MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5601
fstubner
npm-run-mcp-server Claim 1
An MCP server that exposes package.json scripts as tools for agents.
B 73 54 69 57 N/A 70 95 75
5602
swiftlens
swiftlens Claim 1
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic…
B 73 54 84 36 N/A 53 92 98
5603
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5604
canova
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
B 73 55 78 100 49 81 42
5605
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5606
kalendis-dev
Kalendis MCP Claim 1
Enables interaction with the Kalendis scheduling API to manage users, availabil…
B 73 55 94 75 46 81 55
5607
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5608
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5609
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5610
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5611
cyberpapiii
imessage-max Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 54 72 42 N/A 73 95 89
5612
DanWahlin
Marvel MCP Claim
MCP Server for the Marvel Developer API, enabling interaction with characters a…
B 73 54 72 58 75 92 67
5613
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5614
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5615
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5616
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5617
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 55 94 43 46 78 99
5618
bitflight-devops
mcp-json-yaml-toml Claim
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
B 73 54 72 32 N/A 74 94 98
5619
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5620
citronlegacy
ZeroChan MCP Claim 1
MCP server for the Zerochan anime image board API. Browse the global feed, sear…
B 73 55 73 70 45 81 90
5621
dpaluy
MCP Claude Desktop Claim
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
B 73 54 78 65 N/A 29 90 92
5622
praveenc
mcp-docs-server Claim 1
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
B 73 54 73 62 N/A 29 95 96
5623
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5624
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5625
glaucia86
Enables users to query the Star Wars universe through the SWAPI (Star Wars API)…
B 73 55 72 100 N/A 46 95 39
5626
stvlynn
Enables AI-powered text-to-image generation using Volcengine's API with support…
B 73 55 78 75 21 81 96
5627
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5628
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5629
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5630
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5631
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5632
mistakeknot
interdeep Claim 2
An MCP server for deep research that extracts clean text from web pages using h…
B 73 54 79 51 N/A 46 92 89
5633
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 55 84 58 45 81 88
5634
sancovp
MCPify Claim
Provides instant access to MCP development documentation, best practices, produ…
B 73 55 84 87 N/A 24 95 58
5635
reedm121
pty-mcp Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 54 66 63 N/A 50 90 95
5636
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5637
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5638
voxel51
Control FiftyOne datasets through AI assistants using the Model Context Protoco…
B 73 54 84 53 N/A 28 92 98
5639
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 55 96 74 47 81 53
5640
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
5641
gyanaranjans
Browser MCP Claim
Enables AI applications to automate your existing browser using your logged-in …
B 73 54 68 58 N/A 37 95 99
5642
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
5643
Nocodeboy
YouTube MCP Server Claim 1
An MCP server that allows Claude and other AI assistants to interact with the Y…
B 73 55 75 68 43 78 92
5644
lattmamb
mcp-use Claim
B 73 55 90 40 N/A 57 80 93
5645
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5646
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 54 63 66 N/A 45 90 100
5647
anshumax
World Bank MCP Server Claim 1
Enables AI assistants to interact with the World Bank open data API, allowing f…
B 73 55 90 53 27 83 98
5648
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 55 84 57 N/A 42 95 79
5649
YushengAuggie
Enables AI assistants to interact with Phabricator for task management and code…
B 73 55 88 43 46 81 99
5650
FelixAllistar
Coolify MCP Server Claim
Provides programmatic and CLI tools for managing Coolify deployments, allowing …
B 73 55 92 70 46 81 65
Showing 5601–5650 of 66427 servers
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