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
14351
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14352
ishu3022
MathServer Claim
Provides basic mathematical operations (addition, subtraction, multiplication, …
D 52 55 34 27 18 81 100
14353
InSIkHwang
Naver Flight MCP Claim
A Model Context Protocol (MCP) server built with mcp-framework that provides to…
D 52 64 48 65 0 26 95 78
14354
sageethhimachala
A template for deploying MCP servers on Cloudflare Workers without authenticati…
D 52 66 54 55 0 27 81 93
14355
rabyavalla
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
D 52 66 54 72 0 20 81 83
14356
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
14357
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
14358
Govind-git-123
A Model Context Protocol server that delivers various categories of jokes (Chuc…
D 52 66 39 65 0 47 81 86
14359
frankdeno
An MCP server that generates images based on text prompts using Black Forest La…
D 52 66 77 36 0 20 81 91
14360
CccZss
mcp-test Claim
test
D 52 54 24 25 N/A 23 92 100
14361
yonaka15
A Model Context Protocol server that enables LLM applications to safely execute…
D 52 54 27 28 N/A 23 95 88
14362
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
14363
BigVik193
Manage Reddit advertising end-to-end: browse ad accounts and payment methods, a…
D 52 66 54 63 0 17 81 97
14364
Moon-DaeSeung
mcp-todo Claim 2
An MCP server that integrates with the mcp-todo app to manage tasks and memos t…
D 52 55 33 66 32 80 47
14365
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
D 52 54 24 31 N/A 19 95 94
14366
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14367
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
14368
Zzzccs123
A TypeScript implementation of a Model Context Protocol server that connects to…
D 52 66 68 50 0 20 81 91
14369
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 66 72 52 0 16 81 84
14370
eternachen
An MCP server implementation that allows users to fetch and display weather inf…
D 52 55 51 26 15 81 80
14371
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14372
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
14373
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
14374
Osseni94
keyneg-mcp Claim
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and ba…
D 52 64 58 37 0 24 95 96
14375
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14376
d0kwon
MCP Memory Claim
MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability t…
D 52 66 54 68 0 21 81 84
14377
cfahlgren1
HF Dataset MCP Claim 1
An MCP server for the Hugging Face Dataset Viewer API that enables searching, f…
D 52 66 57 51 0 32 81 94
14378
langchain-ai
Enables language models to access LangSmith observability platform features inc…
D 52 66 78 0 0 79 82 88
14379
spyfree
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
D 52 66 78 10 0 65 81 87
14380
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
14381
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
14382
Ritesh2351235
A Model Context Protocol server that enables access to Omi memories from a spec…
D 52 55 45 70 N/A 16 95 19
14383
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
14384
sainath1420
A server implementation demonstrating how AI models can interact with external …
D 52 55 44 30 16 81 85
14385
Ospray-creator
Enables management of n8n workflow automations through natural language, suppor…
D 52 55 60 32 21 81 60
14386
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14387
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14388
pfelilpe
A vulnerable MCP server implementation that demonstrates how poor coding practi…
D 52 54 48 27 N/A 36 75 74
14389
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14390
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
14391
chlee10
A Model Context Protocol server that enables natural language data exploration …
D 52 55 57 37 32 76 54
14392
ironjesus74-hub
Enables the deployment of a remote Model Context Protocol server to Cloudflare …
D 52 55 48 0 30 84 100
14393
blackviking1311
A simple demonstration MCP server built with FastMCP that provides basic functi…
D 52 54 42 17 N/A 27 95 80
14394
plainyogurt21
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
D 52 66 64 30 0 49 81 92
14395
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
14396
anbrme
ibex35-mcp Claim
Analyze relationships in the Spanish stock exchange
D 52 66 100 0 0 43 81 87
14397
jasondsmith72
A Model Context Protocol server that provides a comprehensive interface for int…
D 52 66 73 42 0 24 81 90
14398
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14399
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 66 41 55 0 41 81 100
14400
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
Showing 14351–14400 of 66502 servers
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