MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14401
IlyaGusev
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
D 52 66 88 36 0 69 81 40
14402
AceDataCloud
mcp-shorturl Claim 1
MCP server for URL shortening and management
D 52 66 73 0 0 68 81 100
14403
RMTRQ
A drop-in Model Context Protocol server implementation for Next.js projects tha…
D 52 64 60 50 0 39 95 71
14404
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
14405
wei
mymlh-mcp-server Claim
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
D 52 66 68 41 0 39 80 84
14406
Kim-soung-won
Craft quick, personalized greetings by name. Generate ready-to-use greeting pro…
D 52 66 56 57 0 29 83 84
14407
SecurFi
rapidapi Claim
integrate rapidapi for testing
D 52 54 38 27 N/A 22 90 83
14408
xiaobenyang-com
A model context protocol server designed for AI development and QA, providing A…
D 52 64 57 66 0 45 95 46
14409
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
14410
Hyeongseob91
Enables FPS game developers to generate and visualize weapon recoil patterns fo…
D 52 55 60 40 19 82 50
14411
yongsingyou
Weather MCP Server Claim
Provides current weather information and forecasts for major cities through MCP…
D 52 55 48 22 18 81 86
14412
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
14413
browserbase
MCP server for AI web browser automation using Browserbase and Stagehand
D 52 66 63 36 0 65 66 90
14414
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
14415
javiarmesto
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
D 52 66 78 41 0 19 82 88
14416
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
14417
HARJAP-SINGH-3105
Manage Splitwise balances, expenses, and groups from your workspace. Fetch frie…
D 52 66 50 60 0 27 80 98
14418
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
14419
francoisgoupil
Provides tools for training, managing, and making predictions with scikit-learn…
D 52 66 78 30 0 25 80 95
14420
arjunkmrm
Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic…
D 52 66 54 68 0 45 76 72
14421
Adiitiir
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
D 52 55 54 23 24 81 74
14422
Govind-git-123
A Model Context Protocol server that delivers various categories of jokes (Chuc…
D 52 66 39 65 0 47 81 86
14423
NXr10
Enables interaction with SAP Business One API through Azure Container Apps with…
D 52 66 72 52 0 16 81 84
14424
afgong
Explore your Messages SQLite database to browse tables and inspect schemas with…
D 52 66 62 38 0 40 81 92
14425
DanielZhao1990
An interface enabling high-frequency communication between AI tools (like Curso…
D 52 55 60 26 42 81 49
14426
yzfly
A Model Context Protocol server that allows LLMs to interact with Python enviro…
D 52 66 63 37 0 34 81 97
14427
bridgpal
A basic example of developing and running serverless Model Context Protocol (MC…
D 52 66 54 61 0 21 81 91
14428
plainyogurt21
Provide AI assistants with real-time access to official SEC EDGAR filings and f…
D 52 66 64 30 0 49 81 92
14429
cpetra
A demonstration MCP server that runs over HTTP with streamable transport, provi…
D 52 55 48 12 21 81 100
14430
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
14431
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
14432
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
14433
amekala
Enables users to analyze, manage, and optimize digital advertising campaigns th…
D 52 66 54 68 0 29 69 95
14434
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
14435
7robots
Enables management of Micro.blog book collections through natural language, all…
D 52 66 56 35 0 48 81 100
14436
kursk-ye
A server that wraps the code2flow command-line tool as an MCP service, allowing…
D 52 55 56 21 15 81 80
14437
Jose-Prince
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
D 52 55 60 20 16 81 73
14438
kabirrgrover
Connects WHOOP fitness data to Poke AI assistant, enabling natural language que…
D 52 66 64 37 0 39 81 93
14439
arjunkmrm
Fetch web pages and extract exactly the content you need. Select elements with …
D 52 66 54 56 0 27 81 92
14440
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
14441
self-tech-labs
An MCP server providing standardized access to Swiss court decisions through th…
D 52 64 51 55 0 20 95 88
14442
braindead-dev
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
D 52 66 68 42 0 25 81 97
14443
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
14444
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
14445
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
14446
DevReev
A starter template for creating MCP servers that work with Puch AI, including b…
D 52 66 54 67 0 41 81 73
14447
Ospray-creator
Enables management of n8n workflow automations through natural language, suppor…
D 52 55 60 32 21 81 60
14448
szge
szge-lolwiki-mcp Claim
Generate friendly greetings for any audience. Toggle Pirate Mode for a playful,…
D 51 66 68 51 0 26 81 78
14449
iworkist
btcmcp Claim 1
An MCP server that provides Bitcoin price data from Binance API
D 51 64 57 26 0 29 95 100
14450
www-zerotrusted-ai
ZeroTrusted ai PII Detection
D 51 54 30 20 N/A 18 94 93
Showing 14401–14450 of 33379 servers
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