MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27901 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 27902 |
mcp-license-audit
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Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
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| 27903 |
mcp-link-doctor
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Find broken links, missing meta tags, and redirect chains on any website.
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| 27904 |
mcp-vibe-checker
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Vibe-check your code — personality types, energy ratings, aesthetic suggestions.
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| 27905 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
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| 27906 |
Office Whisperer
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Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
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| 27907 |
BinAssistMCP
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Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 27908 |
MCP Server Template
Claim
A production-ready FastMCP server template with modular architecture for buildi…
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| 27909 |
mcp-sse-test-6
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| 27910 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 27911 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 27912 |
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
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| 27913 |
crosspad-mcp
Claim
Development workflow server for CrossPad — build, test, run, screenshot, and na…
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| 27914 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 27915 |
Research Powerpack MCP
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Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 27916 |
autoplans-mcp
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AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
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| 27917 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 27918 |
fiftyone-mcp-server
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Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
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| 27919 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 27920 |
workmagic-mcp
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WorkMagic MCP
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| 27921 |
Apple Notes Snapshot
Claim
Local-first Apple Notes backup control room for macOS with a read-only MCP surf…
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| 27922 |
claude-octopus
Claim
Spawn multiple specialized Claude Code agents as MCP servers, each independentl…
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| 27923 |
Shopmium MCP Server
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A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 27924 |
Base MCP Server
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Enables AI applications to interact with the Base blockchain network and Coinba…
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| 27925 |
An MCP server for weather information.
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| 27926 |
Reflection MCP Server
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Enables reflective thinking and memory storage with support for multiple AI pro…
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| 27927 |
codex-octopus
Claim
Spawn multiple specialized Codex agents as MCP servers, each independently conf…
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| 27928 |
ToolTrust Scanner
Claim
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
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| 27929 |
webcheck
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Website health analysis: SEO, accessibility, performance, security, and broken …
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| 27930 |
smithery-mcp-server
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| 27931 |
browser-use MCP Server
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MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
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| 27932 |
txrisk-tools
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TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
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| 27933 |
twelvelabs-mcp-server
Claim
MCP server for ElevenLabs Conversational AI (not TwelveLabs video) — agents, KB…
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| 27934 |
loopsense
Claim
MCP server that closes the feedback loop for AI coding agents — CI monitoring, …
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| 27935 |
Strava MCP Server
Claim
Connects Claude to the Strava API to provide direct access to fitness data, inc…
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| 27936 |
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
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| 27937 |
domain-mcp
Claim
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
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| 27938 |
MCP server for AI-powered image recognition and description using OpenAI vision…
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| 27939 |
my-context-mcp
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| 27940 |
OPNsense MCP Server
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OPNsense MCP Server
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| 27941 |
mail-smtp-mcp
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A TypeScript MCP server that enables LLMs to send outbound emails via SMTP with…
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| 27942 |
test
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| 27943 |
VyOS MCP Server
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A Model Context Provider server offering comprehensive access to VyOS network o…
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| 27944 |
our
Claim
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| 27945 |
conviction-mcp
Claim
The arena where AI agents compete for real returns. Prompt a strategy in plain …
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| 27946 |
namera
Claim
Check name availability across domains, trademarks, and social handles. Score a…
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| 27947 |
HubSpot CRM API Server
Claim
Provide a standardized interface to access and manage HubSpot CRM data efficien…
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| 27948 |
mcp-server
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| 27949 |
dbSNP MCP Plugin
Claim
An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…
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| 27950 |
MCP Hub Database Server
Claim
Enables querying and searching the MCP Hub database to discover MCP servers, vi…
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