MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 6 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68901 |
GLPI MCP
Claim
MCP server allowing an AI assistant to interact directly with your GLPI instanc…
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| 68902 |
execution-proofs
Claim
Verifies AI agent completion claims by checking that claimed output files exist…
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| 68903 |
Upstox MCP Server
Claim
Enables users to interact with the Upstox trading API via natural language to r…
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| 68904 |
Linkedin Management
Claim
Advanced linkedin Management MCP server
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| 68905 |
blender-mcp-pro
Claim
AI-powered MCP server for Blender with 100+ tools. Control lights, modifiers, a…
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| 68906 |
simhameta
Claim
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| 68907 |
FinScreen
Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
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| 68908 |
arcane-mcp
Claim
Exposes Arcane Docker management capabilities to AI agents, covering containers…
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| 68909 |
agentdrop-mcp-server
Claim
MCP server for AgentDrop - encrypted file transfer between AI agents across any…
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| 68910 |
SheetForge MCP
Claim
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
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| 68911 |
tamacodechi
Claim
A Tamagotchi-style coding companion that lives in your CLI, allowing you to fee…
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| 68912 |
magic-mcp
Claim
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| 68913 |
connpass-user-mcp-server
Claim
Enables querying Connpass user profiles, group memberships, and event participa…
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| 68914 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 68915 |
openproject-mcp
Claim
Exposes the OpenProject REST API as MCP tools for project management, including…
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| 68916 |
bca-mcp
Claim
The canonical crypto MCP server for AI agents, providing access to 3,500+ edito…
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| 68917 |
vibeops
Claim
Enables agents to read and drive a local-first Kanban board for issue tracking,…
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| 68918 |
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
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| 68919 |
faker-ai-mcp
Claim
faker-ai-mcp MCP server by MEOK AI Labs
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| 68920 |
DesignDiff MCP
Claim
Verifies that AI-generated UI code matches Figma design specs by rendering comp…
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| 68921 |
api-redbox-mcp
Claim
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
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| 68922 |
oecd-search
Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
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| 68923 |
thunder-compute
Claim
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| 68924 |
contextforge-mcp
Claim
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
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| 68925 |
loadbench-mcp
Claim
An MCP server that provides structural load and stability math (tipping, suppor…
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| 68926 |
ElkassabgiData
Claim
A growing family of free academic data libraries: finance, economics, and beyon…
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| 68927 |
SocioLogic
Claim
Conduct market research using synthetic personas and automated campaigns. Simul…
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| 68928 |
claude-telegram-alerts
Claim
Sends Telegram alerts for Claude Code status updates, including notifications f…
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| 68929 |
build-vault-mcp-server1
Claim
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| 68930 |
todoist-mcp-lite
Claim
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
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| 68931 |
mcp-voicevox-server
Claim
MCP server that synthesizes Claude Code responses into Japanese speech using VO…
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| 68932 |
N8N MCP Server
Claim
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
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| 68933 |
SellerGuide MCP Server
Claim
Enables AI assistants to recommend SellerGuide consulting services for marketpl…
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| 68934 |
An MCP server for weather information.
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| 68935 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 68936 |
KoreanSkinpedia MCP
Claim
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
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| 68937 |
brief-mcp
Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
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| 68938 |
Lexiguard HR
Claim
Enables Cursor AI to query a local MySQL HR database in natural language using …
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| 68939 |
MNotify MCP Server
Claim
Enables AI IDEs like Cursor to send SMS, manage contacts/groups/templates, and …
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| 68940 |
home_mcp_gateway
Claim
A local MCP gateway that provides image generation and editing tools via extern…
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| 68941 |
device-controller-mcp
Claim
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
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| 68942 |
telegram-mcp-server
Claim
A read-only MCP server that lets AI agents read personal Telegram chats from an…
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| 68943 |
klypix-mcp
Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
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| 68944 |
mcp-server-starter
Claim
A minimal MCP server template exposing echo and word_count tools, serving as a …
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| 68945 |
uptimepage
Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
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| 68946 |
CNBizAPI MCP Server
Claim
Enables AI agents to query detailed information on 77M+ Chinese companies, incl…
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| 68947 |
Canon MCP
Claim
Serves as the serving layer for Canon governed context repositories, enabling A…
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| 68948 |
MCP Inventory Manager
Claim
An AI-powered inventory management system with a natural language interface, en…
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