MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28251 |
auth-fetch-mcp
Claim
Enables AI assistants to access content from authenticated web pages by opening…
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| 28252 |
Jana MCP Server
Claim
Provides natural language access to environmental data including air quality me…
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| 28253 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 28254 |
mcp-server-v1
Claim
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| 28255 |
mcp-check-licenses
Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
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| 28256 |
mcp-check-links
Claim
Find broken links, missing meta tags, and redirect chains on any website.
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| 28257 |
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| 28258 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 28259 |
mcp-license-audit
Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
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| 28260 |
mcp-link-doctor
Claim
Find broken links, missing meta tags, and redirect chains on any website.
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| 28261 |
mcp-vibe-checker
Claim
Vibe-check your code — personality types, energy ratings, aesthetic suggestions.
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| 28262 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
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| 28263 |
Office Whisperer
Claim
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
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| 28264 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 28265 |
MCP Server Template
Claim
A production-ready FastMCP server template with modular architecture for buildi…
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| 28266 |
mcp-sse-test-6
Claim
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| 28267 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 28268 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 28269 |
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
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| 28270 |
crosspad-mcp
Claim
Development workflow server for CrossPad — build, test, run, screenshot, and na…
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| 28271 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 28272 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 28273 |
autoplans-mcp
Claim
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
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| 28274 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 28275 |
fiftyone-mcp-server
Claim
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
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| 28276 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 28277 |
workmagic-mcp
Claim
WorkMagic MCP
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| 28278 |
Apple Notes Snapshot
Claim
Local-first Apple Notes backup control room for macOS with a read-only MCP surf…
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| 28279 |
claude-octopus
Claim
Spawn multiple specialized Claude Code agents as MCP servers, each independentl…
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| 28280 |
Shopmium MCP Server
Claim
A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 28281 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network and Coinba…
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| 28282 |
An MCP server for weather information.
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| 28283 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
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| 28284 |
codex-octopus
Claim
Spawn multiple specialized Codex agents as MCP servers, each independently conf…
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| 28285 |
ToolTrust Scanner
Claim
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
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| 28286 |
webcheck
Claim
Website health analysis: SEO, accessibility, performance, security, and broken …
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| 28287 |
smithery-mcp-server
Claim
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| 28288 |
browser-use MCP Server
Claim
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
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| 28289 |
txrisk-tools
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
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| 28290 |
twelvelabs-mcp-server
Claim
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB…
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| 28291 |
loopsense
Claim
MCP server that closes the feedback loop for AI coding agents — CI monitoring, …
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| 28292 |
Strava MCP Server
Claim
Connects Claude to the Strava API to provide direct access to fitness data, inc…
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| 28293 |
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
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| 28294 |
domain-mcp
Claim
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 28295 |
MCP server for AI-powered image recognition and description using OpenAI vision…
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| 28296 |
my-context-mcp
Claim
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| 28297 |
OPNsense MCP Server
Claim
OPNsense MCP Server
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| 28298 |
mail-smtp-mcp
Claim
A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
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| 28299 |
test
Claim
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| 28300 |
VyOS MCP Server
Claim
A Model Context Provider server offering comprehensive access to VyOS network o…
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