MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40251
root
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
81
40252
leegunwon9133
ttutori Claim
N/A N/A 95
40253
SecurityRonin
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
40254
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
40255
skyhook-io
radar Claim
The missing open source Kubernetes UI. Topology, event timeline, and service tr…
N/A N/A
40256
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
40257
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
81
40258
MayankTalwar0
An MCP server for analyzing startup financial health and generating metrics rep…
N/A N/A
40259
capyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
N/A N/A 75
40260
fahadBSTech
Provide seamless integration with Clockify's time tracking API through a compre…
N/A N/A 95
40261
data-mindset
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
81
40262
wonderwhy-er
Execute terminal commands and manage files with diff editing capabilities. Codi…
N/A N/A 95
40263
yutayamamoto
Formath MCP Claim
Enables extraction of mathematical content from TeX papers and conversion to Le…
N/A N/A 95
40264
vennio
Programmable time infrastructure — scheduling and availability tools for AI age…
81
40265
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
81
40266
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
40267
jjeansilva
hashsign Claim
N/A N/A 95
40268
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
40269 N/A N/A 95
40270
xiaobenyang-com
review-code Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
N/A N/A 95
40271
steven
bouldinsai Claim
N/A N/A 95
40272
Stevegriswoldatl
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
40273 N/A N/A 95
40274
dtjohnson83
dot Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
N/A N/A 95
40275
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
40276
estebanhiguitad
Enables interaction with Trello boards, lists, and cards using the Model Contex…
40277
MCP-Mirror
Enables complete Slack integration through natural language in Cursor IDE, supp…
81
40278
axel-belfort
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
81
40279
autario
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
81
40280
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
40281
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
81
40282
r266-tech
wechat-cli Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
N/A N/A
40283
ergopitrez
Enables AI-driven brand visibility monitoring and SEO project management via th…
81
40284
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
40285
atharv.sp
jaamun Claim
N/A N/A 95
40286
geraservicesuk
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
N/A N/A 95
40287
davidkooi
Agentic News Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
N/A N/A 95
40288
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
40289 N/A N/A 95
40290
GreenSheep01201
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
81
40291
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
40292 N/A N/A 95
40293
xue20010808
threatnews2 Claim
N/A N/A 95
40294
talal
mailx-tools Claim
81
40295
spajjuri.pro
vsfclubnew5 Claim
N/A N/A 95
40296
cortezcristian
An implementation that enables AI assistants to interact with Kubecost cost man…
81
40297
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
40298
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
40299
invarium-ai
invarium Claim
81
40300
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
Showing 40251–40300 of 40420 servers