MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31767
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
5401
Phoenixrr2113
An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanc…
B 73 55 90 57 34 81 94
5402
h-lu
CNKI MCP Server Claim 1
Enables AI agents to search and retrieve academic papers from China National Kn…
B 73 55 54 100 N/A 26 95 81
5403
falahgs
A Model Context Protocol (MCP) server implementation for the Google Gemini lang…
B 73 55 78 68 39 81 92
5404
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 55 90 58 30 82 91
5405
Machine-To-Machine
This project implements a Model Context Protocol (MCP) server providing Formula…
B 73 55 84 91 62 81 38
5406
henqc
Miro MCP Server Claim
Enables MCP-compatible LLMs to interact with Miro whiteboards to manage boards,…
B 73 55 84 67 21 81 100
5407
JamesANZ
medical-mcp Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 54 55 63 N/A 59 90 100
5408
rkm097git
Enables direct creation and management of educational content on the EuConquist…
B 73 55 90 63 28 81 87
5409
SolonaBot
Fetch MCP Server Claim 1
Enables fetching and converting web content into various formats including HTML…
B 73 55 86 58 27 82 100
5410
Ap3x
BinaryAnalysis-MCP Claim 1
Enables analysis of binary files (PE, ELF, Mach-O, COFF) by providing tools to …
B 73 44 51 N/A N/A 51 95 95
5411
Taki-Ta
Time MCP Server Claim 1
Enables LLMs to retrieve current time information for specific IANA timezones o…
B 73 55 90 57 24 83 100
5412
Financier-Nuri
Provides cross-session memory for AI agents by maintaining a rolling 24-hour ev…
B 73 54 90 56 N/A 27 90 91
5413
manasamadgul
Enables natural language task management including logging, updating, and summa…
B 73 54 90 50 N/A 21 92 96
5414
SunWooBang
Jira MCP Server Claim 1
Connects Jira with Claude, enabling users to search issues, view issue details,…
B 73 55 80 65 43 78 94
5415
Traego
scaled-mcp Claim
ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI.
B 73 54 90 30 N/A 69 95 81
5416
FitoDomik
GitLab MCP Server Claim
Connects AI assistants to GitLab to interact with merge requests, reviews, disc…
B 73 55 86 68 21 81 93
5417
tomsiwik
A Python-based system that provides AI-powered code reviews through simulated e…
B 73 55 86 91 N/A 26 95 47
5418
LangGPT
Context MCP Server Claim 1
A Model Context Protocol server that provides web content fetching capabilities…
B 73 55 73 100 N/A 41 95 40
5419
resilientbeast
Enables AI agents to access and analyze professional esports data for League of…
B 73 55 78 91 N/A 29 95 53
5420
shck-dev
notion-mcp Claim
A Notion MCP server that enables searching, exporting, and importing pages as m…
B 73 54 90 40 47 81 99
5421
ANSH-RIYAL
MCP-RAG Claim
An agentic AI system that orchestrates multiple specialized AI tools to perform…
B 73 55 90 61 16 80 100
5422
TickHaiJun
MCP MySQL Server Claim
A tool service that enables AI agents to interact with MySQL databases through …
B 73 55 84 57 42 81 94
5423
houtini-ai
gemini Claim
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
B 73 54 94 41 N/A 54 83 88
5424
xiaobenyang-com
Bilibili-Api Claim 1
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
B 73 64 78 66 83 45 95 63
5425
champierre
A server that accepts image URLs and analyzes their content using GPT-4-turbo, …
B 73 54 78 58 44 87 93
5426
very99
Provides accurate UTC time by aggregating and verifying data from multiple reli…
B 73 55 78 61 40 81 100
5427
letsbuildagent
A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allo…
B 73 54 90 40 N/A 37 95 92
5428
markswendsen-code
MCP server for Chipotle — let AI agents find locations, browse menus, build cus…
B 73 54 75 62 N/A 32 89 100
5429
engboustani
Rasmio MCP Server Claim
Provides access to the Rasmio API for searching and retrieving detailed informa…
B 73 55 70 68 42 81 100
5430
kongyo2
A Model Context Protocol (MCP) server that provides access to Japanese weather …
B 73 55 72 100 40 81 57
5431
mako10k
Web Proxy MCP Server Claim 1
Intelligent HTTP/HTTPS proxy server with MCP integration for automated traffic …
B 73 54 78 68 N/A 23 90 93
5432
DanWahlin
Marvel MCP Claim
MCP Server for the Marvel Developer API, enabling interaction with characters a…
B 73 54 72 58 75 92 67
5433
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5434
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
5435
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
5436
canova
Provides access to Mozilla's Searchfox code search service, enabling AI assista…
B 73 55 78 100 49 81 42
5437
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5438
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5439
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
5440
icoretech
airbroke Claim
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error C…
B 73 54 60 37 N/A 88 92 100
5441
amarisaster
Provides full Discord API access via the Model Context Protocol, allowing users…
B 73 55 76 70 29 80 100
5442
n24q02m
wet-mcp Claim 1
Web search (embedded SearXNG), content extraction, and library docs indexing wi…
B 73 54 73 58 84 77 79
5443
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5444
z9905080
MCP Server for Slack Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 63 66 56 80 98
5445
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
5446
mideind
Provides access to the Database of Icelandic Morphology (BÍN) to look up word i…
B 73 55 66 82 42 81 89
5447
nalmarshedy
Enables management of dental clinic appointments through full CRUD operations, …
B 73 54 86 48 N/A 30 95 95
5448
dayongd1
Enables video generation from text prompts or images using Google's Veo 3 API. …
B 73 55 72 72 43 81 93
5449
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
5450
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
Showing 5401–5450 of 66427 servers
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