MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40301
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
40302
AgentBonnybb
ibitlabs-mcp Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
N/A N/A
40303
pedronahum
Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
40304
subzeroid
MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
40305
regulad
vnc-mcp Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
N/A N/A
40306
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
40307
brasil-mcp
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
N/A N/A
40308
clauxel
Approval receipts for AI browser purchases.
40309
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
40310
barnaby-coder
Enables AI assistants to recommend specialized AI operations services, perform …
81
40311
Alisammour
storyflo Claim
Curated audio-news MCP server. Search trending articles, fetch narrated audio, …
40312
the-meta-value
else_when Claim
N/A N/A 95
40313 N/A N/A 95
40314
3viky
MCP Opener Claim
Enables opening files, folders, and URLs across different operating systems wit…
N/A N/A 95
40315
dacast
mcp-server Claim
N/A N/A 95
40316
kbrayatl
RepScale Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
40317
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
40318
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
40319
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
81
40320
softwareone-platform
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
N/A N/A
40321 N/A N/A 95
40322
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
40323
GreenScreen410
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
40324
davidmosiah
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
N/A N/A
40325
NianLog
A lightweight MCP server that enables AI assistants to collect interactive user…
N/A N/A
40326
christophpoke
whoop Claim
N/A N/A 95
40327
yakumo123118
mumuai Claim
N/A N/A 95
40328
xcvdrew8
adad11 Claim
N/A N/A 95
40329
FSHolmberg
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
N/A N/A 95
40330
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
40331
TeaBay
payclaw Claim
Drop-in x402 payment middleware for MCP servers. Charge AI agents per tool call…
40332
dmeiser
nextdns-mcp Claim
Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
40333
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
N/A N/A
40334
dohoon84
Enables users to generate and execute InfluxDB queries using natural language c…
81
40335
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
81
40336 N/A N/A 95
40337
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
81
40338
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
N/A N/A 95
40339
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
81
40340
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
40341
longcreat
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
40342
Synlake-ai
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
40343
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
40344
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
40345
x-monk
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
40346
Studio-Moser
shelbymcp Claim
Knowledge-graph memory server for AI tools via MCP
N/A N/A 95
40347
jr
test-id Claim
N/A N/A 95
40348
khawjaahmad
Enables AI coding assistants to control and inspect a live Chrome browser for a…
81
40349
NimbleBrainInc
Enables comprehensive project management through ClickUp's API, supporting task…
81
40350
hron
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
81
Showing 40301–40350 of 40420 servers