MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29814
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14351
sainath1420
A server implementation demonstrating how AI models can interact with external …
D 52 55 44 30 16 81 85
14352
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14353
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
14354
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 66 54 56 0 27 81 92
14355
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 66 54 68 0 45 76 72
14356
CccZss
mcp-test Claim
test
D 52 54 24 25 N/A 23 92 100
14357
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
14358
yonaka15
A Model Context Protocol server that enables LLM applications to safely execute…
D 52 54 27 28 N/A 23 95 88
14359
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
14360
viiniolliveira
Zappaz MCP Server Claim
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
D 52 66 54 67 0 30 81 76
14361
Osseni94
keyneg-mcp Claim
Enterprise-grade sentiment analysis with 95+ labels, keyword extraction, and ba…
D 52 64 58 37 0 24 95 96
14362
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
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
bendusy
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
D 52 66 57 57 0 38 81 80
14365
browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
D 52 66 63 36 0 65 66 90
14366
o2alexanderfedin
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
D 52 54 42 35 N/A 27 82 73
14367
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14368
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
14369
7robots
Enables management of Micro.blog book collections through natural language, all…
D 52 66 56 35 0 48 81 100
14370
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
14371
xiaobenyang-com
Based on the Morgan Levine PhenoAge clock model, the service calculates biologi…
D 52 66 72 70 0 45 81 42
14372
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
14373
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 66 78 41 0 19 82 88
14374
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
14375
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
14376
Ospray-creator
Enables management of n8n workflow automations through natural language, suppor…
D 52 55 60 32 21 81 60
14377
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
14378
jasondsmith72
A Model Context Protocol server that provides a comprehensive interface for int…
D 52 66 73 42 0 24 81 90
14379
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 66 41 55 0 41 81 100
14380
JAYKIM501
A boilerplate project for quickly developing Model Context Protocol servers usi…
D 52 64 66 65 0 26 95 53
14381
eternachen
An MCP server implementation that allows users to fetch and display weather inf…
D 52 55 51 26 15 81 80
14382
nevermined-io
Provides weather information for cities through a protected MCP interface with …
D 52 55 72 43 28 81 21
14383
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
14384
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
14385
ironjesus74-hub
Enables the deployment of a remote Model Context Protocol server to Cloudflare …
D 52 55 48 0 30 84 100
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
a6b8
Provides unified access to real-time and historical Solana ecosystem data throu…
D 52 55 48 17 24 83 84
14388
AiAgentKarl
MCP server for agriculture and farming data. 8 tools: soil conditions (temperat…
D 52 55 57 0 27 83 95
14389
kursk-ye
A server that wraps the code2flow command-line tool as an MCP service, allowing…
D 52 55 56 21 15 81 80
14390
daheepk
An MCP server that allows Claude AI to search, explore, and compare arXiv paper…
D 52 55 49 31 45 80 54
14391
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
14392
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14393
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
14394
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
14395
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
14396
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14397
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14398
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
14399
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
14400
cfy114514
Enables querying and analyzing user, product, and order data with filtering cap…
D 52 55 48 30 16 81 78
Showing 14351–14400 of 57357 servers
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