MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24451
zjl13031
prection Claim
预测运势能力mcp
N/A N/A 95
24452
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
24453
jbb1988
wheretohit Claim
81
24454
IrtezaAsadRizvi
MERN MCP Claim
Scaffolds MERN CRUD resources into existing Express and React codebases.
N/A N/A
24455
janedouat
mcp-test Claim
N/A N/A 95
24456
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
24457
Nolas-Shadow
Meta (Facebook/Instagram) and TikTok ad campaign management for AI agents. One …
24458
brnbco
Hello Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
N/A N/A 95
24459
seonwookim92
Enables AI assistants to navigate and populate complex ontologies by transformi…
N/A N/A 95
24460
Corbell-AI
Corbell Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
N/A N/A
24461
brendan-ch
Enables interaction with Canvas LMS courses and assignments directly from your …
81
24462 N/A N/A 95
24463
monostate
Enables high-performance token sniping on Raydium DEX with multi-region support…
81
24464
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
N/A N/A 83
24465
DataGraph Claim 1
Urban intelligence knowledge graph. Structured locality data for civic problem-…
N/A N/A 81
24466
ArsenalPAC
Enable AI assistants to manage broadcast messaging, email campaigns, and contac…
N/A N/A 95
24467
daedalus
mcp-exa Claim
MCP server exposing Exa websearch API
N/A N/A
24468
adibirzu
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
81
24469
ai-mcp-garage
Enables AI assistants to access and manage user profile information including n…
81
24470
lauechlo
Connects Claude to Spotify for music discovery, playlist creation, and collecti…
81
24471
moltarch Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
24472
Whale0928
Enables automatic creation and management of weekly work reports in Korean thro…
N/A N/A 95
24473
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
24474
Explore the World through Live Webcams Explore the World in Real-Time: 10,000+ …
24475
Search CupShup's marketing knowledge base — services, case studies, and insight…
24476
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
81
24477
moechehabb
Arthur Claim 1
An MCP server that enables developers to summon AI development team agents dire…
N/A N/A 95
24478
deepakjdp
A browser-accessible Model Context Protocol server that enables AI assistants t…
24479
Your OctoData API key. Get free at api.octodamus.com/v1/signup or buy at api.oc…
N/A N/A
24480
guh
guhhan4678 Claim
N/A N/A 95
24481
rog0x
seo Claim
SEO analysis - meta tags, keywords, links, page speed
N/A N/A
24482 N/A N/A 95
24483
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
24484
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
24485
thib
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
N/A N/A 95
24486
theYahia
mindbox-mcp Claim
MCP server for Mindbox CDP API — customer profiles, orders, segments. 3 tools.
N/A N/A
24487
yukikazechan
A Cloudflare Worker that implements an MCP server for searching and retrieving …
N/A N/A 95
24488
TheAgencyInstitute
Enables AI agents to track and manage product development projects through stru…
N/A N/A 95
24489
rich-jojo
Web Task Claim
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A
24490 N/A N/A 95
24491
zerople
duckdb Claim
N/A N/A 95
24492
Reactive Resume is a free and open-source resume builder designed to simplify t…
24493
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A
24494
damianlevy1987-prog
test Claim
N/A N/A 95
24495
ValkDB
dbdense Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
N/A N/A
24496
Vedant2254
MCP server for AIShelf - allows AI model to choose workflows, rules, skills, an…
N/A N/A
24497 N/A N/A 95
24498
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmc…
67
24499
blas0
code2mcp Claim
Enables execution of TypeScript code to call MCP tools instead of direct tool c…
N/A N/A 95
24500
SecurityRonin
docx-mcp Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
N/A N/A
Showing 24451–24500 of 30006 servers
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