MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14351
Govind-git-123
A Model Context Protocol server that delivers various categories of jokes (Chuc…
D 52 66 39 65 0 47 81 86
14352
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
14353
spyfree
Mingli MCP Server Claim
Enables AI tools to perform Chinese fortune-telling analysis including Ziwei Do…
D 52 66 78 10 0 65 81 87
14354
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14355
YohanLiu
MCP JSONDiff Kel Claim
An efficient MCP server for performing accurate, deep comparisons between JSON …
D 52 55 48 32 23 83 68
14356
bridgpal
A basic example of developing and running serverless Model Context Protocol (MC…
D 52 66 54 61 0 21 81 91
14357
knowledgepa3
AI governance engine — decision controls, compliance, audit chains, knowledge p…
D 52 66 94 0 0 75 82 69
14358
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14359
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
14360
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
14361
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 66 78 41 0 19 82 88
14362
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 66 54 56 0 27 81 92
14363
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14364
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
14365
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14366
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
14367
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 66 54 68 0 45 76 72
14368
DanielZhao1990
An interface enabling high-frequency communication between AI tools (like Curso…
D 52 55 60 26 42 81 49
14369
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14370
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 66 72 52 0 16 81 84
14371
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14372
yzfly
A Model Context Protocol server that allows LLMs to interact with Python enviro…
D 52 66 63 37 0 34 81 97
14373
plainyogurt21
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
D 52 66 64 30 0 49 81 92
14374
browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
D 52 66 63 36 0 65 66 90
14375
HARJAP-SINGH-3105
Manage Splitwise balances, expenses, and groups from your workspace. Fetch frie…
D 52 66 50 60 0 27 80 98
14376
DevReev
A starter template for creating MCP servers that work with Puch AI, including b…
D 52 66 54 67 0 41 81 73
14377
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
14378
Adiitiir
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
D 52 55 54 23 24 81 74
14379
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
14380
afgong
Explore your Messages SQLite database to browse tables and inspect schemas with…
D 52 66 62 38 0 40 81 92
14381
BigVik193
Manage Reddit advertising end-to-end: browse ad accounts and payment methods, a…
D 52 66 54 63 0 17 81 97
14382
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
14383
cpetra
A demonstration MCP server that runs over HTTP with streamable transport, provi…
D 52 55 48 12 21 81 100
14384
Ospray-creator
Enables management of n8n workflow automations through natural language, suppor…
D 52 55 60 32 21 81 60
14385
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14386
xiaobenyang-com
Based on the Morgan Levine PhenoAge clock model, the service calculates biologi…
D 52 66 72 70 0 45 81 42
14387
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
14388
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
14389
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
14390
renatoromao
An MCP server that delivers jokes on demand, supporting different joke categori…
D 52 66 41 55 0 41 81 100
14391
payclaw
badge Claim
Agents are not bots. Prove it. MCP-native identity declaration for authorized a…
D 52 64 72 16 0 58 83 89
14392
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
14393
nevermined-io
Provides weather information for cities through a protected MCP interface with …
D 52 55 72 43 28 81 21
14394
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
14395
mctx-ai
Example MCP Server Claim
Build complete Apps with our framework — study or fork this reference implement…
D 52 66 66 10 0 74 81 98
14396
ishu3022
MathServer Claim
Provides basic mathematical operations (addition, subtraction, multiplication, …
D 52 55 34 27 18 81 100
14397
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
14398
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14399
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
14400
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
Showing 14351–14400 of 33379 servers
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