MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48851 |
spotify-mcp-server
Claim
Enables natural language control of Spotify, including search, playback, and de…
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| 48852 |
voz-knowledge-mcp
Claim
Crawl and archive VOZ threads, with search and summarization capabilities for A…
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| 48853 |
hip4-mcp
Claim
Provides read-only tools for discovering, analyzing, and monitoring Hyperliquid…
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| 48854 |
yandex-tracker-mcp
Claim
MCP server for Yandex Tracker API.
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| 48855 |
Gmail MCP Server
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
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| 48856 |
ui-diff-mcp
Claim
Enables comparison of mobile app screenshots against design mockups, with Calor…
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| 48857 |
Bitbucket MCP
Claim
MCP server for Bitbucket Cloud, focused on pull-request review workflows
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| 48858 |
fdd
Claim
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| 48859 |
Legacy Loop MCP Server
Claim
Enables AI assistants to create, manage, and discover family gift registries. U…
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| 48860 |
else_when
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| 48861 |
gleif-mcp-server
Claim
A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 48862 |
vs-mcp-server
Claim
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
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| 48863 |
chrome-cookies-mcp
Claim
An MCP server that reads decrypted cookies from a running Chrome instance via t…
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| 48864 |
mcp-devops-server
Claim
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 48865 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
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| 48866 |
aula-mcp
Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
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| 48867 |
Git MCP Server
Claim
A secure and scalable Git MCP server giving AI agents powerful version control …
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| 48868 |
gomag-mcp
Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
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| 48869 |
SEO MCP Connector
Claim
Local management console and permission wrapper for integrating Google Search C…
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| 48870 |
polymarket-mcp
Claim
Enables AI agents to discover and analyze prediction markets, execute trades, a…
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| 48871 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 48872 |
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
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| 48873 |
perf-mcp
Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
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| 48874 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 48875 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 48876 |
DevDocs MCP Server
Claim
Enables AI assistants like Claude to search and retrieve technical documentatio…
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| 48877 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 48878 |
MCP server providing personalized greetings with AI-powered tools using Spring …
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| 48879 |
ComfyUI MCP
Claim
Generate and manage ComfyUI media through the Model Context Protocol.
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| 48880 |
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| 48881 |
Easy MCP RAG
Claim
An MCP server for RAG using Qdrant that automatically indexes documents from di…
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| 48882 |
mcp-materials
Claim
Provides computed (DFT) materials structures and thermodynamic properties throu…
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| 48883 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 48884 |
software3
Claim
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| 48885 |
Eight Sleep MCP
Claim
Unofficial MCP server for Eight Sleep, reverse-engineered from observed mobile …
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| 48886 |
Enables AI assistants to search, explore, and query Calgary's open data portal …
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| 48887 |
Gemini Design MCP Server
Claim
Generates frontend UI code from text descriptions, screenshots, or iterative re…
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| 48888 |
youtube-content
Claim
Enables AI-powered YouTube content management using Claude Code to orchestrate …
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| 48889 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 48890 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
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| 48891 |
Spotify MCP Server
Claim
Dual-mode tool server for controlling Spotify through terminal or AI assistants…
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| 48892 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 48893 |
LM Studio MCP Server
Claim
Enables AI assistants to manage LM Studio models, including listing, loading, a…
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| 48894 |
MCP server for desktop notifications over stdio
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| 48895 |
soldefi-mcp
Claim
Paid access to Solana DeFi risk intelligence — rug/honeypot scans, liquidity-po…
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| 48896 |
An MCP server for weather information.
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| 48897 |
Solscan MCP Server
Claim
Provides LLMs with real-time access to Solana blockchain data through Solscan A…
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| 48898 |
Brandcode MCP
Claim
Make your brand machine-readable. Extract identity from any website into tokens…
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| 48899 |
COBOL Bridge MCP
Claim
AI-assisted COBOL to modern stack bridge that parses COBOL programs, maps to Py…
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| 48900 |
mcp-server-joeleesuh
Claim
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