MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50451
minasenel
AI-powered IT support server that understands issues in Turkish and English, su…
50452
Streen9
React MCP Claim
Enable Claude AI to manage and interact with React applications seamlessly.
N/A N/A 95
50453
sebastianall1977
gmail-mcp5 Claim
N/A N/A 95
50454
aixsignal
mcp-server1 Claim
N/A N/A 95
50455
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
50456
tianmu
An MCP server that provides AI-powered search capabilities including web, acade…
50457
iceener
Streamable HTTP MCP server for YouTube that enables video search, channel explo…
50458
HasanJahidul
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
N/A N/A
50459
christopher-czaban
An open-source MCP server enabling AI assistants to interact with the Motion AP…
50460
Venkatchavan
OpenAEC MCP Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
50461
derekprovance
lifeup-mcp Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
N/A N/A
50462
ihrpr
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
N/A N/A
50463
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
50464
VitalyOstanin
MCP server for comprehensive YouTrack integration, enabling issue management, w…
N/A N/A
50465
kk520879
Enables to search, analyze, and export Douyin (TikTok China) video and user dat…
N/A N/A
50466
devkindhq
machship-mcp Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
50467
JeremyVyska
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
N/A N/A
50468
aegis-dq
aegis-dq Claim
Agentic data quality framework that runs structured rules against warehouses (D…
N/A N/A
50469
bencousins22
ok Claim
N/A N/A 95
50470 N/A N/A 95
50471
ed-smartass
mcp-peek Claim
Optimizes REST API calls for AI agents by returning compact schemas instead of …
50472
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
N/A N/A
50473 N/A N/A 95
50474
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
50475
sadopc
Provides Zig language intelligence for Claude Code by wrapping ZLS (Zig Languag…
N/A N/A
50476
dansever
portt-ai Claim
N/A N/A 95
50477
m2mcent
hub Claim
N/A N/A 95
50478
jmacaggi-gfm
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
N/A N/A
50479 N/A N/A 95
50480
pgt0312
A security probe MCP server for auditing KServe container runtime security with…
50481
mattijskersten
Enables AI agents to manage appointments on Medicover's Polish patient portal, …
50482
fgh23333
Demo Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
50483
agentcall
AgentCall Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
81
50484
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
50485 81
50486
yuly3
A Model Context Protocol server that connects to Snowflake databases and execut…
50487
thomasxm
AI-powered threat hunting and incident response MCP server for Elasticsearch/Op…
N/A N/A 67
50488
wyre-technology
blumira-mcp Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
50489
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
N/A N/A 95
50490
iamsre01
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
N/A N/A
50491
Auxin-io
NYC Friend Claim
Get candid, local answers from a New Yorker. Ask about neighborhoods, transit, …
N/A N/A 95
50492
Mehmoodqureshi
chrome-mcp Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
N/A N/A
50493
LindaEng
Enables users to capture TouchDesigner node network screenshots and ask Claude …
N/A N/A
50494
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
50495
AntonioBlago
Provides SEO tools for Claude Code, including free local tools and paid API-pow…
50496
PiggyHurry
hunter-mcp Claim
An MCP server for querying the Qianxin Hunter network asset mapping platform, e…
50497
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
50498
leegunwon9133
ttutori Claim
N/A N/A 95
50499
12345678969696969
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
81
50500
asgard-ai-platform
Enables AI agents to issue, void, query, and manage Taiwan e-invoices via 27 MC…
Showing 50451–50500 of 50515 servers