MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24351 |
Supabase MCP Server
Claim
Connects Supabase projects to AI assistants, enabling them to manage database t…
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| 24352 |
mcp-check-links
Claim
Find broken links, missing meta tags, and redirect chains on any website.
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| 24353 |
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| 24354 |
Blender MCP Server
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Connects AI assistants to Blender for controlling 3D modeling operations throug…
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| 24355 |
Gantta
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Turn conversations into project plans. Gantta connects your AI assistant to a f…
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| 24356 |
mcp-license-audit
Claim
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
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| 24357 |
mcp-link-doctor
Claim
Find broken links, missing meta tags, and redirect chains on any website.
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| 24358 |
mcp-vibe-checker
Claim
Vibe-check your code — personality types, energy ratings, aesthetic suggestions.
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| 24359 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
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| 24360 |
Office Whisperer
Claim
Enables creation and manipulation of Microsoft Office files (Excel, Word, Power…
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| 24361 |
clarvia
Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
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| 24362 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 24363 |
pipedrive-mcp
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| 24364 |
MCP Server Template
Claim
A production-ready FastMCP server template with modular architecture for buildi…
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| 24365 |
mcp-sse-test-6
Claim
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| 24366 |
Provides access to political and alternative financial data including congressi…
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| 24367 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 24368 |
foehn
Claim
Access Swiss meteorological open data from MeteoSwiss, powered by foehn
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| 24369 |
memex
Claim
Zettelkasten-based agent memory system with bidirectional links
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| 24370 |
HPE OneView MCP Server
Claim
Enables AI agents to manage HPE OneView infrastructure through the REST API, in…
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| 24371 |
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
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| 24372 |
lint
Claim
Style check, naming, complexity analysis for AI agents
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| 24373 |
brave-search
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| 24374 |
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
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| 24375 |
crosspad-mcp
Claim
Development workflow server for CrossPad — build, test, run, screenshot, and na…
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| 24376 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 24377 |
coverageshield
Claim
Insurance coverage requirements, gap detection, and risk profiles for US busine…
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| 24378 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 24379 |
autoplans-mcp
Claim
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
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| 24380 |
notion
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| 24381 |
stock-scanner-mcp
Claim
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
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| 24382 |
gyana-universal-vectorkb
Claim
# Gyana Universal VectorKB MCP Server
A unified WebSocket-based MCP (Model Con…
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| 24383 |
fiftyone-mcp-server
Claim
Control FiftyOne computer vision datasets through AI assistants using 80+ opera…
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| 24384 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 24385 |
workmagic-mcp
Claim
WorkMagic MCP
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| 24386 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 24387 |
Apple Notes Snapshot
Claim
Local-first Apple Notes backup control room for macOS with a read-only MCP surf…
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| 24388 |
claude-octopus
Claim
Spawn multiple specialized Claude Code agents as MCP servers, each independentl…
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| 24389 |
Shopmium MCP Server
Claim
A custom MCP server that provides high-level tools for controlling Shopmium and…
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| 24390 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network and Coinba…
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| 24391 |
database
Claim
SQL formatting, schema visualization, migration generation
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| 24392 |
An MCP server for weather information.
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| 24393 |
Rankiteo
Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
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| 24394 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
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| 24395 |
signalfuse
Claim
Fused crypto trading signals — sentiment, macro regime, and market structure in…
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| 24396 |
codex-octopus
Claim
Spawn multiple specialized Codex agents as MCP servers, each independently conf…
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| 24397 |
ToolTrust Scanner
Claim
Scans MCP servers for prompt injection, data exfiltration, and privilege escala…
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| 24398 |
webcheck
Claim
Website health analysis: SEO, accessibility, performance, security, and broken …
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| 24399 |
sendameal-mcp
Claim
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
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| 24400 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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