MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27797
Scored
1878
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9451
jefercort
Enables AI assistants to fetch current weather conditions and forecasts for any…
C 67 55 78 52 24 81 91
9452
jack-beanstalk-2022
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
C 67 55 78 37 30 84 100
9453
Tiago-Alves-Dev
A demonstration server that integrates Model Context Protocol (MCP) with TypeOR…
C 67 55 72 50 21 81 99
9454
gregkop
Sketchfab MCP Server Claim 2
Allows interaction with Sketchfab's 3D model platform through Claude or Cursor,…
C 67 55 78 100 20 80 36
9455
luquitared
A starter template for building MCP servers that can integrate with Claude, Cur…
C 67 55 54 100 N/A 23 95 49
9456
byteplant-dev
byteplant-mcp Claim 2
An MCP server that provides Email, Phone and Address Validation Services from B…
C 67 55 51 82 N/A 31 67 98
9457
PiQrypt
audit-trail Claim 1
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
C 67 55 78 55 N/A 33 76 86
9458
AbhiGit-Trimble
Weather MCP Server Claim
Provides access to real-time weather data, 5-day forecasts, air quality informa…
C 67 55 60 51 50 81 94
9459
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9460
sleepypandu
An example MCP server that allows remote clients to connect and authenticate us…
C 67 55 60 68 21 81 95
9461
Blackklegend
Enables interaction with PostgreSQL databases through natural language commands…
C 67 55 66 55 24 81 100
9462
smchase
Piazza MCP Server Claim
Enables AI agents to browse, search, and read content from Piazza course forums…
C 67 55 68 40 49 80 98
9463
sseaan
amap-mcp-server Claim
C 67 54 62 43 N/A 52 89 91
9464
DAWNCR0W
AFFiNE MCP Server Claim
Enables interaction with AFFiNE workspaces through GraphQL API to manage docume…
C 67 66 78 68 0 88 81 97
9465
JoshuaRileyDev
An MCP server to list and launch applications on MacOS
C 67 54 65 57 N/A 20 82 100
9466
elie222
inbox-zero Claim 1
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding o…
C 67 55 81 17 65 84 91
9467
QAStudio-Dev
QA Studio MCP Server Claim 1
Enables interaction with QA Studio test management platform directly from Claud…
C 67 66 86 71 0 71 78 99
9468
joeyballentine
Paint MCP Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
C 67 54 76 33 N/A 30 90 99
9469
amandhunna
A service that processes natural language requests to perform mathematical calc…
C 67 55 86 38 23 78 98
9470
sam2332
SQLite MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with SQL…
C 67 55 63 61 29 76 100
9471
latiftplgu
Spotify MCP Server Claim 2
A Model Context Protocol server that enables AI assistants like Claude Desktop …
C 67 55 57 72 19 83 94
9472
BlackSnufkin
LitterBox Claim
A secure sandbox environment for malware developers and red teamers to test pay…
C 67 54 72 32 N/A 55 89 87 YA
9473
kcofoni
pmwiki-mcp Claim 1
MCP server for searching and reading PmWiki pages with text queries and group f…
C 67 54 71 31 N/A 50 83 100
9474
mctrinh
mcp-chatbot Claim
MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search…
C 67 54 82 32 N/A 24 95 89
9475
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 55 84 38 25 82 96
9476
jbuchan
Enables AI agents to perform comprehensive accessibility audits on websites usi…
C 67 55 78 75 N/A 25 95 47
9477
BoosClues
A starter template for building MCP servers with TypeScript support, example to…
C 67 54 60 57 N/A 26 95 91
9478
maxisoft-git
InstantCMS MCP Server Claim 1
Provides a specialized environment for developing InstantCMS 2 addons and templ…
C 67 54 84 53 N/A 32 95 55
9479
akworob
MariaDB MCP Server Claim
Enables AI assistants to interact with MariaDB databases through schema explora…
C 67 55 66 62 19 80 98
9480
momer17
Enables AI assistants to manage calendars and tasks through natural language, s…
C 67 55 78 43 24 81 100
9481
brandon-butterwick
Provides Material Requirements Planning (MRP) tools for calculating delivery sc…
C 67 55 84 82 N/A 20 92 35
9482
esshka
OKX MCP Server Claim 1
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 67 55 78 100 16 81 38
9483
zayedansari2
Weather Server Claim
Provides access to weather alerts and forecasts for US locations using the Nati…
C 67 55 68 38 44 84 99
9484
neosapience
Enables seamless integration with Typecast API through the Model Context Protoc…
C 67 55 56 71 29 81 93
9485
bighadj22
A deployable MCP server template for Cloudflare Workers that provides Google OA…
C 67 55 60 65 22 81 100
9486
Hormold
MCP Command Proxy Claim 1
A proxy server that enables AI assistants to run and interact with command-line…
C 67 55 54 57 56 80 92
9487
AVIMBU
Slack MCP Server Claim 1
A connector enabling Claude Desktop or any MCP client to interact with Slack wo…
C 67 55 84 75 31 82 47
9488
itripleg
An AI-powered financial officer that makes autonomous trading decisions, provid…
C 67 55 96 31 29 76 93
9489
Sunwood-ai-labs
aira-mcp-server Claim 3
A Model Context Protocol server for creating commit messages from git staged fi…
C 67 54 57 60 N/A 60 90 70
9490
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9491
tonypan2
An MCP server that enables AI agents like Claude to play Minesweeper through na…
C 67 55 71 82 N/A 27 95 43
9492
xja1023789-collab
Enables AI models to scrape and extract structured data from any website global…
C 67 55 54 63 47 81 91
9493
hypermodel-labs
A starter template for building Model Context Protocol servers that can be inte…
C 67 54 66 52 N/A 26 95 85
9494
Kylejeong2
Twitter MCP Server Claim
Enables Twitter automation including posting tweets, replying to tweets, and se…
C 67 55 54 68 26 81 98
9495
markswendsen-code
MCP Carvana Claim 2
An MCP server that integrates with the Carvana marketplace to enable vehicle se…
C 67 55 75 45 30 83 93
9496
Processori7
SQL MCP Server Claim
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
C 67 55 78 53 19 81 94
9497
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9498
frontalinilucas
juba-mcp Claim 1
An MCP server for searching the Jurisprudencia de Buenos Aires (JUBA) database …
C 67 55 49 82 30 81 86
9499
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9500
cubedevinc
Cube MCP Server Claim 1
Enables users to interact with Cube's AI agent for real-time analytics and data…
C 67 55 72 83 33 82 50
Showing 9451–9500 of 33593 servers
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