MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24801
xiaobenyang-com
calculator Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
D 46 33 24 N/A N/A 18 95
24802
xiaobenyang-com
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
D 46 33 24 N/A N/A 18 95
24803
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 44 56 11 23 84
24804
Diary-kim
mesproject Claim 1
D 46 33 18 N/A N/A 27 95
24805
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
24806
amplifyco
Bot Browser Claim
Token-efficient web browser for LLM agents
D 46 55 56 37 0 57 82
24807
QuantGeekDev
Calculator MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to c…
D 46 43 45 17 N/A 19 95
24808
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 44 48 12 41 81
24809
thpeng
timetable for llms
D 46 43 38 15 N/A 39 92
24810
Tsuchijo
Sandbox MCP Server Claim 1
Provides isolated Docker environments for code execution, enabling users to cre…
D 46 44 48 26 21 81
24811
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24812
lhemerly
Foundry MCP Project Claim 1
A Model Context Protocol server that enables interaction with Foundry tools thr…
D 46 43 45 15 N/A 38 84
24813
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
24814 D 46 33 24 N/A N/A 16 95
24815
dazanza
mailchimp-mcp Claim 1
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
D 46 44 61 0 35 81
24816
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24817
lilylilysunshine
A minimal MCP server framework that enables zero-config tool discovery and stre…
D 46 44 48 22 29 82
24818
eddykuhan
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
D 46 44 48 28 22 81
24819
tyron-pretorius
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
D 46 44 45 33 25 76
24820
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
24821
ag2-mcp-servers
Biolink MCP Server Claim 1
An MCP server that provides access to Monarch Initiative's biomedical data thro…
D 46 44 45 30 21 81
24822
asklokesh
Quickbooks Claim 1
MCP server for QuickBooks API integration
D 46 43 49 10 N/A 32 87
24823
elliotjames-paschal
Live prediction market data from Polymarket and Kalshi with VWAP pricing and re…
D 46 43 40 38 N/A 18 81
24824
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 44 42 25 25 84
24825
nikhilkumaragarwal-shyftlabs
A secure server that enables code execution in isolated Docker environments, su…
D 45 43 42 23 N/A 12 95
24826
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 44 48 25 21 81
24827
Talhelf
Provides real-time statistics and market insights for the adult entertainment i…
D 45 44 48 22 24 81
24828
nathanro
mi-20i-mcp Claim 1
D 45 33 24 N/A N/A 13 95
24829
einreke
This Model Context Protocol server provides access to the Sleeper Fantasy Footb…
D 45 44 48 28 16 81
24830
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 44 35 43 21 78
24831
mjbeatty89
mcp Claim
D 45 33 22 N/A N/A 15 95
24832
lkannan
A hands-on demonstration project that teaches the Model Context Protocol (MCP) …
D 45 43 42 22 N/A 16 95
24833
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
D 45 44 48 22 25 81
24834
q275212
Enables AI assistants to control a browser through a set of tools, allowing the…
D 45 43 42 17 N/A 21 95
24835
adityahannn-hub
Enables AI assistants to control a web browser via Playwright on Cloudflare Wor…
D 45 44 42 25 27 81
24836
Brano80
Veridion Nexus MCP server - GDPR Art. 44-49 runtime compliance for AI agents
D 45 33 24 N/A N/A 31 83
24837
tanghui886
MCP Weather Claim
Enables querying 7-day weather forecasts for Chinese cities and regions by scra…
D 45 44 42 17 37 81
24838
rithik-perera
Enables natural language analysis of Azure usage data from CSV files, providing…
D 45 44 48 23 21 80
24839
brandontomlin2
Enables searching and accessing ArXiv research papers with advanced query capab…
D 45 44 42 31 19 81
24840
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 44 48 17 30 81
24841
ThinAirTelematics
A Model Control Protocol server that enables AI assistants to control a browser…
D 45 43 42 15 N/A 21 95
24842
RajuSudhar
Enables AI assistants to interact with Bitbucket Cloud and self-hosted instance…
D 45 44 48 7 44 81
24843
tulong66
Enables LLMs to perform sophisticated web searches through proxy servers using …
D 45 44 48 27 13 82
24844
KhaiHuynhVN
AI Interaction Tool Claim 1
An MCP server that provides an interactive PyQt5 UI for enhanced model communic…
D 45 43 27 30 N/A 33 90
24845
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 43 33 33 N/A 16 95
24846 D 45 33 24 N/A N/A 13 95
24847
TonyCui35
cometapi Claim
All AI Models in One API 500+ AI Models: https://www.cometapi.com/
D 45 44 38 43 12 81
24848
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 43 46 12 N/A 22 95
24849
Gomezzz299
A server that routes user questions to specialized agents (date, location, weat…
D 45 44 42 32 19 81
24850
hbd
anki-mcp Claim 1
An MCP server that enables Claude Code to create, manage, and search Anki flash…
D 45 43 33 28 N/A 24 92
Showing 24801–24850 of 47403 servers
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