MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16251
mumez
Pharo Smalltalk integration enabling code evaluation, class/method introspectio…
F 25 54 78 56 N/A 55 87 98
16252
mikusnuz
pexbot-mcp Claim 1 2
AI simulated crypto trading with real-time Upbit prices. 11 tools for registrat…
F 25 55 57 70 53 78 96
16253
daymonio
daymon Claim 1
Daymon puts your favorite AI to work 24/7. It schedules, remembers, and orchest…
F 25 54 84 56 N/A 87 92 92
16254
mintmas
Sovereign AI intelligence platform with 73K+ darknet threat intel points, 65+ d…
F 25 66 80 0 0 29 67 89
16255
oshimayoan
Tokopedia MCP Server Claim 1
Enables AI assistants to search for products and manage order history on Tokope…
F 25 55 76 70 26 80 89
16256
ark-forge
mcp-eu-ai-act Claim 1
EU AI Act compliance scanner that detects regulatory violations in AI codebases…
F 25 66 96 63 63 77 74 100
16257
chigwell
telegram-mcp Claim 1
Telegram API integration for accessing user data, managing dialogs (chats, chan…
F 25 54 82 48 N/A 76 89 96
16258
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16259
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
16260
atlcomgit
mcp-ssh Claim 1 3
Enables secure SSH connections to remote servers for executing shell commands a…
F 25 55 68 52 30 74 39
16261
dsfaccini
Siigo MCP Server Claim 1
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
F 25 55 78 35 47 77 88
16262
tasopen
mcp-alphabanana Claim 2
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
F 25 54 84 65 N/A 76 88 90
16263
dboconsultingllc
Remote MCP server running on Cloudflare Workers that creates PowerPoint present…
F 25 55 54 63 35 76 84
16264
alexpota
deploy-mcp Claim 1
Universal deployment tracker for AI assistants with live status badges and depl…
F 25 55 96 45 86 80 93
16265
akutishevsky
Monobank Claim 1 2
MCP server for Monobank API — currency rates, client info, and account statemen…
F 25 54 35 73 N/A 55 77 93
16266
lallen30
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
F 25 55 66 100 23 80 49
16267
bubilife1202
crossfin Claim 1 2
Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micro…
F 25 66 100 86 87 70 61 99
16268
gethopp
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
F 25 55 68 0 65 78 98
16269
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
16270
rugvedp
A powerful LinkedIn Profile Analyzer that seamlessly integrates with Claude AI …
F 25 55 64 28 39 80 98
16271
nanana-app
mcp-server-nano-banana Claim 2 3
AI image generation using Google Gemini's nano banana model.
F 25 54 90 65 N/A 43 89 100
16272
rhylthyme
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
F 25 66 96 86 96 65 82 88
16273
ssql2014
Provides structured access to semiconductor industry platforms to search for IP…
F 25 55 90 72 28 80 91
16274
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
16275
VibeFix-Technologies
vibefix Claim 1 2
Bug bounty platform for vibe coders. Post bugs from AI-generated code, browse b…
F 25 55 90 0 31 80 99
16276
honeybluesky
A simple MCP server that recalls and saves memories from and to Apple Notes.
F 25 54 100 56 N/A 43 82 73
16277
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
16278
Bortlesboat
Bitcoin MCP Claim 1 2
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
F 25 66 90 46 0 72 70 94
16279
Komorebi-yaodong
Enables AI image generation through Ketchup AI with automatic prompt optimizati…
F 25 55 84 62 50 78 99
16280
crawde
chartforge Claim 1 2
MCP server for ChartForge — generate stunning charts and diagrams from natural …
F 25 55 61 0 N/A 37 69 98
16281
mbeato
apimesh Claim 1
74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC v…
F 25 55 78 51 N/A 34 80 100
16282
AceDataCloud
mcp-sora Claim 1
MCP server for OpenAI Sora AI video generation
F 25 55 84 0 72 80 100
16283
motherduckdb
mcp-server-motherduck Claim 1 3
SQL analytics and data engineering for AI Assistants and IDEs
F 25 55 74 36 N/A 78 52 94
16284
akutishevsky
Nutrition MCP Claim 1
Personal nutrition tracking — log meals, track macros, and review history throu…
F 25 66 78 10 0 52 80 98
16285
praetorian-inc
MCPHammer Claim 2
MCP security testing framework for evaluating Model Context Protocol server vul…
F 25 54 96 62 N/A 50 75 92
16286
eyaab
CV Resume Builder MCP Claim 1 2
Automatically generates and updates CVs/resumes by aggregating data from git co…
F 25 54 90 53 N/A 46 90 92
16287
swap-api
mcp Claim 1 2
MCP server for SwapAPI - get executable token swap calldata for EVM chains
F 25 54 51 0 N/A 41 89 92
16288
quiloos39
anyapi-mcp-server Claim 1
A universal MCP server that connects any REST API to AI assistants via OpenAPI …
F 25 55 94 73 47 80 87
16289
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
16290
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
16291
BradGriffith
CSG Portal MCP Server Claim 1 2
Enables access to Columbus School for Girls Veracross portal features including…
F 25 55 96 68 42 77 90
16292
screenshotone
An official MCP server implementation that allows AI assistants to capture webs…
F 25 55 72 73 45 80 96
16293
handaas
Provides comprehensive enterprise qualification and certificate data, including…
F 25 55 60 37 18 76 70
16294
Leximo-AI
Schedule AI phone calls, manage assignments, and check credits from Claude.
F 25 54 82 70 N/A 59 81 99
16295
soulberto
@slorenzot/mcp-azure Claim 1 2
An MCP server for Azure DevOps that allows users to manage work items, sprints,…
F 25 55 51 70 50 78 95
16296
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
16297
rishipradeep-think41
A Model Context Protocol server that provides tools for interacting with Gmail …
F 25 55 63 58 43 78 93
16298
bmaranan75
Provides a standardized interface to interact with LangGraph agents through Cha…
F 25 55 92 63 27 76 95
16299
Polaralias
Manage your daily status, work availability, and location history to provide re…
F 25 66 42 45 0 32 77 96
16300
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
Showing 16251–16300 of 67226 servers
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