MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4351
mikeysrecipes
interactive-mcp Claim 1
A Node.js/TypeScript MCP server that facilitates interactive communication betw…
B 75 54 78 58 N/A 45 95 94
4352
eversonl
Enables Claude Desktop to access and analyze Garmin wearable health data includ…
B 75 54 78 60 N/A 45 87 99
4353
dd-dent
Enables AI consciousness continuity and self-knowledge preservation across sess…
B 75 55 84 61 54 82 90
4354
JMitac
MCP Security Scanner Claim 1
Enables comprehensive security scanning of code projects, detecting vulnerabili…
B 75 55 84 100 N/A 26 95 50
4355
dweigend
joplin-mcp-server Claim 1
A Model Context Protocol (MCP) Server for https://joplinapp.org/ that enables n…
B 75 54 76 68 N/A 41 90 91
4356
n0zer0d4y
mercury-spec-ops Claim
Modular MCP server for dynamic prompt generation and software development analy…
B 75 54 90 22 N/A 77 92 96
4357
BatchLion
Enables text-to-speech conversion with smart language detection (using Google T…
B 75 54 96 38 N/A 44 92 98
4358
rishav-learnerml
Enables users to track personal expenses through natural language interactions …
B 75 66 78 66 89 26 81 100
4359
guangxiangdebizi
Fetches YouTube video subtitles and transcripts with support for multiple langu…
B 75 55 90 100 41 81 45
4360
angrysky56
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
B 75 54 96 53 N/A 31 89 93
4361
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
4362
mario-andreschak
Automates interactions with SAP GUI using the Model Context Protocol, allowing …
B 75 54 90 58 N/A 45 82 94
4363
MadeByTokens
Browser MCP Server Claim
A universal browser automation server featuring 63 tools for programmatic Chrom…
B 75 54 86 58 N/A 48 84 94
4364
PortalFnd
PortalMCP Claim
Universal AI gateway that enables interaction with Ethereum blockchain through …
B 75 55 96 58 47 76 91
4365
signal-slot
Enables MCP-capable applications to access, manage, and analyze system core dum…
B 75 55 78 100 N/A 20 95 61
4366
QuantGeekDev
coincap-mcp Claim 2
Real-time cryptocurrency market data integration using CoinCap's public API, pr…
B 75 55 88 56 44 81 98
4367
arkapravasinha
Groww MCP Claim
Enable seamless integration of Groww platform data and tools with language mode…
B 75 54 72 75 N/A 25 95 99
4368
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4369
LeeMangold
Enables AI models to interact with Freshservice IT service management platform,…
B 74 55 72 71 48 81 95
4370
johnsorrentino
MCP Namecheap Server Claim 1
Provides integration with the Namecheap API for domain management operations, i…
B 74 55 86 66 23 80 100
4371
caiovicentino
DeBank MCP Server Claim
Enables querying DeFi data through DeBank API, including wallet balances, token…
B 74 55 78 70 43 81 90
4372
superyuser
Enables extraction of comprehensive LinkedIn profile data including experience,…
B 74 54 78 70 N/A 21 95 90
4373
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4374
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
4375
MadhurToshniwal
Integrates the OpenWeather API with Claude to provide real-time weather updates…
B 74 55 78 63 39 82 100
4376
Jawadh-Salih
Moodle MCP Claim
A Moodle MCP server so students can collaborate with their courses through the …
B 74 55 88 46 50 82 100
4377
jithinjosejacob
Xray MCP Server Claim
Enables AI assistants to interact with Xray Test Management for both Cloud and …
B 74 55 84 68 33 81 93
4378
baranwang
mcp-tung-shing Claim 1
A Model Context Protocol plugin for Chinese Tung Shing (黄历/通勝/通胜) almanac calcu…
B 74 55 72 100 N/A 67 95 29
4379
bunnyf
kicad-mcp-server Claim 1
MCP server for AI-assisted PCB design with KiCad 9.x
B 74 54 71 58 N/A 59 95 88
4380
sylweriusz
Neo4j Memory Server Claim 1
Provides AI assistants with persistent graph-based memory capabilities using Ne…
B 74 55 54 100 54 81 79
4381
brennancheung
MCP Rewatch Claim 1
A Model Context Protocol server that enables AI coding assistants like Claude C…
B 74 54 69 62 N/A 45 90 99
4382
Porta048
AutoCAD MCP Server Claim 1
Enables users to control AutoCAD, GstarCAD, or ZWCAD through natural language v…
B 74 54 92 38 N/A 43 90 99
4383
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4384
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
4385
paybyrd
claude-mcp-server Claim 1
A Model Context Protocol server that enables Claude AI to interact with Paybyrd…
B 74 55 79 70 37 80 97
4386
ScriptedAlchemy
Enables AI assistants to debug Node.js applications using Chrome DevTools Proto…
B 74 54 72 61 N/A 54 95 87
4387
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4388
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
4389
alexanimal
A Model Context Protocol server that enables interaction with the Tradovate API…
B 74 55 77 68 44 76 98
4390
volveezz
tusk-mcp Claim
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
B 74 55 80 62 50 80 95
4391
yywdandan
MCP protocol server for managing multi-project Markdown documents, supporting p…
B 74 55 86 58 40 81 94
4392
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 55 76 100 49 81 50
4393
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4394
mario-andreschak
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
B 74 55 78 62 44 80 98
4395
just-every
MCP Task Claim 2
Async MCP server for running long-running AI tasks with real-time progress moni…
B 74 55 96 82 48 81 48
4396
IQAIcom
Upbit MCP Server Claim 1
Enables interaction with the Upbit cryptocurrency exchange through public marke…
B 74 55 84 82 74 81 45
4397
tallpizza
Dooray MCP Server Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 55 94 60 29 81 90
4398
hongnoul
mit-dining Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 54 66 68 N/A 38 92 100
4399
flying3615
Eventfinda MCP Claim
Provides access to event data from the Eventfinda API, allowing AI agents to se…
B 74 54 72 71 N/A 33 95 91
4400
manju07
Provides secure file read and write operations within a sandboxed directory, al…
B 74 54 84 58 N/A 19 95 100
Showing 4351–4400 of 45732 servers
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