MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67701 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 67702 |
prueba1
Claim
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| 67703 |
trafikverket-mcp
Claim
Provides real-time access to Swedish road weather, traffic cameras, road condit…
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| 67704 |
pentest-mcp-server
Claim
Wraps common web penetration testing tools in a Docker container and exposes th…
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| 67705 |
huly-mcp
Claim
Complete MCP server for Huly project management with 209 tools across 23 catego…
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| 67706 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 67707 |
MCP Latin Tools Server
Claim
Provides Latin NLP tools for tokenization, lemmatization, POS tagging, reported…
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| 67708 |
SAP S/4HANA MCP Server
Claim
Enables interaction with SAP S/4HANA systems via OData, allowing service discov…
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| 67709 |
Helps users decide what to eat by randomly selecting meals from a database of 1…
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| 67710 |
stargate-mcp
Claim
Integrates Asana, GitHub, and Slack into MCP-compatible clients like Claude and…
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| 67711 |
FGCLIP-MCP
Claim
MCP server for FG-CLIP embedding services enabling multi-modal similarity compu…
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| 67712 |
MCP ERPNext
Claim
Model Context Protocol (MCP) server for ERPNext - manage timesheets, leave appl…
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| 67713 |
kicad-mcp
Claim
Enables LLM agents to operate on KiCad by reading compressed schematics (TOON f…
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| 67714 |
ERPNext MCP Server
Claim
A production-ready server that enables AI assistants like Claude Desktop to sea…
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| 67715 |
NocoBase MCP Server
Claim
Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…
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| 67716 |
Parallel Browser MCP
Claim
MCP server for parallel browser automation across multiple providers.
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| 67717 |
coros-training-mcp
Claim
Running-first MCP server for COROS that allows authoring, editing, and scheduli…
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| 67718 |
tela
Claim
Self-hostable, markdown-native team wiki with a built-in MCP server: agents sea…
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| 67719 |
log-mcp-server
Claim
A log analysis MCP server that enables tailing, searching, filtering, and summa…
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| 67720 |
Haypile
Claim
Hybrid search over your local documents, with file and page citations. One bina…
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| 67721 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 67722 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
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| 67723 |
Homey MCP Server
Claim
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
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| 67724 |
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
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| 67725 |
HeyGen MCP Server
Claim
Enables AI assistants to generate AI avatar videos, manage templates, and work …
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| 67726 |
UCP MCP Storefront
Claim
A UCP-compliant MCP storefront server that exposes product catalog operations (…
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| 67727 |
Marrow
Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
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| 67728 |
react-hook-form-docs-mcp
Claim
Enables AI-powered semantic search over React Hook Form documentation, allowing…
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| 67729 |
jira_just_ai
Claim
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| 67730 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 67731 |
mcp-jp
Claim
MCP servers for Japanese SMB SaaS without their own MCP support, such as KING O…
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| 67732 |
context-passport
Claim
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| 67733 |
Slack MCP Server
Claim
Enables complete Slack integration through natural language in Cursor IDE, supp…
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| 67734 |
MCP Buste Paga
Claim
Parses Italian INAZ payslip PDFs into a local SQLite database, enabling AI clie…
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| 67735 |
Datavidence Financials
Claim
Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP t…
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| 67736 |
bluerock
Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
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| 67737 |
An MCP server that implements iterative refinement of responses through self-cr…
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| 67738 |
AURA MCP Server
Claim
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
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| 67739 |
Gemini Transcription MCP
Claim
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
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| 67740 |
lending-data-mcp-server
Claim
Exposes a governed lending portfolio (loans, customers, risk-tier history) to a…
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| 67741 |
evermemos-mcp
Claim
Long-term memory for AI coding assistants. Remembers context once and recalls i…
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| 67742 |
MCP Server
Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
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| 67743 |
mcp-leave-management
Claim
Exposes employee leave-management operations (add employees, check balance, app…
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| 67744 |
mcp
Claim
MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix P…
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| 67745 |
js_smithery-mcp
Claim
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| 67746 |
fixmypdf
Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
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| 67747 |
portainer-mcp
Claim
Enables AI assistants to manage Portainer container environments through natura…
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| 67748 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 67749 |
Acornio MCP Server
Claim
A Model Context Protocol server that provides access to knowledge base document…
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| 67750 |
Scrapes real-time gas prices from GasBuddy.com to find the cheapest fuel in any…
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