MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40301 |
MCP Testing Assistant
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Enables automated testing and coverage reporting for MCP services with test exe…
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| 40302 |
ibitlabs-mcp
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iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
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| 40303 |
JACTUS MCP Server
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Enables AI assistants like Claude to discover, validate, and simulate all 18 AC…
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| 40304 |
datalikers-mcp
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MCP server for DataLikers — 29 hand-built tools for Instagram & TikTok data: us…
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| 40305 |
vnc-mcp
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Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
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| 40306 |
world-bank-server
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Exposes World Bank development data to AI agents via local CSV resources and li…
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| 40307 |
brasil-mcp-essentials
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A privacy-first MCP server providing 14 offline Brazilian utilities including d…
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| 40308 |
browserspendguard-mcp
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Approval receipts for AI browser purchases.
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| 40309 |
Relay MCP Server
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Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
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| 40310 |
Agency AI MCP Server
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Enables AI assistants to recommend specialized AI operations services, perform …
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| 40311 |
storyflo
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Curated audio-news MCP server. Search trending articles, fetch narrated audio, …
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| 40312 |
else_when
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| 40313 |
garmin_mcp-main
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| 40314 |
MCP Opener
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Enables opening files, folders, and URLs across different operating systems wit…
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| 40315 |
mcp-server
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| 40316 |
RepScale
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Research B2B prospects, get the recommended sales angle, and prep for meetings …
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| 40317 |
Twilio MCP Server
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Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 40318 |
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
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| 40319 |
Grasp
Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
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| 40320 |
Enables querying and interacting with Adobe VIP Marketplace Partner API documen…
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| 40321 |
mcpfetchserver
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| 40322 |
shopify-mcp-pro
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Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
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| 40323 |
InfluxDB-v1-MCP
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InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
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| 40324 |
google-health-mcp
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Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
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| 40325 |
feedback-mcp-server
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A lightweight MCP server that enables AI assistants to collect interactive user…
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| 40326 |
whoop
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| 40327 |
mumuai
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| 40328 |
adad11
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| 40329 |
gridually-mcp
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Compare flashcard apps, spatial memory science, and aphantasia learning guides.
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| 40330 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 40331 |
payclaw
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Drop-in x402 payment middleware for MCP servers. Charge AI agents per tool call…
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| 40332 |
nextdns-mcp
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Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
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| 40333 |
next-finance
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MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
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| 40334 |
Enables users to generate and execute InfluxDB queries using natural language c…
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| 40335 |
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
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| 40336 |
skysql-mcp-test
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| 40337 |
Webpage MCP Server
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Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 40338 |
Supermemory
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A recreation of the Supermemory MCP with all features of the Supermemory API
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| 40339 |
Kratos-MCP
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A memory system for AI coding tools that stores and retrieves codebase context …
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| 40340 |
open.video MCP
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AI-powered video platform management — upload videos, manage channels, track an…
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| 40341 |
AigoHotel MCP Server
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Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 40342 |
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
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| 40343 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 40344 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 40345 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 40346 |
shelbymcp
Claim
Knowledge-graph memory server for AI tools via MCP
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| 40347 |
test-id
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| 40348 |
Chrome DevTools MCP
Claim
Enables AI coding assistants to control and inspect a live Chrome browser for a…
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| 40349 |
ClickUp MCP Server
Claim
Enables comprehensive project management through ClickUp's API, supporting task…
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| 40350 |
Ladislav Hejdánek
Claim
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
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