MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 3 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61751 |
AI explainability and transparency reports for AI agents. Instant transparency …
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| 61752 |
bank.mcp
Claim
MCP server that turns bank transactions into a financial digest including cash-…
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| 61753 |
onec-odata-mcp
Claim
Bridges AI agents to 1C:Enterprise via OData, enabling natural language queries…
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| 61754 |
pharos-guardskill
Claim
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
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| 61755 |
groq-compound-mcp-server
Claim
Enables interaction with Groq models, including compound models, through tools …
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| 61756 |
upsprint-mcp
Claim
Enables AI models to interact with the Upsprints API for managing users, compan…
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| 61757 |
MCP SSH Manager
Claim
MCP server for managing remote servers via SSH, enabling command execution, fil…
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| 61758 |
Radix UI MCP Server
Claim
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
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| 61759 |
Kawakami MCP Server
Claim
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
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| 61760 |
Buildez MCP Server
Claim
Enables AI assistants to build complete, live websites from natural language de…
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| 61761 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
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| 61762 |
tradingview-mcp-server
Claim
MCP server for TradingView's market screener API, enabling stock, forex, crypto…
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| 61763 |
time-mcp-local
Claim
Provides current time and timezone conversion using IANA timezone names, with a…
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| 61764 |
puppeteer-mcp-claude
Claim
Browser automation MCP server for Claude, powered by Puppeteer.
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| 61765 |
fallhronboard-mcp
Claim
MCP server for the foldkit framework, exposing 7-prime spine, κ-bands, and fold…
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| 61766 |
SpecForge
Claim
SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …
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| 61767 |
mcp-airnow
Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
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| 61768 |
reddit-mcp-server
Claim
Enables AI assistants to browse Reddit, analyze stock buzz, and detect trending…
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| 61769 |
macos-mail-mcp
Claim
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
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| 61770 |
mindcore-mcp
Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
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| 61771 |
Trace MCP
Claim
Static analysis engine that detects schema mismatches between data producers (l…
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| 61772 |
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
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| 61773 |
nga-mcp-server
Claim
Enables AI agents to fetch and browse NGA game forum content, including posts, …
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| 61774 |
MQTT MCP Server
Claim
Enables LLM agents to securely monitor and control MQTT devices for building au…
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| 61775 |
paper-mcp
Claim
Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) +…
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| 61776 |
tts-mcp
Claim
Profile-driven MCP server for Google Cloud Text-to-Speech that exposes tools to…
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| 61777 |
Pepe-MCP-Server
Claim
Provides AI-powered research capabilities through Perplexity's web interface, e…
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| 61778 |
google-health-mcp-server
Claim
MCP server to read daily activity, sleep, heart rate, and body metrics from Goo…
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| 61779 |
FDA API MCP Service
Claim
Enables searching FDA food recalls and adverse event reports through natural la…
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| 61780 |
DevForge-MCP
Claim
A production-ready MCP server that enables AI assistants to intelligently under…
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| 61781 |
Active MCP
Claim
A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
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| 61782 |
evil-mcp-server
Claim
Simulates malicious behaviors and attack vectors for security testing and educa…
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| 61783 |
mcpgrowcrm
Claim
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| 61784 |
trip-planner-mcp
Claim
Enables AI agents to plan trips by searching flights, accommodations, and activ…
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| 61785 |
adaddaadaaa
Claim
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| 61786 |
Azure Diagram MCP Server
Claim
A remotely-hosted MCP server that generates Azure architecture diagrams from ag…
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| 61787 |
meridian-mcp
Claim
A timezone-aware MCP server that converts times, looks up current local times, …
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| 61788 |
alpha-forge-mcp
Claim
AlphaForge quant CLI as an MCP server — backtest, optimize (Optuna TPE), and wa…
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| 61789 |
Gmail MCP Server
Claim
Enables AI assistants to read unread Gmail emails and create draft replies, wit…
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| 61790 |
gke-cred-audit
Claim
Defensive credential-exposure auditor for GKE that inventories workload identit…
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| 61791 |
weather-mcp-server
Claim
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| 61792 |
Fetches YouTube video transcripts with timestamps and provides them to LLM agen…
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| 61793 |
Transforms messy commit histories into clean, secure repositories by scanning f…
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| 61794 |
Project Planner MCP
Claim
MCP server for structured Laravel project planning. Scans projects, creates tic…
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| 61795 |
Effect Q&A MCP Server
Claim
Fetches category data from a Q&A service API and returns a markdown summary gro…
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| 61796 |
copilot-status-mcp
Claim
MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…
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| 61797 |
ONE-MCP
Claim
MCP server for the ONE Framework ERP that enables Claude to explore data models…
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| 61798 |
browser-mcp-server
Claim
A Model Context Protocol (MCP) server that provides browser automation capabili…
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| 61799 |
mcp-clickhouse
Claim
An MCP server for ClickHouse with enhanced filtering for database and table dis…
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| 61800 |
A Model Context Protocol (MCP) server that provides AI assistants with safe, st…
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