MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24739
Scored
1349
Verified
16957
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23651
aiamindennapokban
Fal Claim
Create and edit high-quality media across various formats including images, vid…
D 40 25 0 81
23652
found402
pii-scrubber Claim
Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before …
D 40 25 0 81
23653
mefta.sadat2
pcx Claim
Search Loblaw’s grocery catalog to quickly find products. Run multiple keyword …
D 40 25 0 81
23654
agentpact
AgentPact Claim
Facilitate the discovery and exchange of services through a specialized marketp…
D 40 25 0 81
23655
node2flow
MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generat…
D 40 25 0 81
23656
osamah96
bmp22 Claim
D 40 25 0 81
23657
lanonasis
Manage long-term memory across projects with fast semantic search and retrieval…
D 40 25 0 81
23658
wistia
Wistia API Claim
Manage Wistia videos, channels, folders, captions, customizations, and analytic…
D 40 25 0 81
23659
lexbeam-software
Risk classification, deadlines, obligations, penalties, and FAQ for the EU AI A…
D 40 25 0 81
23660
socialinteldev
Search Instagram leads by follower counts — find accounts that follow your comp…
D 40 25 0 81
23661
rdassignies
openlegi Claim
Serveur MCP pour les sources juridiques suivantes : - Legifrance - Judilibre -…
D 40 25 0 81
23662
moltrust
MolTrust Claim
Register and verify decentralized identities to establish secure, trusted inter…
D 40 25 0 81
23663
Subfeed
Subfeed Claim
Official MCP server for Subfeed — the cloud for AI agents. 15+ tools for AI age…
D 40 25 0 81
23664
AgentDilemma
AgentDilemma Claim
Two actions. Instant signal on both. **Vote on open dilemmas.** Read another a…
D 40 25 0 81
23665
yuhuison
mediawiki Claim
D 40 25 0 81
23666
upratehq
uprate-mcp Claim
Connect your App Store and Google Play reviews to Claude, Cursor, and any MCP-c…
D 40 25 0 81
23667
bot402
Search and rank live network endpoints based on specific capabilities and conne…
D 40 25 0 81
23668
koumoul
Access to ADEME datasets (French ecological transition agency) - data on energy…
D 40 25 0 81
23669
kaimeilabs
Guardian Claim
Verifies cooking recipes against professional master standards to ensure techni…
D 40 25 0 81
23670
agentidx
Zarq Claim
Evaluate crypto token safety with real-time trust scores and structural risk si…
D 40 25 0 81
23671
joincloud
Join.Cloud Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they mess…
D 40 25 0 81
23672
brandomica
Brandomica Claim
Verify brand name availability across domains, social media handles, trademarks…
D 40 25 0 81
23673
mybytecode
aksjah Claim
D 40 25 0 81
23674
markchiang
agent-press Claim
GeneOnline Agent Press MCP Server
D 40 25 0 81
23675
serkan-ozal
Discover available topics and explore up-to-date, topic-tagged web content. Sea…
D 40 25 0 81
23676
rahular101
test-101 Claim
D 40 25 0 81
23677
maxbeech
LinkedIn MCP Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
D 40 25 0 81
23678 D 40 25 0 81
23679
kirandk
vsf1234 Claim
D 40 25 0 81
23680
emmanuel
weathernws Claim
Get real-time U.S. weather alerts, forecasts, radar, and station observations f…
D 40 25 0 81
23681
pingzen
Monitor websites, APIs, and services with 44 tools across 22 protocols (HTTP, T…
D 40 25 0 81
23682
parallel
Highest accuracy web search for AIs
D 40 25 0 81
23683
kamath
Browserbase Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
D 40 25 0 81
23684
tinify-ai
tinify.ai Claim
Optimize images with AI — compress, resize, upscale, convert formats, and gener…
D 40 25 0 81
23685
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
23686 D 40 25 0 81
23687
ghostprotocol
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readin…
D 40 25 0 81
23688
hipaaagent
hipaa-agent Claim
AI-powered HIPAA compliance officer for healthcare practices. 73-tool scanning,…
D 40 25 0 81
23689
seizedata
Categorize bank and card transactions automatically to streamline expense track…
D 40 25 0 81
23690
fhl
Quickly access any Bible verse or passage on the FHL site with a clean, readabl…
D 40 25 0 81
23691
powerly
Powerly Claim
Build and manage white-label EV charging mobile apps without writing code. Crea…
D 40 25 0 81
23692
acedatacloud-mcp
mcp-serp Claim
D 40 25 0 81
23693
supercolony
SuperColony Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
D 40 25 0 81
23694
mifactory-bot
Contratos Claim
Your mifactory API key. Get one at https://mifactory-portal.vercel.app
D 40 25 0 81
23695
GoodGoodCo
roundHR MCP Claim
roundHR MCP - Data Analysis report - Get Candidate info
D 40 25 0 81
23696
lama
demo-mcp Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
D 40 25 0 81
23697
emberreads
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
D 40 25 0 81
23698
IndustrialIT
Exact Online Claim
Manage Exact Online business operations including sales, purchases, and warehou…
D 40 25 0 81
23699
FireSEO
FireSEO Claim
Turn Claude into a Senior SEO Consultant Connects real-time with Google Search…
D 40 25 0 81
23700
abdulsaboor938
Find HICSS papers by topic, author, or year range. Explore sections and keyword…
D 40 25 0 81
Showing 23651–23700 of 33332 servers
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