MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 47851 |
personal-mcp
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Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
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| 47852 |
agent-memory
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MCP server providing persistent memory management for AI agents using SQLite an…
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| 47853 |
vibetutor-mcp
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Personal AI tutor MCP that automatically generates structured coding practice m…
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| 47854 |
Gmail MCP Server
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A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
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| 47855 |
Enables AI assistants to manage inFlow Inventory, including products, sales ord…
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| 47856 |
Rechtspraak MCP Server
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MCP server for searching and analyzing Dutch case law with advanced search, fac…
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| 47857 |
lucide-svg-mcp
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An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
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| 47858 |
Ad Creative MCP Server
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An MCP server that validates, resizes, and optimizes advertising creative asset…
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| 47859 |
mcp-service
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A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
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| 47860 |
AI/LLM agent output audit MCP: policy eval, tamper-evident chain, AI safety, x4…
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| 47861 |
Weeek MCP Server
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Full-featured MCP server integrating all 71 endpoints of the Weeek API as MCP t…
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| 47862 |
mc-mcp-server
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Enables AI-driven interactions with Minecraft through a WebSocket-based server …
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| 47863 |
Volta Notes
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Burn-after-read encrypted notes on the Internet Computer. Share passwords, keys…
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| 47864 |
repo-index-mcp
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A local codebase retrieval tool that indexes a git repository into SQLite and p…
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| 47865 |
wpa-mcp
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MCP server analyzing Windows ETW (.etl) traces — 54 tools spanning CPU/wait sta…
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| 47866 |
mcp-zap
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MCP server for sending and receiving WhatsApp messages through Evolution API, e…
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| 47867 |
D&D Knowledge Navigator
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Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
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| 47868 |
EduChain MCP Server
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Integrates with Claude Desktop to generate educational content such as multiple…
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| 47869 |
langfuse-mcp-python
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A Model Context Protocol (MCP) server for comprehensive monitoring and observab…
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| 47870 |
Searches AustLII for Australian legislation and case law, enabling AI agents to…
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| 47871 |
local-mmcp
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Local multimodal MCP server for vision, document, audio, video, and GUI automat…
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| 47872 |
targetprocess-mcp-server
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Enables AI assistants to query, create, and manage Targetprocess entities like …
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| 47873 |
athena-mcp
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Enables users to execute SQL queries, manage workgroups, databases, tables, and…
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| 47874 |
mcp-server
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Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and…
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| 47875 |
Kalshi MCP Server
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FastMCP server for Kalshi's Trade API, enabling interaction with prediction mar…
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| 47876 |
fast-odoo-mcp
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An MCP server that enables AI assistants to interact with Odoo ERP systems, all…
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| 47877 |
usaspending-mcp-server
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Interact with USASPENDING.gov to track government spending over time, search by…
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| 47878 |
mcp-system-monitor
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Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 47879 |
mcp-file-lens
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An MCP server that provides a flexible lens into directory structures and files…
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| 47880 |
MLX MCP Server
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Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 47881 |
hwp-form-automation-mcp
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Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…
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| 47882 |
Books Mandala MCP
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MCP server enabling AI assistants to search, browse, and discover books from Bo…
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| 47883 |
resend-mcp-server
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Enables Claude to send emails via the Resend API using the send_email tool.
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| 47884 |
kat-tribute-mcp
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MCP server for foldkit that provides tools and resources for the 7-prime spine,…
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| 47885 |
Provides a standardized interface for interacting with Semrush's tools and serv…
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| 47886 |
open-projects
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Project management CLI + MCP server for AI agents. Register projects once, open…
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| 47887 |
Browser MCP Server
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Enables AI agents to understand web page structure and content through structur…
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| 47888 |
MSSQL MCP Python Server
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MCP server for safely exposing SQL Server database capabilities to LLM clients,…
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| 47889 |
BioPharma Sentinel
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High-strategic intelligence platform for life sciences that enables real-time c…
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| 47890 |
Enables dynamic and reflective problem-solving through a structured thinking pr…
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| 47891 |
opencode-webmcp
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Bridges OpenCode to Chromium's WebMCP API, exposing WebMCP tools from a webpage…
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| 47892 |
After Effects MCP
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Connects your AI assistant to afterAI, a hosted After Effects pipeline. Edit ra…
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| 47893 |
MCP Subagents
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Enables hierarchical task planning and execution through recursive code and ana…
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| 47894 |
Windbg-MCP
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Enables AI-driven WinDbg kernel debugging via the Model Context Protocol, allow…
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| 47895 |
context-studio
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MCP server for Context Studio, a file-based CMS for governed marketing document…
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| 47896 |
Enables AI-assisted task management by extracting and querying Obsidian Tasks f…
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| 47897 |
langgraph-clean-arch
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MCP server implementing clean architecture with LangGraph for building and mana…
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| 47898 |
mcp-vector-search
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A CLI-first semantic code search tool with MCP integration for AI assistants, e…
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| 47899 |
Qdrant MCP Server
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Enables interaction with Qdrant vector database for storing, searching, and man…
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| 47900 |
google-docs-mcp
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MCP server for Google Docs integration with comprehensive document operations s…
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