MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2901
openpharma-org
Provides access to Medicaid public data including drug pricing (NADAC), state e…
B 77 5⁄5 ◉ ⏳ 100 100 — 45 81 39
2902
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 5⁄4 ◉ ⏳ 72 60 — 82 89 88
2903
cloudbring
Run NRQL, NerdGraph, and REST v2 operations to query data, manage incidents, cr…
B 77 5⁄5 ◉ ⏳ 90 46 — 76 81 95
2904
mgsrevolver
ConsoleSpy Claim 1
A tool that captures browser console logs and makes them available in Cursor ID…
B 77 5⁄4 ◉ ⏳ 90 58 N/A 37 89 100
2905
cdpath
MDict MCP Server ⚡ Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 5⁄4 ◉ ⏳ 68 62 N/A 62 94 100
2906
tuannvm
OAuth 2.1 authentication library for Go MCP servers
B 77 5⁄4 ◉ ⏳ 84 43 N/A 76 95 91
2907
GoogleCloudPlatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
B 77 5⁄4 ◉ ⏳ 57 72 N/A 75 95 90
2908
Abinesh0206
Enables comprehensive Kubernetes cluster management through kubectl operations,…
B 77 5⁄4 ◉ ⏳ 84 58 N/A 58 95 86
2909
elminson
TOON MCP Server ⚡ Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 5⁄5 ◉ ⏳ 90 60 — 58 80 91
2910
nataliapc
mcp-openmsx ⚡ Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 5⁄5 ◉ ⏳ 96 58 — 55 81 85
2911
RayanZaki
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
B 77 5⁄5 ◉ ⏳ 74 74 — 63 80 95
2912
glincker
glin-profanity-mcp ⚡ Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 77 5⁄4 ◉ ⏳ 71 68 N/A 61 95 89
2913
forayconsulting
Make MCP Server ⚡ Claim
This server enables AI assistants to discover, parameterize, and trigger Make.c…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 78 93
2914
KaranThink41
Enables posting text messages to Google Chat spaces through webhook-based integ…
B 77 5⁄5 ◉ ⏳ 90 65 — 41 81 100
2915
pskill9
hn-server ⚡ Claim 2
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
B 77 5⁄4 ◉ ⏳ 80 63 N/A 41 94 100
2916
alpadalar
netops-mcp ⚡ Claim
Comprehensive DevOps and networking MCP server providing standardized access to…
B 77 5⁄4 ◉ ⏳ 70 70 N/A 59 92 93
2917
bjeans
homelab-mcp ⚡ Claim
MCP servers for managing homelab infrastructure. Monitor Docker/Podman containe…
B 77 5⁄5 ◉ ⏳ 100 31 — 76 81 99
2918
pierrebrunelle
mcp-server-openai ⚡ Claim 2
Query OpenAI models directly from Claude using MCP protocol
B 77 5⁄5 ◉ ⏳ 90 68 — 37 80 100
2919
cfrs2005
GS Robot MCP Server ⚡ Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 5⁄5 ◉ ⏳ 82 82 — 49 81 81
2920
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 5⁄4 ◉ ⏳ 90 63 N/A 24 92 100
2921
NaniDAO
agentek-eth Claim 1
A MCP server offering tools for cryptocurrency research and Ethereum-based auto…
B 77 5⁄5 ◉ ⏳ 75 71 — 57 82 99
2922
line
line-bot-mcp-server ⚡ Claim 1
MCP Server for Integrating LINE Official Account
B 77 5⁄5 ◉ ⏳ 61 71 — 87 81 93
2923
destinyfrancis
Converts YouTube and Bilibili videos into structured knowledge articles using l…
B 77 5⁄4 ◉ ⏳ 90 61 N/A 32 95 92
2924
danielsuguimoto
Node.js server implementing Model Context Protocol for secure read-only filesys…
B 77 5⁄4 ◉ ⏳ 84 65 N/A 40 92 95
2925
ikoskela
wisepanel-mcp ⚡ Claim
Multi-agent deliberation across ChatGPT, Claude, Gemini and Perplexity, with dy…
B 77 5⁄4 ◉ ⏳ 90 61 — 50 83 94
2926
philogicae
transmission-mcp ⚡ Claim
Python wrapper & MCP server for transmission
B 77 5⁄5 ◉ ⏳ 68 68 — 68 81 100
2927
francofuji
UnCorreoTemporal ⚡ Claim
Temporary email for AI agents: create inboxes, wait for emails, extract OTPs, v…
B 77 5⁄4 ◉ ⏳ 58 86 N/A 58 83 99
2928
peek-travel
mcp-intro Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
B 77 6⁄6 ◉ ⏳ 78 76 99 16 81 94
2929
CryptoAPIs-io
mcp-market-data ⚡ Claim 2
MCP server for cryptocurrency asset prices, exchange rates, and market metadata…
B 77 6⁄6 ◉ ⏳ 81 76 89 42 74 89
2930
cyanheads
Enables LLMs to conduct dynamic, conversational surveys with skip logic, sessio…
B 77 5⁄4 ◉ ⏳ 75 72 — 58 81 98
2931
bhouston
An open source implementation of the Claude built-in text editor tool
B 77 5⁄5 ◉ ⏳ 84 100 N/A 51 90 47
2932
benitocabrerar
Enables remote access to JobNimbus CRM through Claude Desktop with 48+ tools fo…
B 77 5⁄5 ◉ ⏳ 94 68 — 37 81 91
2933
pluginslab
wp-devdocs-mcp ⚡ Claim 1
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
B 77 5⁄4 ◉ ⏳ 69 58 N/A 75 90 99
2934
arturwyroslak
AI Agent Generator ⚡ Claim
Enables creation and deployment of AI agents through natural language by provid…
B 77 5⁄4 ◉ ⏳ 94 71 N/A 29 90 84
2935
markacianfrani
An MCP server that allows coding agents to look up contextual rules and pattern…
B 77 6⁄6 ◉ ⏳ 69 100 85 22 81 93
2936
stinkgen
Trino MCP Server ⚡ Claim 1
Provides AI models with structured access to Trino's distributed SQL query engi…
B 77 5⁄5 ◉ ⏳ 74 82 — 45 81 94
2937
eyalzh
browser-control-mcp ⚡ Claim 1
An MCP server paired with a browser extension that enables LLM clients to contr…
B 77 5⁄4 ◉ ⏳ 57 71 N/A 73 90 100
2938
StarrStack
Enables structured note-taking with markdown support, dynamic tagging system, a…
B 77 5⁄4 ◉ ⏳ 90 53 N/A 39 95 99
2939
collapseindex
ci1t-mcp ⚡ Claim 1
CI-1T prediction stability engine. Detect ghosts, evaluate drift, monitor fleet…
B 77 5⁄5 ◉ ⏳ 60 100 N/A 48 83 87
2940
ofershap
npm-search Claim 1
npm search MCP — find packages, view details, compare, check downloads.
B 77 5⁄5 ◉ ⏳ 76 100 N/A 58 95 46
2941
kushal45
Gmail MCP Server ⚡ Claim
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
B 77 5⁄5 ◉ ⏳ 90 63 — 51 81 94
2942
Red5d
Beszel MCP Server ⚡ Claim
Enables interaction with Beszel system monitoring tool to query system and cont…
B 77 5⁄5 ◉ ⏳ 70 82 — 60 81 91
2943
Infisical
Infisical MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 5⁄5 ◉ ⏳ 71 70 — 66 81 99
2944
AdolphNB
word2img-mcp ⚡ Claim
Enables converting Markdown text into high-quality 3:4 ratio JPG images using m…
B 77 5⁄4 ◉ ⏳ 84 61 N/A 42 95 92
2945
securityscan-api
securityscan Claim
Scans OpenClaw/ClawHub skills for security vulnerabilities before installation.…
B 77 6⁄6 ◉ ⏳ 96 62 87 21 81 95
2946
gofireflyio
firefly-mcp ⚡ Claim
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
B 77 5⁄5 ◉ ⏳ 78 65 — 77 76 89
2947
Bedolla
EnriVision ⚡ Claim 1
An MCP server that enables analysis of local media files, including video, audi…
B 77 5⁄5 ◉ ⏳ 81 71 — 56 80 91
2948
ngeojiajun
Code Snippet Server ⚡ Claim 1
A MCP server for managing and storing code snippets in various programming lang…
B 77 5⁄5 ◉ ⏳ 69 100 N/A 47 95 63
2949
abreed05
Provides instant access to authoritative security documentation from organizati…
B 77 5⁄5 ◉ ⏳ 90 75 N/A 45 95 65
2950
shlok-lgtm
Stablecoin risk scores, wallet risk profiles, and transaction risk assessment.
B 77 4⁄4 ◉ ⏳ 72 N/A N/A 35 95 98
Showing 2901–2950 of 68965 servers
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