MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
Newly Added
QuintaDB organikpi SocialDataX 微博 Weibo MCP SocialDataX 微信视频号 WeChat Channels MCP sixta-connect| # | Server | Score ↓ | ||||||||
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| 51101 |
MediLinkAI
Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
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| 51102 |
Enables AI agents to query a GitHub user's public profile, repositories, langua…
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| 51103 |
telegram-notifier-mcp
Claim
Enables sending Telegram notifications from an MCP client using a bot token and…
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| 51104 |
nous
Claim
Provides a persistent project memory for AI assistants via MCP tools, enabling …
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| 51105 |
Enables AI assistants to manage Docker containers and Kubernetes resources thro…
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| 51106 |
mcp-timer-server
Claim
Provides accurate system time to LLM applications with multi-timezone support v…
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| 51107 |
A local MCP server providing text utilities, math functions, and a persistent t…
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| 51108 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 51109 |
mcp-ssh
Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
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| 51110 |
websearch-deepseek
Claim
A general MCP server providing web search capabilities using DeepSeek's native …
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| 51111 |
MCP Image Server
Claim
An intelligent MCP server that searches for images, labels them, combines them …
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| 51112 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 51113 |
vessel-traffic-mcp
Claim
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
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| 51114 |
Shopee MCP Server
Claim
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
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| 51115 |
advertising-analysis
Claim
Analyze code to surface issues and improvements, and receive concise developer …
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| 51116 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 51117 |
menami
Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
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| 51118 |
A remote MCP server deployed on Cloudflare Workers that provides Cloudflare obs…
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| 51119 |
browser-use-mcp-server
Claim
browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
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| 51120 |
Inliner MCP Server
Claim
Enables AI coding agents to manage image projects, generate and edit images, an…
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| 51121 |
Apple Music MCP
Claim
MCP server for controlling Apple Music on macOS using JXA (JavaScript for Autom…
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| 51122 |
01 Protocol MCP Server
Claim
Enables creation, verification, and evolution of cryptographically verifiable A…
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| 51123 |
eq-reference-mcp
Claim
MCP server for searching, browsing, solving, and interpolating engineering equa…
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| 51124 |
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
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| 51125 |
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
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| 51126 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 51127 |
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
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| 51128 |
mcp-data-summary
Claim
Enables LLMs to generate visual summary reports from CSV datasets using MCP Res…
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| 51129 |
hepdata-mcp
Claim
Enables discovery of HEPData records, tables, and data access with read-only op…
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| 51130 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 51131 |
AI Assistant MCP Server
Claim
MCP server providing tools to chat with an AI agent, fetch weather data, and mo…
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| 51132 |
briefkit-mcp-server
Claim
Generate engineer-grade SaaS specifications — design systems, database schemas,…
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| 51133 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 51134 |
beacon-mcp
Claim
MCP server for the beacon log analytics platform, exposing beacon's REST API as…
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| 51135 |
mcp-hackathon-africa
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| 51136 |
Discogs MCP Server
Claim
Enables finding the best-sounding pressing of an album and mood- and taste-base…
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| 51137 |
Google MCP Server
Claim
Enables appending formatted content to Google Docs and creating styled Gmail dr…
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| 51138 |
cqc-compliance-mcp
Claim
cqc-compliance-mcp for domiciliary opticians
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| 51139 |
claude-ssh-server
Claim
Enables direct SSH connections with IP, username, and password without any conf…
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| 51140 |
cortex-brain
Claim
An MCP server that enables AI agents to search, read, and contribute to a struc…
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| 51141 |
Obsidian MCP Server
Claim
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
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| 51142 |
ltagent-mcp
Claim
Generates, simulates, and inspects LTspice circuits via MCP tools and resources…
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| 51143 |
Proxmox MCP Server
Claim
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
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| 51144 |
Enables users to retrieve and structure shipment tracking information from DB S…
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| 51145 |
Oneiros MCP Server
Claim
Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
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| 51146 |
PointsYeah MCP Server
Claim
Enables award flight search across 20+ airline programs using PointsYeah, with …
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| 51147 |
Provides local image analysis tools using Pillow for dimensions, colors, metada…
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| 51148 |
Owid
Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
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| 51149 |
codex-in-claude
Claim
Call OpenAI Codex from Claude Code for independent second opinions, structured …
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| 51150 |
crossref-mcp
Claim
Enables retrieval of academic literature metadata via DOI or search using the C…
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