MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29848
Scored
2112
Verified
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9351
YannickTM
DocuMCP Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 55 69 58 26 81 93
9352
Buu-AI
Buu AI MCP Server
C 67 55 56 67 44 81 84
9353
sj0405-lee
A boilerplate project for quickly developing MCP servers using TypeScript, feat…
C 67 54 54 70 N/A 26 95 81
9354
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9355
FuelLabs
Enables semantic search and interaction with Fuel Network documentation and Swa…
C 67 54 72 62 N/A 24 90 76
9356
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 55 86 53 18 78 86
9357
DTeam-Top
A Next.js-based MCP server template that implements OAuth 2.1 authentication wi…
C 67 55 66 46 41 81 100
9358
eludden35
Provides comprehensive HIPAA compliance guidance for developers building health…
C 67 55 84 70 N/A 44 95 26
9359
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9360
scooter-lacroix
Sandbox MCP Claim
Production-ready MCP server for secure Python code execution with artifact capt…
C 67 55 54 38 75 80 96
9361
jmhron
FastMail MCP Server Claim 2
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
C 67 55 57 66 36 80 91
9362
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9363
tejas-borate-wai
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
C 67 55 63 58 24 81 100
9364
alexandrekumagae
A Model Context Protocol server that provides AI-driven tools to categorize, ta…
C 67 55 75 53 20 81 95
9365
VaishnaviJagan
Exposes Petstore API endpoints as tools for AI assistants using the Model Conte…
C 67 55 94 38 22 81 84
9366
dasscoax
Enables AI models to interact with Freshrelease project management platform thr…
C 67 55 74 46 47 81 83
9367
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9368
ahmedelshazly27
OpenDSS MCP Server Claim
Enables conversational power system analysis by connecting Claude AI with EPRI'…
C 67 54 66 33 N/A 59 95 86
9369
jkingsman
Enables search, exploration, and analysis of all QAnon posts for sociological s…
C 67 54 64 32 N/A 43 95 98
9370
linzele
Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistant…
C 67 55 78 48 25 76 96
9371
kalicyh
MCP RAG Claim
Intelligent knowledge base system that enables users to process documents in 25…
C 67 55 72 65 30 81 79
9372
AyaanShaheer
Integrates the EduChain library to generate educational content including multi…
C 67 54 64 55 N/A 16 92 98
9373
alaturqua
MCP Trino Server Claim 1
A Model Context Protocol server that provides seamless integration with Trino a…
C 67 55 53 47 69 80 94
9374
devbrother2024
A starter template for quickly developing Model Context Protocol (MCP) servers …
C 67 54 66 73 N/A 27 95 59
9375
qiao101660
Amap MCP Server Claim
Provides comprehensive geographic information services and route planning for A…
C 67 55 54 73 32 82 87
9376
wsargent
icalPal MCP Server Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 44 54 N/A N/A 21 95 88
9377
amanasmuei
Luno MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for AI m…
C 67 55 63 60 29 78 98
9378
KinoThe-Kafkaesque
SSH MCP Server Claim 1
A Model Context Protocol server implementation that enables secure remote comma…
C 67 55 75 82 30 81 54
9379
chongdashu
unreal-mcp Claim
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
C 67 54 78 43 N/A 22 92 87 C
9380
hoppo-chan
Memory Bank MCP Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 55 60 62 39 81 90
9381
maxronner
task-mcp Claim 1
An MCP server for Taskwarrior that implements agent claim and lease semantics f…
C 67 54 45 70 N/A 32 90 97
9382
greenoceanbird
An automated security operations center MCP server that uses LLMs and network a…
C 67 54 68 60 N/A 25 92 78
9383
yanboishere
Enables cryptocurrency payment processing through the Infini Payment API, suppo…
C 67 55 66 41 52 80 95
9384
kongyo2
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
C 67 55 51 61 43 84 94
9385
momer17
Enables AI assistants to manage calendars and tasks through natural language, s…
C 67 55 78 43 24 81 100
9386
leehave
Claude Music MCP Claim 1
Enables music management through search, playlist creation, and intelligent rec…
C 67 54 72 52 N/A 23 90 88
9387
qwert666
Foundry MCP Server Claim 1
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
C 67 55 69 52 46 76 90
9388
qinyuanpei
基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、…
C 67 55 51 100 N/A 50 81 48
9389
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9390
Aryan-Jhaveri
Provides 42+ specialized tools for nutrition analysis integrating Canada's Food…
C 67 55 78 32 55 83 87
9391
nirholas
Validate Ethereum addresses, keys, checksums, keccak256 hashes, function select…
C 67 54 72 22 N/A 58 95 91
9392
ab2005
ElevenLabs MCP Server Claim 1
Enables seamless integration with ElevenLabs Conversational AI to manage agents…
C 67 55 78 40 38 82 92
9393
huoshuiai42
An MCP server that provides document format conversion
C 67 54 45 67 N/A 31 90 97
9394
duolabmeng6
A powerful MCP server that provides interactive user feedback and command execu…
C 67 55 62 52 45 81 93
9395
ProfessionalWiki
MediaWiki Claim
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
C 67 66 88 62 0 82 80 99
9396
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 55 72 87 26 81 55
9397
xja1023789-collab
Enables AI models to scrape and extract structured data from any website global…
C 67 55 54 63 47 81 91
9398
Unlock-MCP
Enables AI assistants to search the web using DuckDuckGo and extract clean text…
C 67 54 76 31 N/A 43 92 91
9399
frontalinilucas
juba-mcp Claim 1
An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database …
C 67 55 49 82 30 81 86
9400
veonua
smartthings-mcp Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 55 50 66 42 81 93
Showing 9351–9400 of 57597 servers
« Prev 1 186 187 188 189 190 1152 Next »