MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14401
daheepk
An MCP server that allows Claude AI to search, explore, and compare arXiv paper…
D 52 55 49 31 45 80 54
14402
sainath1420
A server implementation demonstrating how AI models can interact with external …
D 52 55 44 30 16 81 85
14403
cpetra
A demonstration MCP server that runs over HTTP with streamable transport, provi…
D 52 55 48 12 21 81 100
14404
vulnerability-lookup
VulnMCP Claim 1
An MCP server for vulnerability management that provides tools for automated se…
D 52 55 55 0 30 81 97
14405
bendusy
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
D 52 66 57 57 0 38 81 80
14406
plainyogurt21
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
D 52 66 64 30 0 49 81 92
14407
pfelilpe
A vulnerable MCP server implementation that demonstrates how poor coding practi…
D 52 54 48 27 N/A 36 75 74
14408
chlee10
A Model Context Protocol server that enables natural language data exploration …
D 52 55 57 37 32 76 54
14409
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14410
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14411
rabyavalla
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
D 52 66 54 72 0 20 81 83
14412
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
14413
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14414
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14415
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
14416
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 66 41 55 0 41 81 100
14417
browserbase
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
D 52 66 63 36 0 65 66 90
14418
blackviking1311
A simple demonstration MCP server built with FastMCP that provides basic functi…
D 52 54 42 17 N/A 27 95 80
14419
spyfree
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
D 52 66 78 10 0 65 81 87
14420
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14421
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
14422
kagioneko
memory-engine-mcp Claim 2
An MCP server that provides persistent memory for AI agents by storing session …
D 52 54 65 30 N/A 31 90 33
14423
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
14424
kursk-ye
A server that wraps the code2flow command-line tool as an MCP service, allowing…
D 52 55 56 21 15 81 80
14425
ismaileneskucuk
Electronic Markets TR Claim 1
An MCP server that enables real-time product, price, and stock searching across…
D 52 55 43 0 48 81 94
14426
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
14427
eternachen
An MCP server implementation that allows users to fetch and display weather inf…
D 52 55 51 26 15 81 80
14428
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14429
guanqun-yang
Sentence Reverser Claim
Reverse any sentence instantly to see words in the opposite order. Generate pla…
D 52 54 30 17 N/A 21 95 100
14430
bighadj22
A Model Context Protocol server that enables AI models to access tools through …
D 52 66 45 67 0 21 81 96
14431
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
14432
AceDataCloud
mcp-shorturl Claim 1
MCP server for URL shortening and management
D 52 66 73 0 0 68 81 100
14433
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
14434
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 66 54 56 0 27 81 92
14435
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
14436
geobio
Context7 MCP Claim
Provides LLMs with up-to-date, version-specific documentation and code examples…
D 52 66 84 10 0 44 81 93
14437
jasondsmith72
A Model Context Protocol server that provides a comprehensive interface for int…
D 52 66 73 42 0 24 81 90
14438
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
14439
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
14440
cyberimaginationsi-gif
mcp-smithery Claim
Find user details by client ID, browse registered clients, and discover availab…
D 51 54 30 50 N/A 20 95 54
14441
Rahii123
Provides real-time weather alerts from the National Weather Service, news searc…
D 51 66 60 41 0 31 81 96
14442
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
14443
johnneerdael
A Management Control Plane server that allows users to explore and analyze Swag…
D 51 55 84 42 22 76 15
14444
iworkist
btcmcp Claim 1
An MCP server that provides Bitcoin price data from Binance API
D 51 64 57 26 0 29 95 100
14445
BACH-AI-Tools
Provides access to download files from Envato Elements platform by URL through …
D 51 55 50 57 45 80 15
14446
proofofsid
Implements a RAG workflow that integrates with any custom knowledge base and ca…
D 51 55 48 20 22 81 83
14447
Odds7
Crypto market intelligence: regime detection, funding rates, liquidations, pric…
D 51 66 72 27 0 29 81 94
14448
guanqun-yang
Arithmetic Claim
Perform quick addition, subtraction, multiplication, and division in your workf…
D 51 54 24 22 N/A 21 94 97
14449
vkhanna2004
Enables natural language interactions with Jira for creating issues, managing b…
D 51 55 36 32 12 81 90
14450
NingNing0111
Mail MCP Server Claim 1
An MCP server that provides email sending capabilities via SMTP, featuring tool…
D 51 55 27 32 45 81 79
Showing 14401–14450 of 67226 servers
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