
3583
tofunori
MCP Jupyter Complete Claim 1
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
B 76 55 75 78 N/A 28 95 90
3584
ragbrain
RAGBrain MCP Claim 1
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
B 76 55 84 66 45 83 94
3585
Luxshan2000
A secure file server for AI assistants that provides comprehensive file operati…
B 76 54 76 55 58 90 99
3586
geneontology
Noctua MCP Server Claim
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
B 76 55 84 40 81 80 98
3587
jpcanter
MSSQL MCP Server Claim 1
Enables interaction with Microsoft SQL Server databases through a virtual files…
B 76 55 100 65 26 80 91
3588
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3589
ahonn
A server that provides access to Google Search Console data through the Model C…
B 76 55 88 70 35 81 94
3590
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3591
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 54 78 71 N/A 41 83 100
3592
kopfrechner
gitlab-mr-mcp Claim
Interact seamlessly with issues and merge requests of your GitLab projects.
B 76 55 70 67 65 80 99
3593
berlinbra
PolyMarket MCP Server Claim 1
Enables interaction with the PolyMarket API to fetch prediction market data suc…
B 76 55 86 65 45 77 100
3594
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3595
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3596
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3597
xkelxmc
Uranium MCP Server Claim
Enables creation and management of NFT collections and assets through the Urani…
B 76 54 100 65 31 83 87
3598
lardratboy
Connects Claude to a human operator through a web interface, allowing Claude to…
B 76 54 86 53 N/A 39 95 100
3599
KazKozDev
Provides semantic editing tools for Markdown files, allowing structured manipul…
B 76 54 96 30 N/A 70 90 94
3600
boezzz
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
B 76 55 80 71 42 81 99
Showing 3551–3600 of 67181 servers
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