MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1051
jellewas
EU Audit Trail Claim 1
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
B 81 55 66 82 N/A 75 90 93
1052
onlyflowstech
servicenow-mcp Claim
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB grap…
B 81 54 90 72 N/A 57 90 91
1053
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
1054
yeominux
md-feedback Claim
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
B 81 44 72 N/A N/A 60 95 95
1055
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
1056
mgriffen
tapsite Claim 1
MCP server for web inspection, design system extraction, and accessibility audi…
B 81 44 71 N/A N/A 61 95 94
1057
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
1058
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1059
schwarztim
cimc-mcp Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 55 73 100 48 81 98
1060
nesquikm
rubber-duck Claim 1
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
B 81 54 100 57 N/A 90 68 92
1061
freema
mcp-jira-stdio Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 55 73 83 76 81 95
1062
perfecxion-ai
Secure MCP Server Claim 1
Provides an enterprise-grade Model Context Protocol implementation with advance…
B 81 55 96 75 57 80 90
1063
ibarrajo
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
B 81 54 90 66 N/A 52 95 94
1064
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1065
izumin5210
any-script-mcp Claim
Enables execution of arbitrary CLI tools and shell scripts by defining them in …
B 81 54 90 60 N/A 68 87 96
1066
jason-tan-swe
railway-mcp Claim
An unofficial and community-built MCP server for integrating with https://railw…
B 81 54 78 63 N/A 75 95 93
1067
phate45
MCP Vault Claim
Enables AI assistants to interact with Obsidian vaults through file operations …
B 81 54 90 67 N/A 44 95 98
1068 B 81 54 92 66 N/A 50 95 94
1069
cagataycali
Strands MCP Server Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 55 96 91 47 81 74
1070
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 55 96 73 51 81 96
1071
skullzarmy
vibealive Claim
B 81 54 84 65 N/A 76 90 92
1072
moltllama
MoltLlama Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
B 81 66 84 80 96 36 84 91
1073
skyforge-labs
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
B 81 55 86 71 62 81 100
1074
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
1075
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
1076
zzgael
Pedigree MCP Server Claim 1
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
B 81 55 90 58 77 83 95
1077
lofcz
Provides LLM-optimized filesystem access with intelligent file pagination for l…
B 81 54 96 62 N/A 46 90 99
1078
jordanburke
joplin-mcp-server Claim
Joplin MCP Server
B 81 55 84 68 73 80 99
1079
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
1080
alucardeht
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
B 81 54 96 56 N/A 52 92 100
1081
mikusnuz
agent-link-mcp Claim 1
MCP server for bidirectional AI agent collaboration — 5 tools for spawning and …
B 81 44 57 N/A N/A 79 95 98
1082
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
1083
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1084
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
1085
Ahmad-A0
silverbullet-mcp Claim
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
B 81 55 84 72 N/A 78 80 91
1086
ravenwits
This is a TypeScript-based MCP server that provides database interaction capabi…
B 81 54 90 66 N/A 51 95 93
1087
nikicat
EVM Wallet Signer Claim
Route EVM transactions to browser wallets (MetaMask, etc.) for signing via EIP-…
B 81 54 90 60 N/A 62 95 91
1088
kujenga
zotero-mcp Claim
Model Context Protocol (MCP) server for the Zotero API, in Python
B 81 55 84 82 N/A 66 90 80
1089
sandst1
remind Claim
A memory layer for AI Agents
B 81 44 68 N/A N/A 66 95 96
1090
mixelpixx
An MCP (Model Context Protocol) server that provides Google search capabilities…
B 81 55 100 75 48 78 91
1091
IBM
chuk-mcp-celestial Claim
Provides authoritative astronomical data including moon phases, solar eclipses,…
B 81 66 84 66 85 76 84 92
1092
jacopoc
A proof of concept MCP server for Apache OFBiz
B 81 54 78 68 N/A 67 95 97
1093
luno
Luno MCP Server
B 81 55 86 66 73 81 99
1094
indragiek
uniprof Claim
Universal CPU profiler designed for humans and AI agents
B 81 54 90 58 N/A 66 95 91
1095
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
1096
djankies
Vitest MCP Server Claim 2
AI-optimized Vitest interface that provides structured test output, visual debu…
B 81 55 96 75 N/A 73 95 58
1097
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
1098
mathematic-inc
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
B 81 54 84 58 N/A 81 90 96
1099
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
1100
feedbk-ai
create-survey Claim
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
B 81 66 96 76 86 47 82 88
Showing 1051–1100 of 30006 servers
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