MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37451
Mbogdan95
Indexes Unity projects into a SQLite database and exposes 23 MCP tools for Clau…
N/A N/A
37452
mars720816
freecad-mcp Claim
Allows controlling FreeCAD from Claude Desktop to create and edit 3D models usi…
N/A N/A
37453
adithyalabs-ind
An integration server that connects to gpt-image-1 and Gemini imagen4 models, a…
N/A N/A 95
37454
CycSpring
draw.io MCP Claim
Enables local Draw.io diagram creation, editing, and export via MCP tools, usin…
N/A N/A
37455
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
N/A N/A 95
37456
Clement-Okolo
Provides real-time weather alerts and forecasts for US locations by integrating…
37457
iwaokimura
zbmath-mcp Claim
MCP server to search and retrieve mathematical publications, author profiles, a…
37458
devprashant19
CodeLens MCP Claim
A local MCP server that enables LLM clients like Claude to perform semantic cod…
N/A N/A
37459
mager
An MCP server for the Loooom marketplace that lets AI agents discover, search, …
N/A N/A
37460
CAPTW
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
N/A N/A
37461
davidtauriello
ffd-mcp Claim
Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements …
37462
KirillSerchenko
Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakes…
37463
trustxai
airbyte-mcp Claim
Enables interaction with an Airbyte instance through natural language, supporti…
37464
Ayush7614
mcp-wormhole Claim
Open-source MCP servers that connect AI agents to tools like Asana and Vercel v…
37465
jkamilo81
Downloads the Colombian Diario Oficial daily PDF from the Imprenta Nacional pub…
N/A N/A
37466
rafiqul713
Enables semantic search over personal files using natural language, with option…
N/A N/A
37467
eric
d3-mcp Claim
N/A N/A 95
37468
AwesomeHye
Read, search, and summarize your UpNote notes — and create new ones.
N/A N/A
37469
Pragatheswar-72
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
N/A N/A
37470
kohzih
A FastMCP-based proxy server that seamlessly integrates any MCP client with the…
N/A N/A
37471
ouzlifaneyassine1-dot
onyx MCP Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
N/A N/A
37472
siriuslattice
StellarMCP Claim
MCP server giving AI agents access to Stellar blockchain data with monetized to…
37473
KasperHonore
Foam-Agent Claim
Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, an…
N/A N/A
37474
david-steel
Public MCP for OTP (orgtp.com). Query cross-org best practices, learnings, publ…
N/A N/A
37475
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
37476
bikefuchs
Price comparison & cart optimizer for bike parts across German & Austrian shops
37477 N/A N/A 95
37478
lesleslie
spline-mcp Claim
MCP server for Spline.design code generation and asset management.
37479
pipeworx-io
Provides access to historical weather data from over 11,000 stations worldwide …
37480
verifiedhumancert
Enables querying the Verified Human Cert registry to verify human-made music ce…
37481
webhead2oo9
Enables LLMs to read and write Discord messages, search content, and compute ch…
N/A N/A
37482
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
N/A N/A
37483
mayank-nayak
Enables natural-language querying of historical NBA game data from a read-only …
N/A N/A
37484
JooSeunghyeon
MCP server that provides Korean stock market data including indices, top gainer…
37485
sharat9703
MCP ERPNext Claim
Model Context Protocol (MCP) server for ERPNext - manage timesheets, leave appl…
37486
Secure-ISS
Enables natural language management of servers, deployments, and build pipeline…
81
37487
padmarajnidagundi
Enables AI-driven mobile test automation through planning, generation, and self…
N/A N/A
37488
thomasjerard
Enables natural language queries to PostgreSQL by converting questions to SQL u…
N/A N/A
37489
Sujimoshi
drawio-mcp Claim
A Model Context Protocol server for creating and managing draw.io diagrams with…
N/A N/A
37490
peterpeterparker
yawa Claim
Self-hosted web analytics platform that exposes analytics data via the Model Co…
37491
FloLey
Enables image generation using Google Gemini models (flash/pro) with support fo…
37492
webtoolbox
Model Context Protocol server for the Website Toolbox forum platform. Exposes f…
37493
flammafex
mcp-searxng Claim
Provides structured search tools (web, news, images, videos, research) via a Se…
37494
ctalau
A proof-of-concept HTTP MCP server requiring OAuth 2.0 authentication before to…
37495
adamperna74
Enables restaurant management through natural language, allowing import of Toas…
N/A N/A
37496
expremiental
telegram-mcp Claim
Read-only MCP server for self-hosted Telegram access via Telethon. Enables read…
N/A N/A
37497
riverliu8
seo-audit Claim
Free SEO & AI-search (AEO) audits for any site or Shopify store, with emailed w…
37498
fuyouai
Provides web and image search using the Doubao (Volcengine) API with configurab…
37499
daiduo2
A stateless MCP server that exposes tools for evidence-based strength training,…
37500
ktmcp-cli
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
N/A N/A
Showing 37451–37500 of 66549 servers
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