MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29905
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
3301
MaxwellCalkin
Provides access to satellite tracking data from N2YO, allowing users to query s…
B 76 55 94 100 43 81 42
3302
waspeer
Tweek MCP Server Claim 1
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
B 76 55 77 73 45 82 99
3303
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3304
SweetsRepo
Enables AI agents to explore, search, and reference code implementation details…
B 76 54 90 62 N/A 27 95 92
3305
rfrye
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
B 76 54 86 51 N/A 43 92 100
3306
LetsFG
LetsFG Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 55 100 41 66 80 92
3307
ofershap
mcp-server-scraper Claim 1
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
B 76 55 72 100 55 95 50
3308
txbm
mcp-local-dev Claim 1
Create sandboxed local development environments directly from Github and execut…
B 76 54 90 58 N/A 25 92 100
3309
a2anet
A2A MCP Server Claim
Enables Claude to connect and interact with A2A Protocol agents, allowing disco…
B 76 55 74 62 71 83 91
3310
rhnvrm
Listmonk MCP Server Claim 1
An MCP server implementation that enables AI assistants to interact with Listmo…
B 76 55 61 73 72 81 99
3311
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3312
skills-mcp
Skills MCP Claim
Transform any AI agent into a domain expert by giving it access to modular, reu…
B 76 54 84 57 N/A 34 95 100
3313
jessefreitas
MCP Memory Server Claim 1
Provides persistent memory functionality for AI conversations by creating, mana…
B 76 54 72 72 N/A 47 92 93
3314
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
3315
MCPCat
webmcp-react Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 54 67 61 N/A 59 95 100
3316
3KniGHtcZ
codebeamer-mcp Claim
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
B 76 55 72 60 72 84 97
3317
mattintech
pyBTMCP Claim
A BLE fitness device simulator that enables AI agents to control simulated hear…
B 76 55 96 61 27 81 100
3318
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3319
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
3320
Nazruden
mcp-openvision Claim
MCP OpenVision is a Model Context Protocol (MCP) server that provides image ana…
B 76 55 84 48 75 82 91
3321
gabrielalmir
Animagine MCP Claim
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
B 76 54 88 58 N/A 43 92 92
3322
addozhang
nexus Claim
Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifac…
B 76 54 88 71 N/A 29 83 94
3323
mvacaporale
Fetches and tracks Claude.ai usage data including session and weekly limits wit…
B 76 54 90 61 N/A 27 90 99
3324
IzumiSy
MCP Memory Server with DuckDB backend
B 76 54 62 56 N/A 86 94 89
3325
pto-agi
PTO MCP Server Claim 1
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
B 76 66 84 66 90 30 80 95
3326
jochiang
Voice MCP Claim
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
B 76 54 90 58 N/A 30 95 93
3327
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3328
infinity-smithpl
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
B 76 55 60 100 50 81 82
3329
JustinBeckwith
pylon-mcp Claim 1
MCP server for Pylon customer support platform
B 76 54 53 67 N/A 78 95 92
3330
agents-registry-com
Enables AI agents to discover each other and communicate through cryptographica…
B 76 55 78 75 45 81 95
3331
iExecBlockchainComputing
iExec MCP Server Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 54 75 68 N/A 55 87 92
3332
rhdeck
Checks username availability and retrieves account information across major soc…
B 76 55 90 58 44 82 100
3333
profplum700
Etsy MCP Server Claim 1
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
B 76 55 84 61 50 80 99
3334
StefanoCaruso456
MCP Platform Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
B 76 55 72 68 55 83 100
3335
theupriser
Traefik MCP Server Claim
Enables AI assistants to query and manage Traefik reverse proxy configurations,…
B 76 55 78 68 50 82 97
3336
peakmojo
A MCP server for accessing Zoom recordings and transcripts without requiring di…
B 76 55 85 71 40 80 94
3337
SongT-50
Korean Public Data Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 66 90 66 84 45 80 82
3338
ethanjyx
OpenBrand Claim
Extract brand assets (logos, colors, backdrop images, brand name) from any webs…
B 76 55 84 70 N/A 50 72 97
3339
sandraschi
clawd-mcp Claim 1
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
B 76 54 72 68 N/A 59 92 86
3340
jwingnut
Enables AI assistants to create, read, edit, and manipulate LibreOffice documen…
B 76 54 84 58 N/A 51 95 88
3341
grabba-dev
Microservice Connector Protocol server that exposes Grabba API functionalities …
B 76 66 84 66 92 23 81 96
3342
xpzouying
MCP for xiaohongshu.com
B 76 54 62 68 N/A 65 90 95
3343
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3344
kevinlin
Enables AI-guided spec-driven development workflow that transforms ideas into i…
B 76 55 90 83 N/A 33 95 62
3345
xelber
New Relic MCP Server Claim 1
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
B 76 55 94 71 24 82 92
3346
aarora79
MCP server for understanding AWS spend
B 76 55 80 70 N/A 48 81 92
3347
flrngel
An advanced MCP server for browser automation using Puppeteer, specifically opt…
B 76 54 90 60 N/A 27 95 93
3348
ebowwa
Xcode MCP Server Claim 2
Provides programmatic access to Xcode functionality, enabling AI assistants to …
B 76 55 94 75 N/A 46 95 57
3349
xzq-xu
jvm-mcp-server Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 54 90 51 N/A 56 87 90
3350
b12io
Website Generator
B 76 54 86 55 N/A 46 95 92
Showing 3301–3350 of 59385 servers
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