MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 8 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10351
jimfilippou
things-mcp Claim 1
A Model Context Protocol (MCP) server that provides seamless integration with t…
C 65 54 78 35 N/A 29 95 80
10352
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
10353
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10354
klutometis
opencode-mcp Claim 2
An MCP server that enables discovery and interaction with multiple OpenCode ins…
C 65 55 51 62 27 82 98
10355
emicklei
melrose-mcp Claim
Plays [Melrōse](https://melrōse.org) music expressions as MIDI
C 65 54 66 56 N/A 53 92 51
10356
Vortiago
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 65 55 57 43 49 82 95
10357
sakebomb
Early MCP Claim
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
C 65 55 68 38 30 82 100
10358
robertn702
A Model Context Protocol server that provides comprehensive weather data and fo…
C 65 55 65 40 47 81 90
10359
seansoreilly
ABS MCP Server Claim 3
An MCP server that provides AI assistants with access to Australian Bureau of S…
C 65 55 71 58 18 82 85
10360
zerubroberts
A Model Context Protocol server that allows users to query and analyze their Sa…
C 65 55 51 68 16 81 100
10361
grafana
Grafana UI MCP Server Claim
Provides AI assistants with comprehensive access to Grafana's React component l…
C 65 66 90 76 0 59 76 91
10362
ImRonAI
Automate cloud browsers to navigate websites, interact with elements, and extra…
C 65 66 90 72 0 53 81 93
10363
pgagarinov
Allows users to search and browse torrents on rutracker.org, retrieving detaile…
C 65 54 76 30 N/A 27 90 94
10364
Wolfe-Jam
Persistent project context for xAI Grok. IANA-registered .faf format.
C 65 64 84 63 0 82 95 75
10365
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10366
zhenweiwang1990
Android Tester MCP Claim 1
An MCP server for automating virtual or physical Android devices using the Gbox…
C 65 55 51 66 26 80 95
10367
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10368
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10369
burnshall-ui
SovietRepublic-MCP Claim 2
An MCP server that exposes live game data from Workers & Resources: Soviet Repu…
C 65 54 75 31 N/A 27 90 95
10370
jasonwilbur
cloud-cost-mcp Claim 1
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
C 65 66 96 55 0 67 83 90
10371
netflyapp
Enables management of FluentCRM marketing automation directly from Cursor, incl…
C 65 55 94 65 28 81 39
10372
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 55 75 40 66 82 62
10373
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 56 28 76 97
10374
GalvinGao
A Model Context Protocol server that enables users to manage translations for t…
C 65 55 63 48 43 80 91
10375
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10376
edkranz
Up Bank MCP Server Claim
An MCP wrapper for Up Bank's API that allows Claude and other MCP-enabled clien…
C 65 55 60 43 41 81 98
10377
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10378
Devansh-365
A Python-based MCP server that enables AI assistants to search for infographics…
C 65 55 72 46 27 81 93
10379
xiaochenwin
An MCP service that automatically generates and manages rule files for Trae AI …
C 65 54 66 30 N/A 45 95 88
10380
pgiles
Enables weather lookups, mathematical calculations, and context-aware operation…
C 65 55 60 57 18 81 99
10381
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 54 60 38 N/A 45 95 86
10382
CarlosIbCu
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
C 65 54 72 31 N/A 19 95 100
10383
creating-cat
Utilizes the Google Gemini API to generate context-specific categories and dive…
C 65 55 66 67 62 81 43
10384
z4656207
Enables interaction with Mowen Notes to create, edit, and manage rich text cont…
C 65 55 66 46 64 81 70
10385
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 55 57 62 27 80 95
10386
zeph-gh
A comprehensive Model Context Protocol server that processes Microsoft Word doc…
C 65 54 54 56 N/A 25 87 100
10387
PrateekKumar1709
PolicyGuard Claim
Provides policy-based access control, incident tracking, and compliance monitor…
C 65 55 84 33 29 82 88
10388
SarthakRay26
Open Meteo MCP Server Claim 2
A comprehensive MCP server providing tools for real-time, forecast, and histori…
C 65 55 78 75 29 82 43
10389
doubleA411
Extracts text nodes from Figma designs and organizes them into structured JSON …
C 65 55 66 100 26 80 38
10390
SocialAPIsHub
social-media-api Claim
Unified social media API for AI agents. Access Facebook, Instagram, TikTok, and…
C 65 64 90 67 0 51 83 100
10391
worbsmse1029-cpu
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 54 66 65 N/A 27 95 58
10392
atikant-sql
Enables Claude to access and analyze your Strava activities through OAuth authe…
C 65 54 66 38 N/A 25 95 94
10393
Sasuke-inu
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
C 65 55 72 35 40 81 93
10394
yusuferenkt
A JSON-based database MCP server with JWT authentication that enables user mana…
C 65 55 72 75 N/A 23 95 45
10395
aktsmm
Saiten MCP Server Claim
Automates the evaluation of GitHub hackathon submissions by providing tools to …
C 65 54 52 56 N/A 35 89 91
10396
shbaek2474
A starter template designed to jumpstart the development of Model Context Proto…
C 65 54 66 63 N/A 27 95 63
10397
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 55 60 32 63 81 95
10398
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 55 60 61 26 81 90
10399
Zerosks471
PyWeatherMCP Claim
Provides weather information for US locations using the National Weather Servic…
C 65 55 72 26 47 81 100
10400
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
Showing 10351–10400 of 66495 servers
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