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
14351
Zzzccs123
A TypeScript implementation of a Model Context Protocol server that connects to…
D 52 66 68 50 0 20 81 91
14352
Adiitiir
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
D 52 55 54 23 24 81 74
14353
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
14354
oleksii-donets
simple_mcp Claim
A Test MCP server that provides tools, promts and resources
D 52 54 42 0 N/A 32 92 100
14355
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
14356
worryzyy
HowToCook-MCP Server Claim 2
An MCP server that transforms AI assistants into personal chefs by providing re…
D 52 55 53 58 38 82 18
14357
isgudtek
mycrab-mcp Claim
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom dom…
D 52 64 60 22 0 44 95 98
14358
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
14359
HARJAP-SINGH-3105
Manage Splitwise balances, expenses, and groups from your workspace. Fetch frie…
D 52 66 50 60 0 27 80 98
14360
Traia-IO
An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC A…
D 52 55 57 0 27 78 100
14361
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14362
JAYKIM501
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 52 64 66 65 0 26 95 53
14363
7robots
Enables management of Micro.blog book collections through natural language, all…
D 52 66 56 35 0 48 81 100
14364
DevReev
A starter template for creating MCP servers that work with Puch AI, including b…
D 52 66 54 67 0 41 81 73
14365
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14366
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
14367
xiaobenyang-com
edge-tts Claim 1
An MCP server integrated with Microsoft Edge's high-quality speech synthesis ca…
D 52 64 57 65 0 45 95 51
14368
AceDataCloud
mcp-shorturl Claim 1
MCP server for URL shortening and management
D 52 66 73 0 0 68 81 100
14369
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
14370
sageethhimachala
A template for deploying MCP servers on Cloudflare Workers without authenticati…
D 52 66 54 55 0 27 81 93
14371
bendusy
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
D 52 66 57 57 0 38 81 80
14372
sainath1420
A server implementation demonstrating how AI models can interact with external …
D 52 55 44 30 16 81 85
14373
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
14374
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14375
AST-Consulting
Enables interaction with Google Analytics APIs to fetch reports, manage propert…
D 52 66 60 55 0 23 81 91
14376
o2alexanderfedin
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
D 52 54 42 35 N/A 27 82 73
14377
bighadj22
A Model Context Protocol server that enables AI models to access tools through …
D 52 66 45 67 0 21 81 96
14378
spyfree
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
D 52 66 78 10 0 65 81 87
14379
rabyavalla
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
D 52 66 54 72 0 20 81 83
14380
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14381
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14382
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
14383
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
14384
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14385
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
14386
DidierRLopes
Exposes OpenBB widget specifications as structured tools, enabling developers a…
D 52 55 80 27 28 81 32
14387
blackviking1311
A simple demonstration MCP server built with FastMCP that provides basic functi…
D 52 54 42 17 N/A 27 95 80
14388
DanielZhao1990
An interface enabling high-frequency communication between AI tools (like Curso…
D 52 55 60 26 42 81 49
14389
cpetra
A demonstration MCP server that runs over HTTP with streamable transport, provi…
D 52 55 48 12 21 81 100
14390
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
14391
pfelilpe
A vulnerable MCP server implementation that demonstrates how poor coding practi…
D 52 54 48 27 N/A 36 75 74
14392
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
14393
chlee10
A Model Context Protocol server that enables natural language data exploration …
D 52 55 57 37 32 76 54
14394
eternachen
An MCP server implementation that allows users to fetch and display weather inf…
D 52 55 51 26 15 81 80
14395
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14396
kursk-ye
A server that wraps the code2flow command-line tool as an MCP service, allowing…
D 52 55 56 21 15 81 80
14397
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
14398
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14399
browserbase
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
D 52 66 63 36 0 65 66 90
14400
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
Showing 14351–14400 of 67226 servers
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