MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36301 |
minecraft-mcp-server
Claim
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
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| 36302 |
NestJS DevTools MCP
Claim
Give your AI coding agents the superpower to observe your NestJS application's …
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| 36303 |
google-workspace-mcp
Claim
A multi-account Google Workspace MCP server that drives Gmail, Google Calendar,…
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| 36304 |
bora-mcp
Claim
MCP server for searching and extracting official announcements, decrees, and re…
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| 36305 |
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
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| 36306 |
google-ads-mcp
Claim
Enables interaction with Google Ads API through MCP, allowing search and listin…
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| 36307 |
Linux MCP Server
Claim
Exposes full Linux system control to AI clients via MCP tools for bash executio…
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| 36308 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 36309 |
EVM MCP Server
Claim
Comprehensive Model Context Protocol server that enables AI agents to interact …
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| 36310 |
obsidian-mcp-server
Claim
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
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| 36311 |
rocks-db
Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
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| 36312 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 36313 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 36314 |
mcp-shopify
Claim
MCP server for Shopify Admin API. Enables product, order, customer, and invento…
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| 36315 |
WebLens
Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 36316 |
Eigma
Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
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| 36317 |
screenshot-mcp
Claim
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
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| 36318 |
arcane
Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
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| 36319 |
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
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| 36320 |
Chroma MCP Server
Claim
A Model Context Protocol server for Chroma, enabling AI models to create collec…
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| 36321 |
fastf1-mcp
Claim
A local MCP server that gives Claude (or any MCP-compatible AI client) access t…
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| 36322 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
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| 36323 |
calibre-library-mcp
Claim
A local stdio MCP server that enables AI tools to search a self-hosted Calibre …
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| 36324 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 36325 |
astrolabe-mcp
Claim
Provides unified search and navigation across multiple project documentations v…
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| 36326 |
yungle
Claim
Ask about your Yungle file deliveries — what was sent, who downloaded, what exp…
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| 36327 |
mcp-pear
Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
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| 36328 |
jira-pilot
Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
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| 36329 |
mcp-server-saxo
Claim
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
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| 36330 |
An MCP server that enables any MCP-compatible client to add, list, and summariz…
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| 36331 |
Apple Health MCP Server
Claim
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
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| 36332 |
MCP Redmine
Claim
Enables to manage Redmine projects, issues, users, and time entries through nat…
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| 36333 |
Illustrator MCP
Claim
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
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| 36334 |
memanto-mcp
Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
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| 36335 |
sfc-data-mcp
Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
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| 36336 |
IntuneRosetta-mcp
Claim
Translates raw OMA-URI/CSP path strings into structured, human-readable Intune …
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| 36337 |
pondlog-usgs
Claim
USGS Water Services MCP server. Real-time streamflow, gage height, and site met…
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| 36338 |
A Model Context Protocol server that enables Claude and other AI assistants to …
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| 36339 |
PyWry
Claim
PyWry is a cross-platform app factory, rendering engine and UI toolkit for Pyth…
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| 36340 |
notebookllm_mcp
Claim
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
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| 36341 |
FinanceMCP-Alpha
Claim
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
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| 36342 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
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| 36343 |
Hjarni
Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
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| 36344 |
qrcoding Skill MCP
Claim
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
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| 36345 |
product-lock-mcp
Claim
Product Lock tools for AI agents: generate, review, validate, and score locks.
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| 36346 |
obsidian-mcp
Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
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| 36347 |
Funplay Godot MCP
Claim
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
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| 36348 |
Godot MCP
Claim
151 MCP tools for AI to control the Godot 4 editor and running game, covering s…
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| 36349 |
An MCP server for querying and managing LlamaIndex documents stored in Qdrant v…
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| 36350 |
trw-mcp
Claim
MCP server providing persistent engineering memory and spec-driven development …
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