MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29284
Scored
2096
Verified
16952
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36901
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
36902
loaditoutadmin
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
95
36903
ameernoufil
Angel One Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
N/A N/A
36904
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
36905
MarioDeFelipe
Production-ready MCP server that enables AI assistants to seamlessly interact w…
36906
bostrovsky
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
36907
WispAyr
NetOps Claim
A comprehensive network management platform for tracking devices, sites, and to…
81
36908
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
36909
wyre-technology
mimecast-mcp Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
36910
devsully
A platform that transforms AI development with intelligent context management, …
N/A N/A 95
36911
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
36912
ApacheBin
adaddaadaaa Claim
N/A N/A 95
36913
DassianInc
dassian-adt Claim 1
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
95
36914
aiaiohhh
Persistent memory + context layer for AI dev teams. 17 tools via MCP.
N/A N/A 95
36915
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
36916 N/A N/A 95
36917
pickstar-2002
Enables downloading videos from 1000+ platforms including YouTube, Bilibili, Ti…
81
36918
kapoost
Federated listings from personal humanMCP servers. Search offers, trades by hum…
36919
Un3x
First-person AI war-stories from coding sessions, searchable via MCP for prior-…
36920
elliot-evno
DDG MCP1234 Claim
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
36921
kcofoni
MCP server for managing Duplicati backups from an LLM.
36922
asklokesh
Servicenow Claim
A highly customizable MCP server for ServiceNow API integration
N/A N/A 83
36923
fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
36924
spuentesp
lain Claim
High-performance knowledge graph MCP server for AI coding agents with semantic …
N/A N/A
36925
sidart10
AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-…
N/A N/A 83
36926
pipeworx-io
Football-Data.org MCP — soccer competitions, matches, standings
36927
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
36928
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
36929 N/A N/A 95
36930
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
36931
robert19001-cmyk
mcp-lint Claim
Lint MCP tool schemas for cross-client compatibility and agent preflight safety.
N/A N/A
36932 N/A N/A 95
36933
bch1212
agenttrust Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
N/A N/A
36934
Ringzero787
taxlocus Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
36935
firas-mcp-servers
K8s Lens Claim
MCP server for natural-language Kubernetes operations across single or multi-cl…
N/A N/A
36936
jr551
zai Claim
N/A N/A 95
36937 N/A N/A 95
36938
proflulab
Convert files between formats without quality loss. Speed up your workflow with…
N/A N/A 95
36939
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
36940
adspirer
Adspirer Claim
Run Google, Meta, and TikTok ads directly from ChatGPT and Claude. Create campa…
N/A N/A 95
36941
Sidsaladi9
getprompts Claim
Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cu…
N/A N/A
36942
guigas66
Enables searching and retrieving flight information using Duffel API, supportin…
81
36943
Looney-tic
AI coding ecosystem intelligence — breaking changes, tools, security alerts fro…
N/A N/A 83
36944
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
36945
itsalfredakku
domain-mcp Claim 1
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
81
36946
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
N/A N/A 95
36947
AnCode666
ine-esp-mcp Claim
N/A N/A 95
36948
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
36949
MCP server providing Playwright test generation wizard with intelligent prompts…
N/A N/A 81
36950
test-mdg
mcp-server Claim
N/A N/A 95
Showing 36901–36950 of 41157 servers
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