MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28601
josephpieczynski
A simple Model Context Protocol server that demonstrates basic functionality wi…
81
28602
horizondatawave
Find and research people across LinkedIn, Instagram, and the open web. Search w…
N/A N/A 95
28603
dansever
portt-ai Claim
N/A N/A 95
28604 N/A N/A 95
28605
christophpoke
whoop Claim
N/A N/A 95
28606
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
28607
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
28608
jomapps
Enables character management and semantic search for the Auto-Movie application…
81
28609
gravik123
mcp_project Claim
N/A N/A 95
28610
zueai
mcp-manager Claim
Simple Web UI to install and manage MCP servers for Claude Desktop App.
81
28611
dmarcdkim
mcpv1 Claim
N/A N/A 95
28612
purmemo
pūrmemo Claim
AI conversation memory that works everywhere. Save and recall conversations acr…
28613
gibs
Gibs Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
N/A N/A 95
28614
ma-za-kpe
voice-sphere Claim
N/A N/A 95
28615
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
28616
reprompt-dev
reprompt Claim
Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
N/A N/A
28617
juanascencion-guild
Enables deployment of MCP servers on Cloudflare Workers without authentication …
81
28618 N/A N/A 95
28619 N/A N/A 95
28620
Abraxas1010
Secure USDC payments for AI agents on Base blockchain with budget controls and …
N/A N/A 83
28621
bencousins22
ok Claim
N/A N/A 95
28622
svd-ai-lab
Matlab MCP Server in python
N/A N/A
28623
indxr Claim
A fast codebase indexer and knowledge wiki for AI agents.
N/A N/A
28624
alpic-ai
skybridge Claim
Skybridge is a framework for building ChatGPT & MCP Apps
N/A N/A
28625
WebRTCGame
A graph-friendly relational server that stores project memory, tasks, and metad…
28626
NivaucchuRabuessa
Find every adverb in your text to tighten prose and enforce style guides. Highl…
N/A N/A 95
28627
rezapex
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
81
28628
xiaobenyang-com
json-rpc Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
N/A N/A 95
28629
xiaobenyang-com
Streamline development by automating code generation and fixes, file operations…
N/A N/A 95
28630
gott150
obsidian-mcp Claim
N/A N/A 95
28631
zerox12311
context7 Claim
N/A N/A 95
28632
automatikstudio
Provides comprehensive website auditing for SEO, performance, accessibility, an…
81
28633
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
28634
masflame
afrikure-mcp Claim
N/A N/A 95
28635 N/A N/A 95
28636
@Kapeli
dash-mcp-server Claim
N/A N/A 95
28637
automatikstudio
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
81
28638
bioanywhere
Enables AI applications to interact with the Base Network blockchain and Coinba…
81
28639
null
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
81
28640 N/A N/A 95
28641
sven-borkert
Provides centralized knowledge management for projects, allowing users to store…
N/A N/A 95
28642
MCP-Mirror
Enables image generation using Google's Gemini 2 API with customizable paramete…
81
28643
robawolf
n8nmcp Claim
N/A N/A 95
28644
checklist-day
checklist Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
28645
barflotek
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
28646
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
28647
Safra1976
mcp_trello Claim
N/A N/A 95
28648
MCP server for querying Factry Historian.
N/A N/A 61
28649
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
28650 N/A N/A 95
Showing 28601–28650 of 30006 servers
« Prev 1 571 572 573 574 575 601 Next »