MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5301
SirTenzin
An unofficial MCP server that provides an interface to access the Autumn pricin…
B 73 55 68 70 38 81 100
5302
microcmsio
microCMS MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to inter…
B 73 55 57 68 72 81 93
5303
yourtechtribe
MCP-Odoo Claim
A bridge that allows AI agents to access and manipulate Odoo ERP data through a…
B 73 55 82 56 44 81 96
5304
GeLi2001
Statsig MCP Server Claim
Enables AI assistants to interact with Statsig's feature management and experim…
B 73 55 84 58 43 81 92
5305
yeahdongcn
A Model Context Protocol server that allows managing VMware Fusion virtual mach…
B 73 55 57 82 N/A 42 95 82
5306
KBThree13
mcp_espn_ff Claim
ESPN Fantasy API with LLMs!
B 73 54 58 66 N/A 49 92 100
5307
abhi276k
Datadog MCP Server Claim
Enables integration with Datadog APIs to monitor and retrieve information about…
B 73 55 72 72 42 81 89
5308
christian-posta
MCP Auth Server Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 55 96 48 29 81 100
5309
dexoryn
Enables AI assistants to interact with the Pump.fun platform on Solana for crea…
B 73 54 72 60 N/A 28 95 100
5310
niuzaishu
QueryNest Claim 2
A MongoDB multi-instance query service built on MCP that provides intelligent d…
B 73 55 90 100 41 81 32
5311
olibuijr
Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categorie…
B 73 55 90 100 25 81 45
5312
SamRind
Enables AI assistants to manage Google Calendar by listing, creating, updating,…
B 73 54 78 63 N/A 25 90 99
5313
amir-bengherbi
Shopify MCP Server Claim 1
Enables interaction with Shopify store data using the GraphQL API, supporting p…
B 73 55 68 70 41 82 99
5314
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 55 90 100 N/A 21 95 37
5315
Y5ive9ine
DICOM MCP Server Claim
Enables AI assistants to query, read, download, and move medical imaging data o…
B 73 55 88 45 45 81 99
5316
Marholoubek
Health MCP Server Claim 1
Aggregates and analyzes fitness data from multiple sources like Whoop and Strav…
B 73 55 86 63 21 82 97
5317
elecmonkey
Enables AI agents to read and retrieve the latest posts from Jibun and Ech0 ins…
B 73 55 72 60 52 82 96
5318
vantage-sh
vantage-mcp-server
B 73 54 60 76 N/A 71 95 64
5319
lucianoayres
Provides a simple addition tool and an API key retrieval tool, serving as a boi…
B 73 54 66 58 N/A 42 95 100
5320
felores
This server provides tools for uploading images and videos directly to Cloudina…
B 73 55 90 56 44 76 91
5321
philgetzen
Bear MCP Server Claim 2
An MCP server that integrates Bear Note Taking App with Claude Desktop, allowin…
B 73 55 69 75 N/A 72 95 53
5322
crazyrabbitLTC
MCP Snapshot Server Claim 3
A Model Context Protocol server that enables interaction with Snapshot.org, pro…
B 73 55 77 63 40 82 97
5323
beixiyo
An MCP server that exposes Language Server Protocol features to external client…
B 73 54 45 71 N/A 58 95 99
5324
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5325
macacoai
Enables comprehensive browser automation and web interaction through Playwright…
B 73 54 72 65 N/A 34 95 90
5326
Aler1x
Enables interaction with Monobank personal accounts through MCP tools to fetch …
B 73 55 86 70 19 81 93
5327
jesamkim
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
B 73 55 80 100 N/A 26 95 44
5328
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5329
hharte
Enables AI agents to control Digital Loggers (DLI) Web Power Switches for hardw…
B 73 55 90 82 N/A 57 91 33
5330
saikiyusuke
claudecodenavi-mcp Claim 1
Claude Code knowledge platform & marketplace MCP server. Search and share snipp…
B 73 55 86 68 27 80 91
5331
depwire
depwire Claim
Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, Ja…
B 73 54 90 26 N/A 55 90 100
5332
skydeckai
AiDD MCP Server Claim
AiDD MCP Server provides a secure interface for AI agents to perform file syste…
B 73 55 84 53 47 81 94
5333
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5334
DiaaAj
a-mem-mcp Claim 2
Self-evolving memory system for AI agents
B 73 54 72 72 N/A 53 76 90
5335
RoelofvHeeren
Google Sheets MCP Claim 1
Enables AI agents to interact directly with Google Sheets to create, read, and …
B 73 55 78 57 46 80 100
5336
egoughnour
Curate-Ipsum Claim 3
Code synthesis through belief revision, mutation testing, and verification
B 73 55 72 82 N/A 73 95 37
5337
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5338
OrderlyNetwork
orderly-mcp Claim
MCP Server for Orderly Network - Documentation and SDK patterns
B 73 54 84 37 N/A 53 90 99
5339
olafgeibig
knowledge-mcp Claim 1
An MCP server that enables AI agents to query specialized, domain-specific know…
B 73 55 63 58 74 81 93
5340
ThreeFish-AI
Scrapy MCP Server Claim
A powerful web scraping MCP server built on Scrapy and FastMCP that supports mu…
B 73 55 74 58 79 81 75
5341
winninghealth
Provides access to 56 professional medical calculators covering multiple specia…
B 73 54 74 58 N/A 43 94 92
5342
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 55 96 74 47 81 53
5343
Cyronius
claude-database-tools Claim 1
A SQL Server CLI and MCP server for Claude Code that supports standard SQL Serv…
B 73 55 92 56 45 74 92
5344
DEM-YU
Omni-MCP Claim
A universal resource server that enables AI models to mount local folders, scra…
B 73 54 70 62 N/A 35 90 99
5345
NightTrek
A bridge that enables seamless integration of Ollama's local LLM capabilities i…
B 73 55 78 100 N/A 25 95 45
5346
vishutorvi
A comprehensive tutorial project that teaches Model Context Protocol (MCP) deve…
B 73 54 78 61 N/A 21 92 99
5347
samy-clivolt
Reddit MCP Server Claim
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
B 73 55 84 58 47 81 90
5348
qonto
Qonto MCP Server Claim
Enables AI assistants to access Qonto financial data including organization inf…
B 73 44 54 40 95 99
5349
htakeda777
Enables text-to-image generation using the fal.ai GPT image-1 API. It provides …
B 73 55 80 70 21 81 100
5350
j4sun
Garmin MCP Server Claim
Integrates with Garmin Connect to retrieve activity data, health metrics, and p…
B 73 55 84 68 21 81 97
Showing 5301–5350 of 66415 servers
« Prev 1 105 106 107 108 109 1329 Next »