MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40751
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
40752
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
40753
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
40754
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
40755
axel-belfort
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
81
40756
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
40757
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
40758
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
40759
node2flow-th
MCP server for managing Google Sheets via 23 tools, enabling read/write, format…
40760
Solaceking
Enables AI assistants to perform semantic search, manage vectors, and interact …
81
40761
kairogenai
Kairogen MCP Claim
MCP server for Kairogen that enables generating images and videos with various …
40762
chainraydev-no4p
ChainRay Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
81
40763
mcoulmeau
gpt_agent Claim
N/A N/A 95
40764
manoharanRajesh
python-version Claim 1
An MCP server that provides [describe what your server does]
N/A N/A 83
40765
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
40766
noufelouan
test Claim
N/A N/A 95
40767
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
40768
the-sid-dani
Integrates Lever ATS with Claude Desktop to manage hiring pipelines through nat…
N/A N/A
40769
SurfEther
trustsource Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
N/A N/A
40770
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
N/A N/A 72
40771
hazoservices
gotimer-mcp Claim
81
40772
fabiosuizu
Analyze spoken language to provide immediate feedback on pronunciation accuracy…
81
40773
feelautom
tia-connect Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
N/A N/A 95
40774
junyuan-qi
Enables AI models to send messages to Lark users and manage calendar events (li…
N/A N/A
40775
SDEscobedo
HoxCore Claim
Enables LLMs to manage organizational metadata (projects, missions, activities,…
N/A N/A
40776
rajavel6698
rajavel-6698 Claim
N/A N/A 95
40777
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
81
40778
appendixhealth
Appendix Claim
Physician-reviewed medical opinions and prescriptions for AI agents.
40779
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
N/A N/A 83
40780
spajjuri.pro
vsfclub8 Claim
N/A N/A 95
40781
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
40782
osmarsant
Integrates with FitSlot API to manage support tickets, provide chatbot assistan…
81
40783
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
81
40784
Remote MCP server bridging Motion to Claude
N/A N/A 81
40785
pensados
SentinelX Claim
Operate your own Linux servers from your LLM. Requires the SentinelX agent inst…
40786
shr3ddersec
sh3ll Claim
N/A N/A 95
40787
softvoyagers
QRMint MCP Claim
Generate styled QR codes with colors, logos, frames, and batch support
N/A N/A 95
40788
emergentphysicslab
CryptoGuard Claim
Protect cryptocurrency investments by validating trades and scanning for potent…
81
40789
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
40790
joe-watkins
Provides accessibility acceptance criteria for 51 web and 42 native components …
81
40791
axel-belfort
Cron expression parser API for AI agents. Parse, validate, and explain cron exp…
N/A N/A 95
40792
lattmamb
agent-0 Claim
N/A N/A 95
40793
Gordian-Labs
Enables AI agents to discover and pay for x402-enabled services using natural l…
40794
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
81
40795
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
40796
xxczaki
MCP server for accessing VS Code/Cursor Local History
N/A N/A 95
40797
r-yoshikawa
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
81
40798
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
40799
mandalazenwave
fillin Claim
81
40800
AmanBhattShorthillsAI
An MCP server that uses Vanna AI and Azure OpenAI to translate natural language…
N/A N/A
Showing 40751–40800 of 43430 servers
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