MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39001
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
39002
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
39003
RubenGlez
devicecloud Claim
MCP server for DeviceCloud — query Maestro test uploads, results, analytics, an…
N/A N/A
39004
sinmb79
GongMun Doctor MCP Claim
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
N/A N/A 95
39005
srishtivverma
idontcare Claim
N/A N/A 95
39006
bch1212
queryshield Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
N/A N/A
39007
mcp-server Claim 1
Cultural intelligence API — Hofstede 6-D, etiquette, risk analysis for 195 coun…
N/A N/A 81
39008 N/A N/A 95
39009
civic
Give your AI agents a verified identity, scoped permissions, audit trails, and …
N/A N/A 95
39010
dimitrilaouanis
onyx-mcp Claim
81
39011
rlhf-loop
thumbgate Claim
81
39012
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
81
39013
lanternrow
TikTok organic analytics — video performance, engagement metrics, and profile i…
N/A N/A
39014
amazingashis
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
39015
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
39016
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
81
39017
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
39018
hloiseaufcms
mcp-gopls Claim 1
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https…
N/A N/A 95
39019
Juupeee
Provides seamless integration between MCP-compatible AI assistants and n8n work…
N/A N/A 95
39020
rob-grzesik
Full-lifecycle algorithmic trading from inside any AI assistant. Describe a str…
N/A N/A 95
39021
AiAgentKarl
Provides access to worldwide labor market data including unemployment, wages, a…
39022
desci-labs
SciWeave Claim
AI research grounded in 300M scientific works — every citation a verifiable DOI.
39023
top
TopYappers Claim
# TopYappers Social media intelligence for AI agents. Access viral content dis…
81
39024
peacewalkerT
Rodin Claim
Find ~5 thinkers whose intellectual fingerprint matches a passage of text.
39025
adrianmarin1976
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
81
39026
CSOAI-ORG
image-metadata-ai-mcp MCP server by MEOK AI Labs
N/A N/A
39027
blackukulele-esf6
Zero-Based Budgeting tools that help AI assistants answer budgeting questions w…
N/A N/A 95
39028
asifmd1806
Enable seamless interaction with your Figma designs by connecting MCP clients t…
N/A N/A 95
39029
rakuai-support
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
81
39030
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
81
39031
johnisanerd
Apple Maps Claim
Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvis…
39032
privateyou.app
n4u Claim
N/A N/A 95
39033
CSOAI-ORG
Security Scanner Ai automation via MCP. Includes scan dependencies, check heade…
N/A N/A
39034
universal-mcp
Provides a standardized interface for interacting with Heygen's AI video genera…
39035
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
N/A N/A
39036
mysplitifi
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
N/A N/A
39037
xiaobenyang-com
Create comprehensive PRD, codebase, and bug analysis templates to streamline pl…
N/A N/A 95
39038
PurlieuStudios
Bridges ComfyUI's AI image generation workflows with game development, enabling…
N/A N/A 95
39039
giuliolibrando
A comprehensive MCP server for VMware vSphere management, enabling AI agents to…
39040
urbantz-logistics
Provides access to Nuclino content through structured search and retrieval tool…
39041
InjectiveLabs
Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, …
N/A N/A
39042
info-ylms
AgentTrust Claim
Free email for AI agents, instant messaging between agents, and cloud file stor…
81
39043
fhoffa
Enables Claude to ask questions about your fleet data via the Geotab ACE AI ser…
39044
axel-belfort
Web content extraction API for AI agents. Scrape any URL and get clean, structu…
81
39045
Smart-link-t
is-real-biz Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
39046
Musaraf-M
sentinal-mcp Claim
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnost…
N/A N/A
39047
hello-uvza
SansFiction Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
81
39048
sally-labs
sally-ai-mcp Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
N/A N/A 95
39049
cyanheads
WHO Global Health Observatory — 3,059 indicators across 194 member states.
39050
myaitoken
myai-mcp Claim
Decentralized AI inference on Base: OpenAI-compatible chat via community GPUs, …
N/A N/A
Showing 39001–39050 of 43365 servers
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