MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29601 |
Job descriptions, skills, education requirements, and wage data
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| 29602 |
vsfclubnew3
Claim
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| 29603 |
clac
Claim
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| 29604 |
MCPower Security Proxy
Claim
Security proxy that wraps MCP servers with real-time monitoring and policy enfo…
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| 29605 |
App Store and Play downloads and charts over time, Android uses bundle ID. Free…
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| 29606 |
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
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| 29607 |
quickchat-ai-mcp
Claim
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-ti…
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| 29608 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
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| 29609 |
Vibe Blocks MCP
Claim
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
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| 29610 |
random-generator
Claim
Generate cryptographically secure integers, floats, bytes, UUIDs, strings, bool…
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| 29611 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 29612 |
adzuna-job-search-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 29613 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 29614 |
cf-ai
Claim
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| 29615 |
A server that likely facilitates integration between GitHub Copilot and Visual …
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| 29616 |
sqlite-mcp-server7
Claim
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| 29617 |
mcp-hello
Claim
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| 29618 |
Reports MCP Server
Claim
Enables management of penetration testing reports and vulnerabilities through a…
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| 29619 |
gsap_animation_generate
Claim
Create precise, production-ready GSAP animations from any request. Debug issues…
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| 29620 |
beeeeper
Claim
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| 29621 |
A comprehensive production-ready MCP server with AI integration, plugin managem…
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| 29622 |
freshrelease
Claim
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| 29623 |
MS SQL MCP Server
Claim
A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 29624 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 29625 |
chipi-v0-shadcn
Claim
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| 29626 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 29627 |
Google Drive integration with file operations, folder navigation, search, and s…
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| 29628 |
Proxmox MCP Server
Claim
An enterprise-grade management tool that enables Claude Code to securely intera…
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| 29629 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 29630 |
test-demo
Claim
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| 29631 |
example-mcp-server-stdio
Claim
example-mcp-server-stdio
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| 29632 |
test-test-test
Claim
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| 29633 |
vmware-aria-logs
Claim
MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight).…
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| 29634 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 29635 |
Deepseek Thinker
Claim
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
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| 29636 |
Hosted MCP server for AI-driven data ops. Create apps, manage schemas, and CRUD…
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| 29637 |
mcp-wp
Claim
A full control with your WP site
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| 29638 |
searxng-mcp
Claim
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
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| 29639 |
MCP Quality Hub
Claim
Provides comprehensive code quality tools including linting, security scanning,…
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| 29640 |
server
Claim
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| 29641 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 29642 |
PageShot MCP
Claim
Capture webpage screenshots with format, viewport, and dark mode options
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| 29643 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 29644 |
AURA MCP Server
Claim
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
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| 29645 |
my-mcp-server
Claim
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| 29646 |
threadline
Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
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| 29647 |
## Pest Sentinel MCP Server
AI-powered pest risk intelligence for **500+ zones…
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| 29648 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 29649 |
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
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| 29650 |
Strapi Connector
Claim
Manage Strapi content and media from one place. Browse content types and compon…
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