MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37451 |
unity-indexer
Claim
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
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| 37452 |
freecad-mcp
Claim
Allows controlling FreeCAD from Claude Desktop to create and edit 3D models usi…
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| 37453 |
An integration server that connects to gpt-image-1 and Gemini imagen4 models, a…
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| 37454 |
draw.io MCP
Claim
Enables local Draw.io diagram creation, editing, and export via MCP tools, usin…
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| 37455 |
Greetings & Utilities
Claim
Greet people in multiple languages, perform quick calculations, and check curre…
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| 37456 |
Weather MCP Server
Claim
Provides real-time weather alerts and forecasts for US locations by integrating…
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| 37457 |
zbmath-mcp
Claim
MCP server to search and retrieve mathematical publications, author profiles, a…
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| 37458 |
CodeLens MCP
Claim
A local MCP server that enables LLM clients like Claude to perform semantic cod…
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| 37459 |
@mager/loooom-mcp
Claim
An MCP server for the Loooom marketplace that lets AI agents discover, search, …
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| 37460 |
imo-rules-mcp
Claim
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
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| 37461 |
ffd-mcp
Claim
Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements …
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| 37462 |
products-mcp-server
Claim
Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakes…
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| 37463 |
airbyte-mcp
Claim
Enables interaction with an Airbyte instance through natural language, supporti…
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| 37464 |
mcp-wormhole
Claim
Open-source MCP servers that connect AI agents to tools like Asana and Vercel v…
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| 37465 |
diario-oficial-mcp
Claim
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
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| 37466 |
Enables semantic search over personal files using natural language, with option…
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| 37467 |
d3-mcp
Claim
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| 37468 |
upnote-lens-mcp
Claim
Read, search, and summarize your UpNote notes — and create new ones.
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| 37469 |
Jobs MCP Server
Claim
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
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| 37470 |
Devin MCP Proxy
Claim
A FastMCP-based proxy server that seamlessly integrates any MCP client with the…
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| 37471 |
onyx MCP
Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
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| 37472 |
StellarMCP
Claim
MCP server giving AI agents access to Stellar blockchain data with monetized to…
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| 37473 |
Foam-Agent
Claim
Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, an…
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| 37474 |
otp-mcp-server
Claim
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
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| 37475 |
avocado-ai
Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 37476 |
Price comparison & cart optimizer for bike parts across German & Austrian shops
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| 37477 |
scrapegraph-mcp-testing
Claim
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| 37478 |
spline-mcp
Claim
MCP server for Spline.design code generation and asset management.
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| 37479 |
mcp-meteostat
Claim
Provides access to historical weather data from over 11,000 stations worldwide …
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| 37480 |
Enables querying the Verified Human Cert registry to verify human-made music ce…
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| 37481 |
Discord Analysis MCP
Claim
Enables LLMs to read and write Discord messages, search content, and compute ch…
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| 37482 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 37483 |
mcp-sports-server
Claim
Enables natural-language querying of historical NBA game data from a read-only …
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| 37484 |
kookmin-stock
Claim
MCP server that provides Korean stock market data including indices, top gainer…
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| 37485 |
MCP ERPNext
Claim
Model Context Protocol (MCP) server for ERPNext - manage timesheets, leave appl…
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| 37486 |
Komodo MCP Server
Claim
Enables natural language management of servers, deployments, and build pipeline…
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| 37487 |
Enables AI-driven mobile test automation through planning, generation, and self…
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| 37488 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 37489 |
drawio-mcp
Claim
A Model Context Protocol server for creating and managing draw.io diagrams with…
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| 37490 |
yawa
Claim
Self-hosted web analytics platform that exposes analytics data via the Model Co…
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| 37491 |
Image Studio MCP
Claim
Enables image generation using Google Gemini models (flash/pro) with support fo…
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| 37492 |
websitetoolbox-mcp
Claim
Model Context Protocol server for the Website Toolbox forum platform. Exposes f…
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| 37493 |
mcp-searxng
Claim
Provides structured search tools (web, news, images, videos, research) via a Se…
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| 37494 |
mcp-oauth-server-next
Claim
A proof-of-concept HTTP MCP server requiring OAuth 2.0 authentication before to…
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| 37495 |
Adam OS MCP Server
Claim
Enables restaurant management through natural language, allowing import of Toas…
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| 37496 |
telegram-mcp
Claim
Read-only MCP server for self-hosted Telegram access via Telethon. Enables read…
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| 37497 |
seo-audit
Claim
Free SEO & AI-search (AEO) audits for any site or Shopify store, with emailed w…
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| 37498 |
web-search-mcp
Claim
Provides web and image search using the Doubao (Volcengine) API with configurab…
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| 37499 |
strength-training-mcp
Claim
A stateless MCP server that exposes tools for evidence-based strength training,…
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| 37500 |
@ktmcp/beezup
Claim
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
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