MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56851 |
Brand Images → Notion
Claim
Enriches Claude with tools to generate brand-consistent images using OpenAI's g…
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| 56852 |
Nuclino MCP Server
Claim
Provides access to Nuclino content through structured search and retrieval tool…
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| 56853 |
ComfyUI-AnimaTool
Claim
Enables AI agents to generate anime-style images using ComfyUI and Anima models…
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| 56854 |
ErrorLens MCP
Claim
Provides structured error classification and recovery guidance for MCP agents, …
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| 56855 |
quicksight-mcp
Claim
Enables natural language interaction with AWS QuickSight for building, editing,…
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| 56856 |
terminal-cookie
Claim
Enables Claude AI to play a cookie-themed dungeon RPG, including clicking cooki…
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| 56857 |
Zendesk API MCP Server
Claim
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
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| 56858 |
woodpecker-mcp
Claim
MCP server that connects AI assistants to Woodpecker CI for debugging pipeline …
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| 56859 |
expert-mcp-server
Claim
Enables MCP-compatible agents to query beliefs, search documents, and explore r…
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| 56860 |
mql5-help-mcp
Claim
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
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| 56861 |
Ableton Cookbook MCP
Claim
Bridges AI assistants with Ableton Live, enabling real-time control, offline pr…
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| 56862 |
Spica MCP Server
Claim
MCP server that enables AI agents to interact with Spica servers, managing data…
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| 56863 |
DAMI Robot MCP Server
Claim
Connects to Moodle API to enable a voice robot to query student information suc…
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| 56864 |
A Model Context Protocol (MCP) server that connects to a PostgreSQL database to…
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| 56865 |
aidevtube-mcp
Claim
Enables semantic search over per-video summaries from curated AI/coding YouTube…
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| 56866 |
Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…
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| 56867 |
A Model Context Protocol server that provides AI assistants with access to Inst…
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| 56868 |
claude-design-mcp
Claim
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
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| 56869 |
mcp-arcgis-loudoun
Claim
Provides access to Loudoun County, Virginia open geospatial data through ArcGIS…
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| 56870 |
reflag
Claim
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| 56871 |
KatokMcp
Claim
KatokMCP lets AI assistants (Claude, OpenClaw, etc.) control KakaoTalk — Korea'…
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| 56872 |
moysklad-mcp-ru
Claim
Enables AI agents to read and write MoySklad inventory, orders, reports, and do…
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| 56873 |
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
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| 56874 |
FlightTicketMCP
Claim
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
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| 56875 |
Arr Suite MCP Server
Claim
Enables AI assistants to manage media automation services like Sonarr, Radarr, …
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| 56876 |
odoo-mcp-gateway
Claim
Adds team-gateway mode and Microsoft SSO to Odoo MCP, allowing business users t…
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| 56877 |
anki-mcp
Claim
Enables safe, review-first Anki authoring with tools to inspect structure, crea…
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| 56878 |
Enables AI assistants to manage Backendless applications, including databases, …
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| 56879 |
Fandom Wiki MCP Server
Claim
A generic MCP server that allows searching and retrieving articles, summaries, …
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| 56880 |
hailuo-mcp
Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
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| 56881 |
telegram-mcp-kit
Claim
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
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| 56882 |
remote-mcp-server
Claim
Enables running an MCP server on Cloudflare Workers with OAuth authentication, …
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| 56883 |
mcp-archimedes
Claim
Discover verified deep-tech engineering bounties from any AI agent.
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| 56884 |
Elasticsearch MCP Server
Claim
MCP server that provides tools and resources to interact with Elasticsearch clu…
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| 56885 |
Korea Trip Concierge
Claim
An MCP server that helps foreign tourists in Korea find places, shops, transpor…
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| 56886 |
Rutherford MCP Server
Claim
Enables one AI coding agent to delegate tasks to, and build consensus across, m…
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| 56887 |
Orchestra MCP Server
Claim
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
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| 56888 |
mcp-data-dc
Claim
Enables querying Washington DC open data from opendata.dc.gov and ArcGIS REST A…
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| 56889 |
Burnlore
Claim
A perpetual, crowd-written AI novel — fetch an assignment, write a chapter, sub…
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| 56890 |
MCPaeroedu
Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
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| 56891 |
MCP-Coinglass
Claim
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
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| 56892 |
llama-diffusion-mcp
Claim
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
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| 56893 |
ProofBase MCP Server
Claim
An AI-powered server that generates realistic, customizable customer testimonia…
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| 56894 |
Angel One MCP Server
Claim
Provides comprehensive trading and market data functionality for Indian equity …
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| 56895 |
BMI Kit
Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
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| 56896 |
mcp-ai-agent-server
Claim
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
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| 56897 |
bidda-compliance
Claim
10,065 source-verified compliance nodes, 39 pillars, 25 MCP tools (EU AI Act, G…
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| 56898 |
A secure tool bridge to Google Docs and Gmail via OAuth 2.0, with a console app…
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| 56899 |
retroachievements-mcp
Claim
Enables querying and managing RetroAchievements data, including user profiles, …
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| 56900 |
bibtex-mcp
Claim
CLI and MCP server for fetching multiple BibTeX options from Google Scholar's v…
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