MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3551
gptcompany
A goal-agnostic parallel orchestration framework that enables sophisticated mul…
B 76 55 96 100 50 80 39
3552
Regenerating-World
pix-mcp Claim
Generate Pix QR codes and copy-paste strings with fallback across multiple prov…
B 76 55 72 100 48 81 70
3553
SeeYangZhi
Lucide Icons MCP Claim
lucide-icons-mcp
B 76 55 72 62 72 81 94
3554
powerstar13
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
B 76 55 86 56 55 83 98
3555
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 55 72 82 N/A 63 95 62
3556
199-mcp
mcp-kling Claim 1
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
B 76 55 94 100 N/A 45 81 42
3557
RMITBLOG
A read-only MCP server that provides visibility into Parallels Remote Applicati…
B 76 55 80 60 53 83 100
3558
wysh3
MCP web search using perplexity without any API KEYS
B 76 54 100 36 N/A 50 95 92
3559
bnookala
MCP Cookie Server Claim 1
A Model Context Protocol server that provides positive reinforcement for LLMs b…
B 76 54 75 68 N/A 41 95 96
3560
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 54 78 71 N/A 41 83 100
3561
MCLifeLeader
seq-mcp Claim 1
A Model Context Protocol server that provides AI agents with controlled read ac…
B 76 54 47 76 79 90 95
3562
Blazemeter
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
B 76 54 90 40 72 95 81
3563
jochiang
Voice MCP Claim
Enables voice interaction with Claude Code through local speech-to-text (Whispe…
B 76 54 90 58 N/A 30 95 93
3564
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3565
Tommertom
awesome-ionic-mcp Claim
Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React…
B 76 54 84 60 N/A 41 89 96
3566
scottmreed
ChemCP Claim
MCP App that renders 2D molecular structures from SMILES using RDKit.js
B 76 54 72 70 N/A 41 90 100
3567
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3568
tobocop2
lilbee Claim
Run local AI models, search your files and code, and crawl the web, all in one …
B 76 54 70 41 N/A 85 94 98
3569
shuji-bonji
rxjs-mcp-server Claim
Execute, debug, and visualize RxJS streams directly from AI assistants like Cla…
B 76 54 78 62 N/A 58 90 89
3570
199-mcp
MCP Autostarter Claim 1
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
B 76 54 90 61 N/A 23 90 100
3571
gregario
warhammer-oracle Claim
Warhammer 40K, Combat Patrol, and Kill Team rules reference with unit datasheet…
B 76 54 72 58 N/A 60 94 95
3572
searchcraft-inc
Official MCP server for managing Searchcraft clusters, creating a search index,…
B 76 55 76 72 56 77 97
3573
boezzz
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
B 76 55 80 71 42 81 99
3574
riteshsonawala
MCP Template Claim
A production-ready Python template for building MCP servers with enterprise fea…
B 76 55 78 68 46 81 100
3575
karanb192
HN-MCP Claim 1
Enables browsing Hacker News, searching discussions, analyzing users, and track…
B 76 55 82 100 55 81 52
3576
muammar-yacoob
Unity MCP Claim
Provides real-time control of Unity Editor through natural language commands. E…
B 76 54 66 58 N/A 67 95 96
3577
nunolima
Searchable access to GitLab documentation from multiple repositories with full-…
B 76 55 62 82 N/A 45 95 92
3578
jake-hebert
Provides a user-friendly setup wizard that guides users through connecting Clau…
B 76 55 94 87 N/A 22 95 58
3579
jessefreitas
MCP Memory Server Claim 1
Provides persistent memory functionality for AI conversations by creating, mana…
B 76 54 72 72 N/A 47 92 93
3580
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3581
Arborist-ai
ClaudeHopper Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
B 76 54 88 58 N/A 46 90 90
3582
infinity-smithpl
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
B 76 55 60 100 50 81 82
3583
miraclebakelaser
Enables management of Porkbun domains, DNS records, SSL certificates, URL forwa…
B 76 54 72 75 28 95 99
3584
ynivin
Waveform MCP Server Claim 1
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
B 76 55 84 91 N/A 37 95 57
3585
massgen
MassGen Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 54 90 25 N/A 70 95 100
3586
Nazruden
mcp-openvision Claim
MCP OpenVision is a Model Context Protocol (MCP) server that provides image ana…
B 76 55 84 48 75 82 91
3587
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3588
vedantparmar12
Enables intelligent interaction with Azure resources through natural language b…
B 76 55 84 82 48 81 75
3589
aira-security
mcp-armor Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 44 65 N/A N/A 47 95 94
3590
robandrewford
Enables discovery and search of Ticketmaster events, venues, and attractions wi…
B 76 55 86 70 44 80 91
3591
Tomorrow-You
Voice Bridge Claim
Multi-engine TTS for AI coding assistants. 5 engines, free engine included.
B 76 44 67 N/A N/A 37 95 97
3592
Kong
Enables AI assistants to fetch, search, and organize menu information from For …
B 76 55 92 75 35 81 82
3593
webconsulting
Node.js server implementing Model Context Protocol that enables seamless intera…
B 76 54 94 61 N/A 53 84 78
3594
quareth
Enables management of Cloudflare Ruleset Engine and WAF configurations through …
B 76 55 86 71 40 80 93
3595
GoogleCloudPlatform
cloud-run-mcp Claim
MCP server to deploy apps to Cloud Run
B 76 55 80 43 N/A 79 86 97
3596
ananddtyagi
gif-creator-mcp Claim 2
A MCP server for creating GIFs from your videos.
B 76 54 75 70 N/A 40 91 99
3597
privetin
Chroma MCP Server Claim 2
A Model Context Protocol server providing vector database capabilities through …
B 76 54 77 63 N/A 42 92 99
3598
groxaxo
ZAI MCP Server Claim
Provides web search, content extraction, and AI summarization capabilities usin…
B 76 55 94 47 50 81 100
3599
ousepachn
Provides read-only access to Beehiiv newsletter analytics data including public…
B 76 55 78 68 48 81 100
3600
latinogino
PrestaShop MCP Server Claim 1
Enables complete management of PrestaShop e-commerce stores through natural lan…
B 76 55 84 68 43 80 96
Showing 3551–3600 of 45235 servers
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