MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7451
longmans
Coin MCP Server Claim 2
A Model Context Protocol server that provides access to CoinMarketCap's cryptoc…
B 70 55 79 65 21 81 89
7452
Processori7
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
B 70 55 90 62 25 81 78
7453
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 54 72 41 38 95 98
7454
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 55 78 100 N/A 18 95 36
7455
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7456
frishtik
A comprehensive MCP server that exposes multiple OSINT tools to AI assistants l…
B 70 54 90 28 N/A 42 95 88
7457
pmhw
Enables random selection tools including lottery drawing from option lists, dic…
B 70 55 80 100 21 81 48
7458
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7459
konigt6905
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
B 70 55 78 100 29 81 46
7460
dahuangbaojian
Detects Chinese mobile phone number carriers (China Mobile, China Unicom, China…
B 70 54 72 38 N/A 39 95 100
7461
fugle-dev
A server that enables interaction with Fugle trading systems, supporting real-t…
B 70 54 48 73 N/A 57 95 77
7462
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7463
JoshuaRileyDev
simulator-mcp-server Claim 3
An MCP server to control iOS Simulators
B 70 54 65 63 N/A 21 90 100
7464
silviosotelo
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
B 70 54 54 72 36 90 92
7465
0x4m4
hexstrike-ai Claim
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, …
B 70 54 94 26 N/A 51 87 85
7466
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7467
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7468
wso2-attic
Authentication and Authorization Proxy for MCP Servers
B 70 54 60 35 N/A 77 95 94
7469
mongodb-developer
An MCP server that enables users to create and manage MongoDB Atlas clusters, u…
B 70 55 63 72 41 81 90
7470
kocierik
Consul MCP Server Claim 1
Provides access to Consul functionality (services, health checks, KV store, ses…
B 70 55 62 100 N/A 45 95 38
7471
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7472
truaxki
MCP Notes Server Claim 2
An MCP server for managing and persisting notes, offering CRUD operations, note…
B 70 55 79 47 34 82 100
7473
sugarforever
amap-mcp-server Claim
高德地图MCP Server,支持stdio, sse和streamable-http
B 70 55 62 41 N/A 79 82 94
7474
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7475
WeiWeicode
Node.js MCP Server Claim
A comprehensive MCP server that enables file operations, mathematical calculati…
B 70 54 68 61 N/A 24 95 94
7476
huangjien
Writer MCP Claim 1
A Model Context Protocol server that manages character knowledge and relationsh…
B 70 55 71 60 36 81 95
7477
folathecoder
Provides AI assistants with access to the Adzuna Job Search API to search milli…
B 70 55 82 37 51 83 94
7478
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7479
fernsugi
x402-api Claim
DeFi data API for AI agents — pay-per-call via x402/USDC on Base
B 70 64 94 68 0 69 95 100
7480
DibyaRanjan1
A remote Model Context Protocol server that extracts YouTube video transcripts …
B 70 55 62 66 48 80 90
7481
gmailhasan
Weather MCP Server Claim
Provides current weather data and hourly forecasts for any location worldwide u…
B 70 55 66 71 24 81 96
7482
seabassgonzalez
Enables AI assistants to capture screenshots of web pages using automated brows…
B 70 55 78 100 28 71 55
7483
clockworked247
Enables searching for flights (one-way, round-trip, multi-city) and hotels usin…
B 70 55 88 66 20 81 77
7484
FlameZerg
Playwright MCP Claim 1
Enables browser automation and web page interaction using Playwright's accessib…
B 70 55 62 100 50 81 48
7485
nick-telsan
A demonstration server for ModelContextProtocol that provides weather tools and…
B 70 55 72 65 18 81 100
7486
Omniscience-Labs
OMNI-MQTT-MCP Claim
Enables AI assistants to publish and subscribe to MQTT topics with configurable…
B 70 55 62 82 26 81 90
7487
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7488
Epochal-dev
open-notebook Claim
MCP server that wraps the Open Notebook API
B 70 54 78 40 N/A 55 83 92
7489
zhaoyouj
MCP-Slicer Claim
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
B 70 54 90 38 N/A 33 87 90
7490
lamemind
A utility toolkit that enhances Claude's code interaction capabilities by provi…
B 70 54 68 62 N/A 16 95 98
7491
nobelk
random-number-server Claim 1
An MCP server that generates random numbers by using national weather data as e…
B 70 55 69 47 54 81 100
7492
guangxiangdebizi
MySQL MCP Server Claim
Enables AI assistants to securely connect to and manage MySQL databases with su…
B 70 55 84 36 59 80 89
7493
ahemavathy
Provides comprehensive functionality including weather data, system utilities, …
B 70 55 90 82 26 81 52
7494
franciscorojas27
A modular server that enables management of MongoDB databases, collections, doc…
B 70 55 82 47 44 76 95
7495
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7496
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7497
comprowler
Prowler MCP Server Claim
Analyzes Prowler security scan results for cloud environments, providing detail…
B 70 54 78 61 N/A 26 95 78
7498
tofunori
A Model Context Protocol server that enables Claude to load CSV files and execu…
B 70 54 75 48 N/A 37 95 89
7499
spences10
mcp-turso-cloud Claim 3
🗂️ A Model Context Protocol (MCP) server that provides integration with Turso d…
B 70 54 67 61 N/A 73 60 95
7500
aviveldan
Datagov Israel MCP Claim
MCP for Data.gov.il Israeli Government Data
B 70 55 74 35 65 81 96
Showing 7451–7500 of 66475 servers
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