MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 5 hours, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43751 |
neo4j-gds
Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
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| 43752 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 43753 |
Retrograde MCP
Claim
A Model Context Protocol server that provides real astronomical data (planetary…
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| 43754 |
Office MCP Server
Claim
Connects Claude with Microsoft 365 services such as Email, Calendar, Teams, One…
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| 43755 |
MCP Datadog Server
Claim
Enables AI assistants to interact with Datadog APIs for querying metrics, logs,…
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| 43756 |
Sleeper MCP Server
Claim
Enables natural language interaction with Sleeper Fantasy Football API data, al…
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| 43757 |
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
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| 43758 |
oro-intel-mcp
Claim
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
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| 43759 |
kumbaya-mcp
Claim
Live access to Kumbaya's DEX, launchpad, social data, and search on MegaETH thr…
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| 43760 |
k8s-mcp
Claim
A lightweight MCP server that enables AI assistants to deploy, inspect, and ope…
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| 43761 |
brs-docs-mcp
Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
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| 43762 |
falcon-mcp-server
Claim
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
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| 43763 |
Provides access to the Allen Institute for Brain Science API, enabling queries …
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| 43764 |
ProDoctor MCP Server
Claim
Exposes the ProDoctor Cloud API as MCP tools for AI agents to manage appointmen…
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| 43765 |
1c-buddy-mcp
Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
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| 43766 |
Infura MCP Server
Claim
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
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| 43767 |
sumo-mcp
Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 43768 |
IzmirDamMcp
Claim
FastMCP server that provides daily water status and occupancy rates for dams in…
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| 43769 |
trollspace-mcp
Claim
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
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| 43770 |
Motion MCP Server
Claim
Enables natural language management of Motion tasks, projects, schedules, and m…
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| 43771 |
AigoHotel MCP Server
Claim
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 43772 |
LinkedIn MCP Server
Claim
Enables Claude to interact with LinkedIn for posting, commenting, sharing media…
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| 43773 |
Provides persistent AI memory and visual analysis tools for any MCP-compatible …
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| 43774 |
Google Cloud MCP Server
Claim
Provides tools and context for interacting with Google Cloud services, enabling…
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| 43775 |
Homelab MCP Server
Claim
Extensible MCP server for managing a homelab from Claude AI, enabling control o…
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| 43776 |
mcp101
Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
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| 43777 |
Namu Watcher
Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
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| 43778 |
Euclid-MCP
Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
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| 43779 |
skills-compat-manager
Claim
MCP server for managing AI agent skills with pre-flight compatibility checks, e…
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| 43780 |
ask-another
Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
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| 43781 |
MCP Shopify Admin Server
Claim
Exposes Shopify Admin API capabilities to LLMs, enabling product, order, custom…
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| 43782 |
Enables web scraping with JavaScript disabled and network request monitoring, u…
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| 43783 |
mcp-erp
Claim
MCP server for interacting with an ERP system via REST API, featuring Microsoft…
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| 43784 |
thmh
Claim
MCP server providing component catalog tools (search_components, get_component_…
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| 43785 |
mcp-search-kivest
Claim
Provides AI-powered search, web search, image search, video search, news search…
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| 43786 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 43787 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 43788 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 43789 |
A human-in-the-loop browser MCP server that pauses for user actions like login …
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| 43790 |
MCP-Artisan
Claim
A secure MCP server with a workspace sandbox for AI agents to manage prompts, s…
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| 43791 |
realfavicon-mcp
Claim
MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
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| 43792 |
marketifyall-mcp
Claim
A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
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| 43793 |
1C_MCP_SERVER_OWN
Claim
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
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| 43794 |
Poco MCP Service
Claim
Independent MCP service module for Poco, providing analytics and management too…
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| 43795 |
uploadthing-mcp
Claim
MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
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| 43796 |
mcp-agent-relay
Claim
A durable MCP-native job relay that enables agents to dispatch work to each oth…
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| 43797 |
arcframe-mcp
Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
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| 43798 |
Provides tools to search and retrieve detailed information about airports and s…
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| 43799 |
Twitter241 MCP Server
Claim
Provides tools to access Twitter data including tweets, user profiles, communit…
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| 43800 |
ibanchecker-mcp
Claim
IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
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