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
○ Unscored
29001
afhultin
Arsenal MCP Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
81
29002
patkretschmer
corviapp Claim
N/A N/A 95
29003
ehukaimedia
Enables AI agents to manage Google Tag Manager, Google Search Console, and Goog…
81
29004
josephpieczynski
A simple Model Context Protocol server that demonstrates basic functionality wi…
81
29005
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
29006
dansever
portt-ai Claim
N/A N/A 95
29007 N/A N/A 95
29008
christophpoke
whoop Claim
N/A N/A 95
29009
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
29010
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
29011
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
29012
gravik123
mcp_project Claim
N/A N/A 95
29013
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
29014
dmarcdkim
mcpv1 Claim
N/A N/A 95
29015
purmemo
pūrmemo Claim
AI conversation memory that works everywhere. Save and recall conversations acr…
29016
gibs
Gibs Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
N/A N/A 95
29017
ma-za-kpe
voice-sphere Claim
N/A N/A 95
29018
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
29019
reprompt-dev
reprompt Claim
Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
N/A N/A
29020
juanascencion-guild
Enables deployment of MCP servers on Cloudflare Workers without authentication …
81
29021 N/A N/A 95
29022 N/A N/A 95
29023
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
29024
bencousins22
ok Claim
N/A N/A 95
29025
svd-ai-lab
Matlab MCP Server in python
N/A N/A
29026
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
N/A N/A
29027
alpic-ai
skybridge Claim
Skybridge is a framework for building ChatGPT & MCP Apps
N/A N/A
29028
WebRTCGame
A graph-friendly relational server that stores project memory, tasks, and metad…
29029
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
29030
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
29031
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
29032
xiaobenyang-com
Streamline development by automating code generation and fixes, file operations…
N/A N/A 95
29033
gott150
obsidian-mcp Claim
N/A N/A 95
29034
zerox12311
context7 Claim
N/A N/A 95
29035
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
29036
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
29037
masflame
afrikure-mcp Claim
N/A N/A 95
29038 N/A N/A 95
29039
@Kapeli
dash-mcp-server Claim
N/A N/A 95
29040
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
81
29041
bioanywhere
Enables AI applications to interact with the Base Network blockchain and Coinba…
81
29042
null
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
81
29043 N/A N/A 95
29044
sven-borkert
Provides centralized knowledge management for projects, allowing users to store…
N/A N/A 95
29045
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
29046
robawolf
n8nmcp Claim
N/A N/A 95
29047
checklist-day
checklist Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
29048
barflotek
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
29049
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
29050
Safra1976
mcp_trello Claim
N/A N/A 95
Showing 29001–29050 of 30006 servers
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