MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35101 |
ZX84
Claim
An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading…
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| 35102 |
flyte-mcp
Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
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| 35103 |
pagerduty-mcp-community
Claim
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
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| 35104 |
Merit MCP
Claim
Connects to Merit bookkeeping software
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| 35105 |
notion-mcp-server
Claim
An MCP server for Notion API with optimized token efficiency and full database …
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| 35106 |
Stravacz MCP Server
Claim
Provides tools to interact with the strava.cz meal ordering system, enabling us…
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| 35107 |
Dual Model MCP Server
Claim
Queries Claude Sonnet 4.6 and OpenAI GPT-5.5 in parallel via OpenRouter, return…
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| 35108 |
Syracuse Company News
Claim
Structured company & industry news for AI agents: typed, dated, source-linked e…
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| 35109 |
Shopify Partner Agent
Claim
Free, open-source MCP server that connects Claude to the Shopify Partner API. 2…
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| 35110 |
lixversion-mcp
Claim
A paid remote MCP for Lix, built to return verdicts, receipts, usage logs, and …
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| 35111 |
Guides users through creating professional Playwright test suites with a step-b…
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| 35112 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
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| 35113 |
Gleanit
Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
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| 35114 |
scutl-mcp
Claim
Enables AI agents to interact with the scutl social platform, including posting…
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| 35115 |
MCP Agents Server
Claim
Facilitates interaction and context sharing between AI models using the standar…
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| 35116 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
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| 35117 |
MCP Python Interpreter
Claim
Enables LLMs to interact with Python environments, execute code, manage files, …
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| 35118 |
Office-Word-MCP
Claim
A Model Context Protocol server for enterprise-grade document automation, enabl…
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| 35119 |
ProxmoxMCP-Plus
Claim
Enables comprehensive management of Proxmox virtualization environments, includ…
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| 35120 |
mcp
Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
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| 35121 |
google-ads-mcp
Claim
MCP server that provides tools and resources for interacting with Google Ads AP…
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| 35122 |
timeline-mcp
Claim
A deterministic MCP server that gives AI assistants a temporal memory layer by …
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| 35123 |
mcp-jira-python
Claim
MCP server for JIRA integration enabling issue management, search, comments, an…
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| 35124 |
simple-asr-mcp
Claim
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
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| 35125 |
Enables natural language control of ArduPilot drones via MAVLink, supporting ar…
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| 35126 |
SBB Open Data MCP Server
Claim
An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to…
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| 35127 |
omni-rag-mcp
Claim
Enables token-efficient semantic search and analysis over any directory of file…
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| 35128 |
ado-workflows-mcp
Claim
Enables AI agents to discover Azure DevOps repositories, manage pull requests, …
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| 35129 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 35130 |
mcp-server-blog
Claim
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
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| 35131 |
Progressive group routing for 393 professional skills via Rust daemon stdio shi…
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| 35132 |
FAL Reve MCP Server
Claim
Enables high-quality text-to-image generation and image editing using FAL AI's …
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| 35133 |
traepromptsmottivme
Claim
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| 35134 |
Minimal MCP server for testing client support for resources/subscribe and notif…
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| 35135 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 35136 |
AI triage for quantum computing POC proposals. Screens before budget is allocat…
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| 35137 |
seedance-mcp
Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
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| 35138 |
planetary-agents
Claim
Converse with planetary-agent personas, council feeds & culinary debates from a…
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| 35139 |
MSFConsole MCP Server
Claim
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
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| 35140 |
claude-amplifier
Claim
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
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| 35141 |
discord-ops
Claim
A Discord MCP server with multi-guild project routing, enabling messaging, mode…
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| 35142 |
music-mcp-server
Claim
A music MCP server that enables searching and playing songs with controls like …
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| 35143 |
Hiking MCP Server
Claim
Allows you to search for hiking routes on Wikiloc using geographic and textual …
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| 35144 |
thumbgate
Claim
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| 35145 |
An MCP server that enables interaction with MySQL databases through the Model C…
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| 35146 |
truncus-mcp-server
Claim
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
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| 35147 |
colab-mcp
Claim
Local-first MCP server for controlling Google Colab as a development, shell, fi…
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| 35148 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 35149 |
gov-it-legal-mcp
Claim
Provides real-time access to Italian legislation and administrative court rulin…
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| 35150 |
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
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