MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
Aki894
mcp-ClinicalTrial Claim 1
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
C 69 55 63 63 37 83 92
8302
ziyadmir
Provides comprehensive NBA player statistics from basketball-reference.com, del…
C 69 55 72 48 37 82 100
8303
aj-bartocci
SpyNet Claim
Enables AI assistants to configure and manage session-based REST and WebSocket …
C 69 55 96 65 N/A 32 95 36
8304
TeodorTrotea
Enables AI assistants to manage development workflows by running build commands…
C 69 55 72 100 23 81 51
8305
recallnet
An MCP server that enables AI models like Claude to interact with the Trading S…
C 69 55 81 91 26 81 49
8306
shaunporwal
DICOM-MCP Claim 1
A Model Context Protocol server that allows working with DICOM medical images t…
C 69 54 63 58 N/A 23 92 99
8307
Aryeon0228
BlenderMCP Claim
Enables Claude Desktop to control Blender 5.0.1 on Windows for tasks such as cr…
C 69 54 72 56 N/A 27 84 99
8308
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8309
oculairmedia
Ghost MCP Server Claim 1
A Model Context Protocol server that enables management of Ghost blog content (…
C 69 55 63 68 33 77 99
8310
riza-io
mcp-go Claim
Build Model Context Protocol (MCP) servers in Go
C 69 54 62 35 N/A 69 95 91
8311
vicgarcia
Enables users to access and manage their Pinboard bookmarks directly through Cl…
C 69 55 80 51 30 81 95
8312
Coder-RL
A production-ready MCP server ecosystem providing Claude AI with 150+ specializ…
C 69 54 90 36 N/A 31 87 93
8313
tonyOgbonna
An MCP server that provides interval timing functionality using token-based tim…
C 69 54 57 62 N/A 41 95 88
8314
mohit-novo
A TypeScript implementation of a Model Context Protocol server providing read-o…
C 69 55 78 100 20 81 45
8315
xyzbuilds
Enables AI assistants to interact with VMware Workspace ONE UEM environments fo…
C 69 55 68 60 39 81 90
8316
badbboy
Facilitates structured, progressive thinking through defined cognitive stages (…
C 69 55 60 61 47 82 94
8317
vikasversetest-debug
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
C 69 55 60 72 32 80 92
8318
khizar-anjum
Enables comprehensive cybersecurity vulnerability assessment by searching GitHu…
C 69 55 84 52 21 82 94
8319
HGraphPunks
A production-ready Node.js server that enables decentralized communication betw…
C 69 55 72 70 23 76 94
8320
MetehanYasar11
A Model Context Protocol compliant server that provides RESTful API access to U…
C 69 55 78 56 28 81 91
8321
dockersamples
MCP server providing Docker Desktop release notes and security information.
C 69 54 48 52 N/A 61 95 97
8322
currentspace
A secure MCP server that enables querying PostgreSQL databases through an SSH t…
C 69 55 78 58 22 81 94
8323
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8324
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 55 72 100 38 81 38
8325
ghubnerr
Notion MCP Server Claim 2
A Model Context Protocol server that provides a standardized interface for AI m…
C 69 55 63 72 39 80 86
8326
meyannis
Enables Claude AI to directly interact with Gmail through natural language for …
C 69 54 60 43 N/A 48 95 98
8327
HarshitRatan
A demonstration MCP server built in TypeScript that shows how to implement stdi…
C 69 55 74 57 23 81 100
8328
Dablclub
Polygon MCP Server Claim
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
C 69 55 78 60 22 81 90
8329
robertheadley
An MCP server to allow you to debug webpages using LLMs
C 69 54 75 46 N/A 31 95 92
8330
shrey4500
freshrelease Claim
C 69 54 62 61 N/A 16 95 99
8331
takehig
Enables natural language search and management of product information through a…
C 69 55 88 58 16 80 87
8332
dpupek
FogBugz MCP Server Claim 1
Enables interaction with FogBugz issue tracking system through its XML API, all…
C 69 55 60 82 36 81 79
8333
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8334
hunter-arton
A Model Context Protocol server that provides web and image search capabilities…
C 69 55 79 58 26 81 91
8335
arhgap11b
Provides an interactive decision menu that surfaces contextual choices on every…
C 69 55 66 56 47 81 92
8336
QaziAbsaar
LMS MCP Server Claim 1
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
C 69 54 72 55 N/A 21 90 97
8337
zaboura
Vertica MCP Server Claim
Enables AI assistants to interact with Vertica Analytics Databases for querying…
C 69 55 88 36 48 81 87
8338
jmandel
A Model Context Protocol server that connects AI tools to Electronic Health Rec…
C 69 55 67 66 52 78 80
8339
linxule
Vox MCP Claim 3
Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemi…
C 69 54 96 41 N/A 75 62 69
8340
RFingAdam
Provides instant access to EMC emission limits, frequency allocations, restrict…
C 69 55 90 47 26 81 89
8341
BryR0
SQL MCP Server Claim 1
Enables AI models to interact with multiple database types (MySQL, MSSQL, Oracl…
C 69 55 80 46 42 71 100
8342
snarris
Provides Claude Desktop with access to Apple Calendar and Reminders on macOS fo…
C 69 54 76 43 N/A 22 95 100
8343 C 69 54 68 50 N/A 22 95 100
8344
socialneuron
mcp-server Claim
52 MCP tools for AI social media: create, distribute, analyze, and optimize con…
C 69 55 90 0 N/A 96 72 97
8345
dromologue
Graph-Tools Claim
Provides tools for AI-powered graph analysis, including relationship extraction…
C 69 55 90 51 24 77 90
8346
boorich
An intelligent middleware that determines when human intervention is necessary …
C 69 55 82 83 N/A 21 92 45
8347
Liam8
Free live and historical cryptocurrency prices Provide real-time cryptocurrenc…
C 69 54 48 70 N/A 25 95 99
8348
yuqie6
MCP Sheet Parser Claim 1
A Model Context Protocol server designed for AI assistants to directly process …
C 69 55 63 91 N/A 41 95 45
8349
rftsngl
Provide up-to-date news retrieval and source listing capabilities by integratin…
C 69 54 78 43 N/A 39 90 91
8350
Nicolas-One
Provides comprehensive Redis database operations supporting all major data type…
C 69 55 72 57 53 81 80
Showing 8301–8350 of 66475 servers
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