MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55901
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
55902
CSOAI-ORG
planthire-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55903
iceener
Streamable HTTP MCP server for YouTube that enables video search, channel explo…
55904
HasanJahidul
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
N/A N/A
55905
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
55906
Venkatchavan
OpenAEC MCP Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
55907
kk520879
Enables to search, analyze, and export Douyin (TikTok China) video and user dat…
N/A N/A
55908
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
55909
JeremyVyska
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
N/A N/A
55910
ihrpr
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
N/A N/A
55911
devkindhq
machship-mcp Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
55912
VitalyOstanin
MCP server for comprehensive YouTrack integration, enabling issue management, w…
N/A N/A
55913
mcp-ezpath Claim 1
Base DEX meta-router. Races 0x, ParaSwap, Aerodrome & Uniswap V3. Best quote. X…
N/A N/A 81
55914
ed-smartass
mcp-peek Claim
Optimizes REST API calls for AI agents by returning compact schemas instead of …
55915 N/A N/A 95
55916
vanmoose
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
55917 N/A N/A 95
55918
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
N/A N/A
55919
folosat-mcp Claim 1
Folosat MCP — income allocation, savings goals, group expenses and wealth track…
N/A N/A 81
55920
m2mcent
hub Claim
N/A N/A 95
55921
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
55922
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
N/A N/A
55923
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
55924
pgt0312
A security probe MCP server for auditing KServe container runtime security with…
55925
miapre
Translate HTML prototypes into Figma using your design system's real components…
N/A N/A 95
55926
lenhatquynh
mcp-practice Claim
MCP server for Cursor that automates HR tasks such as employee onboarding, intr…
N/A N/A
55927
mattijskersten
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
55928 N/A N/A 95
55929
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
N/A N/A 95
55930
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
55931
ahmedak
defluff Claim
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hed…
N/A N/A
55932 81
55933
yuly3
A Model Context Protocol server that connects to Snowflake databases and execut…
55934
dgtalquantumleap-ai
Proximity-based card fraud detection with AI risk scoring.
N/A N/A 75
55935
YuanHuakk
MCP server for JavaScript reverse engineering and browser debugging.
N/A N/A
55936
geeks-accelerator
live-music Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
N/A N/A 83
55937
thomasxm
Enables natural language threat hunting and incident response by connecting LLM…
67
55938
wyre-technology
blumira-mcp Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
55939
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
N/A N/A
55940
arc-mcp
ARC-1 Claim
MCP server for SAP ABAP systems
N/A N/A
55941
uvidswqkscr89
mcp_test Claim
N/A N/A 95
55942
iamsre01
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
N/A N/A
55943
eveoy
Ask about Eveoy and book pilots — $24.99 per verified in-store customer, auto-r…
55944
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
55945
thekie
A secure email gateway MCP server that protects AI agents from prompt injection…
55946
MikkoParkkola
trvl Claim
AI travel agent for flights, hotels, rental cars, ground transport, price alert…
N/A N/A
55947
jianglisuda
Enables read-only MySQL database connectivity, allowing execution of SELECT que…
55948
Lionfaion
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
N/A N/A
55949
Krishsakaria26
A security-first MCP (Model Context Protocol) backend built with Node.js and Ex…
55950
sedoglia
Integrates Diabetes:M data with Claude Desktop to access glucose readings, insu…
Showing 55901–55950 of 57160 servers