MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14401
Ajey95
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
D 52 55 56 20 24 76 82
14402
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14403
morosss
morosss-sdfsdf Claim
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more…
D 52 66 60 31 0 51 82 94
14404
susheel
Synapse MCP Server Claim 1
A Model Context Protocol server that exposes Synapse Entities (Datasets, Projec…
D 52 55 29 10 54 82 100
14405
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
14406
OHNLP
omop_mcp Claim
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
D 52 66 78 27 0 49 78 84
14407
Xuzan9396
Automatically collects daily report data from KPI systems using browser automat…
D 52 64 48 48 0 47 95 83
14408
xiaobenyang-com
Based on the Morgan Levine PhenoAge clock model, the service calculates biologi…
D 52 66 72 70 0 45 81 42
14409
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
14410
JAYKIM501
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 52 64 66 65 0 26 95 53
14411
mctx-ai
Example MCP Server Claim
Build complete MCP servers with our framework — study or fork this reference im…
D 52 66 66 10 0 74 81 98
14412
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 66 54 56 0 27 81 92
14413
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 64 51 55 0 20 95 88
14414
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
14415
KalebJS
groupme-mcp Claim 1
An MCP server that integrates with the GroupMe API v3 to allow AI assistants to…
D 52 55 47 0 41 81 95
14416
Hyeongseob91
Enables FPS game developers to generate and visualize weapon recoil patterns fo…
D 52 55 60 40 19 82 50
14417
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
D 52 54 24 31 N/A 19 95 94
14418
cympfh
QR Code MCP Server Claim 1
Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via M…
D 52 54 46 25 N/A 27 90 70
14419
DidierRLopes
Exposes OpenBB widget specifications as structured tools, enabling developers a…
D 52 55 80 27 28 81 32
14420
7robots
Enables management of Micro.blog book collections through natural language, all…
D 52 66 56 35 0 48 81 100
14421
Govind-git-123
A Model Context Protocol server that delivers various categories of jokes (Chuc…
D 52 66 39 65 0 47 81 86
14422
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 66 41 55 0 41 81 100
14423
blipemail
email Claim 1
MCP server for Blip disposable email — create inboxes, receive emails, extract …
D 52 54 51 0 N/A 30 82 99
14424
XileForce
MCP Memory Claim 1
A MCP Server that gives AI assistants the ability to remember information about…
D 52 64 39 71 0 21 95 83
14425
mehrshadshams
CopilotMCP Claim
A collection of MCP servers built with FastMCP framework that handle various ta…
D 52 54 60 12 N/A 19 95 65
14426
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
14427
plainyogurt21
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
D 52 66 64 30 0 49 81 92
14428
DanielZhao1990
An interface enabling high-frequency communication between AI tools (like Curso…
D 52 55 60 26 42 81 49
14429
jeannassereldine
MCP Weather Server Claim
A lightweight server that exposes weather-related tools (get_coordinates and ge…
D 52 55 42 22 23 81 91
14430
sageethhimachala
A template for deploying MCP servers on Cloudflare Workers without authenticati…
D 52 66 54 55 0 27 81 93
14431
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14432
AST-Consulting
Enables interaction with Google Analytics APIs to fetch reports, manage propert…
D 52 66 60 55 0 23 81 91
14433
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14434
o2alexanderfedin
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
D 52 54 42 35 N/A 27 82 73
14435
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 66 78 41 0 19 82 88
14436
knowledgepa3
gia-mcp-server Claim
Enterprise AI governance layer with 29 tools: MAI decision classification (Mand…
D 52 66 94 0 0 75 82 69
14437
RMTRQ
A drop-in Model Context Protocol server implementation for Next.js projects tha…
D 52 64 60 50 0 39 95 71
14438
HARJAP-SINGH-3105
Manage Splitwise balances, expenses, and groups from your workspace. Fetch frie…
D 52 66 50 60 0 27 80 98
14439
Jalajil
Poke-MCP Claim 1
A Model Context Protocol server that provides comprehensive Pokemon data and ba…
D 52 55 39 27 24 84 86
14440
kaz29
A Model Context Protocol server implementation using NestJS with DDD/Clean Arch…
D 51 55 27 27 34 84 90
14441
subspace-lab
SimDoc MCP Server Claim
Enables access to scientific simulation documentation and code snippets for sim…
D 51 66 66 32 0 39 81 93
14442
ee380
A template for deploying Model Context Protocol servers as Next.js routes using…
D 51 66 60 52 0 45 83 67
14443
serpapi
serpapi-mcp Claim
SerpApi MCP Server for Google and other search engine results. Provides multi-e…
D 51 66 88 0 0 58 81 87
14444
Rahii123
Provides real-time weather alerts from the National Weather Service, news searc…
D 51 66 60 41 0 31 81 96
14445
robobobby
mcp-danish-weather Claim
Provides access to Danish weather data from the Danish Meteorological Institute…
D 51 66 72 30 0 30 81 92
14446
guanqun-yang
Arithmetic Claim
Perform quick addition, subtraction, multiplication, and division in your workf…
D 51 54 24 22 N/A 21 94 97
14447
BACH-AI-Tools
Provides access to download files from Envato Elements platform by URL through …
D 51 55 50 57 45 80 15
14448
nonead
Enables natural language control of Universal Robots cobots through LLM integra…
D 51 64 66 23 0 59 95 70
14449
sakshi-sancheti
A Model Context Protocol server that provides joke delivery functionality, allo…
D 51 66 33 55 0 46 82 100
14450
SatoshiInoue
An MCP server that enables interaction with Adobe Experience Manager (AEM) Asse…
D 51 66 55 42 0 30 80 99
Showing 14401–14450 of 66502 servers
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