MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28601 |
Hello World MCP Server
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A simple Model Context Protocol server that demonstrates basic functionality wi…
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| 28602 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 28603 |
portt-ai
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| 28604 |
gg-smart-manager
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| 28605 |
whoop
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| 28606 |
SemiProcess MCP Server
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A specialized MCP server for semiconductor manufacturing that provides 8 tools …
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| 28607 |
ultrahuman
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Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 28608 |
MCP Brain Service
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Enables character management and semantic search for the Auto-Movie application…
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| 28609 |
mcp_project
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| 28610 |
mcp-manager
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Simple Web UI to install and manage MCP servers for Claude Desktop App.
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| 28611 |
mcpv1
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| 28612 |
pūrmemo
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AI conversation memory that works everywhere. Save and recall conversations acr…
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| 28613 |
Gibs
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Regulatory compliance API for AI agents. Classify AI systems by risk level and …
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| 28614 |
voice-sphere
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| 28615 |
Enables automated LinkedIn lead generation and outreach through profile search,…
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| 28616 |
reprompt
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Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
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| 28617 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
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| 28618 |
seizedata-mcp
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| 28619 |
test-mcp-smit
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| 28620 |
agent-payment-mcp
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Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 28621 |
ok
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| 28622 |
matlab-mcp-server
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Matlab MCP Server in python
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| 28623 |
indxr
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A fast codebase indexer and knowledge wiki for AI agents.
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| 28624 |
skybridge
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Skybridge is a framework for building ChatGPT & MCP Apps
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| 28625 |
A graph-friendly relational server that stores project memory, tasks, and metad…
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| 28626 |
adverb-checker
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Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 28627 |
Shopify MCP Server
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Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 28628 |
json-rpc
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Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
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| 28629 |
claude-code-mcp
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Streamline development by automating code generation and fixes, file operations…
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| 28630 |
obsidian-mcp
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| 28631 |
context7
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| 28632 |
SiteScore MCP Server
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Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 28633 |
Playwright MCP
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Enables browser automation through Playwright using accessibility tree snapshot…
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| 28634 |
afrikure-mcp
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| 28635 |
mcp-sse-test-4
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| 28636 |
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| 28637 |
HireScript MCP Server
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Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 28638 |
Base MCP Server
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Enables AI applications to interact with the Base Network blockchain and Coinba…
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| 28639 |
Smart‑Thinking
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Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 28640 |
mastra-course
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| 28641 |
Knowledge MCP Server
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Provides centralized knowledge management for projects, allowing users to store…
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| 28642 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 28643 |
n8nmcp
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| 28644 |
checklist
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Machine-first beacon of operational ground truth for AI agents. Library regist…
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| 28645 |
Bellink MCP Server
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Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
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| 28646 |
Generic MCP Server
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A dynamic server that automatically discovers and executes scripts from a tools…
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| 28647 |
mcp_trello
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| 28648 |
MCP server for querying Factry Historian.
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| 28649 |
Debug MCP Server
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Enables AI-powered debugging through structured logging with pattern recognitio…
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| 28650 |
epidemicsound-mcp
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