MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6851
t3rm1nu55
A visual UI builder that enables Claude to create and update web interfaces in …
B 71 54 90 38 N/A 28 95 92
6852
muness
Enables interaction with Xero accounting software to create and manage invoices…
B 71 55 94 38 47 81 88
6853
ErebusEnigma
context-memory Claim
Persistent, searchable context storage across Claude Code sessions using SQLite…
B 71 54 76 27 N/A 73 92 90
6854
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
6855
Maharshi2708
Stocks MCP Server Claim
Provides real-time access to financial market data including stock quotes, comp…
B 71 55 78 65 24 80 98
6856
conorluddy
iOS development ClaudeCode plugin for mindful token and context usage. Contains…
B 71 54 60 33 N/A 79 95 96
6857
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
6858
dave-wind
mysql-mcp-server Claim
A server that provides LLMs with read-only access to MySQL databases, allowing …
B 71 54 86 58 N/A 45 87 67
6859
CupOfOwls
Kroger MCP Server Claim
A FastMCP server that provides AI assistants like Claude with seamless access t…
B 71 55 88 41 50 81 92
6860
intelligent-ears
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
B 71 55 90 83 N/A 25 90 46
6861
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
6862
PyneSys
An MCP server to inject auto-approve MCP functionality into Claude Desktop
B 71 54 72 36 N/A 57 89 100
6863
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
6864
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 55 84 58 24 81 94
6865
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
6866
royerlab
napari-mcp Claim
🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, an…
B 71 54 70 35 N/A 76 84 97
6867
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6868
lbeatu
Slack MCP Server Claim
Enables interaction with Slack workspaces through comprehensive integration cap…
B 71 55 72 68 29 81 93
6869
williamvd4
A Model Context Protocol server that enables retrieval of transcripts from YouT…
B 71 55 75 100 40 82 41
6870
ai-wes
Symphony of One MCP Claim 1
A multi-agent orchestration system that enables multiple Claude instances to co…
B 71 55 78 100 N/A 22 95 37
6871
jerkovicl
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 71 55 72 58 40 81 100
6872
yunkee-lee
MCP Naver Maps Claim
A server that connects to Naver Maps and Search APIs, enabling geocoding and lo…
B 71 55 64 71 40 81 92
6873
Cicatriiz
Enables AI assistants to access the Consumer Rights Wiki, providing tools to se…
B 71 55 86 91 N/A 24 95 40
6874
realugbun
AgentExecMPC Claim
A FastMCP server that enables AI agents to safely execute shell commands, run c…
B 71 55 78 67 27 81 91
6875
deepakkumardewani
Generates harmonious color schemes for design projects using The Color API, off…
B 71 55 72 62 27 83 100
6876
SimonUTD
Enables generation of professional diagrams and interactive prototypes from nat…
B 71 55 84 53 51 81 82
6877
maxtheman
mcpManager Claim
A desktop app and local MCP gateway that centralizes management of Claude/Codex…
B 71 54 86 40 N/A 29 95 96
6878
businessarchi
N8N MCP Server Claim 1
Enables management of multiple N8N workflow automation instances through MCP. S…
B 71 55 78 62 27 80 99
6879
askme765cs
open-docs-mcp Claim
An open-source MCP implementation providing document management functionality. …
B 71 55 94 83 43 81 37
6880
vishalsachdev
Integrates with the Eventbrite API to provide AI-assisted event management capa…
B 71 55 72 67 51 80 83
6881
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
6882
gourraguis
A server that allows AI agents and clients to programmatically capture screensh…
B 71 55 78 82 N/A 57 95 35
6883
acyment
Enables running Swift package tests through the swift test command in specified…
B 71 54 66 60 N/A 39 95 91
6884
VIGNESH-2232005
Example MCP Server Claim
A Node.js/TypeScript MCP server template with sample tools (ping and system_inf…
B 71 54 78 46 N/A 24 95 100
6885
liuchongchong1995
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
B 71 55 72 75 41 81 75
6886
aahl
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
B 71 55 51 100 N/A 74 95 33
6887
erithwik
mcp-hn Claim 1
An MCP server to search Hacker News, get top stories, and more.
B 71 55 77 50 48 82 92
6888
liu10250510
File Search Server Claim
Enables intelligent file searching in local directories using natural language …
B 71 54 78 56 N/A 24 95 89
6889
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
6890
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
6891
aixi134
mcp-meituan-ip Claim
A simple note storage system that allows creating, storing, and summarizing not…
B 71 54 78 55 N/A 48 92 78
6892
Yarflam
Weather MCP Server Claim 1
A free Model Context Protocol server that retrieves global weather data and for…
B 71 55 80 68 22 81 88
6893
argotdev
NHL MCP Server Claim
Provides access to live NHL game data, player and team statistics, standings, s…
B 71 55 84 100 24 81 45
6894
narumiruna
Provides comprehensive access to Taiwan's Legislative Yuan data including bills…
B 71 55 66 58 57 84 89
6895
gharshit
Enables AI assistants to safely interact with PostgreSQL databases through read…
B 71 55 72 52 47 81 100
6896
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 55 72 75 18 80 98
6897
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 54 72 50 N/A 38 90 100
6898
54yyyu
code-mcp Claim
Code-MCP: Connect Claude AI to your development environment through the Model C…
B 71 54 88 31 N/A 42 95 91
6899
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 54 78 55 N/A 21 95 91
6900
Kiln-AI
Kilntainers Claim
MCP server to give every agent an ephemeral Linux sandboxes for executing shell…
B 71 55 78 43 59 83 91
Showing 6851–6900 of 33379 servers
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