MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36301
risnake
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
36302
HaoNgo232
Give your AI coding agents the superpower to observe your NestJS application's …
N/A N/A
36303
rajool
A multi-account Google Workspace MCP server that drives Gmail, Google Calendar,…
36304
voftec
bora-mcp Claim
MCP server for searching and extracting official announcements, decrees, and re…
36305
axel-belfort
Whale transaction monitoring API for AI agents. Track large on-chain transfers:…
81
36306
jmac-o3
Enables interaction with Google Ads API through MCP, allowing search and listin…
36307
algony-tony
Exposes full Linux system control to AI clients via MCP tools for bash executio…
36308
danduh
Enables file operations, npm package management, and configuration checking thr…
N/A N/A
36309
lugondev
Comprehensive Model Context Protocol server that enables AI agents to interact …
N/A N/A 95
36310
shivamsharmxa
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
N/A N/A
36311
rsutana
rocks-db Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
N/A N/A
36312
x86ed
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
36313
devsung94
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
81
36314
cloud9-labs
mcp-shopify Claim
MCP server for Shopify Admin API. Enables product, order, customer, and invento…
N/A N/A
36315
vasilistotskas
WebLens Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
36316
eigma-app
Eigma Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
36317
Rumblingb
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
36318
Edition-X
arcane Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
N/A N/A
36319
AllRates-Today
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
36320
zwczwczwc
A Model Context Protocol server for Chroma, enabling AI models to create collec…
36321
aashnakunk
fastf1-mcp Claim
A local MCP server that gives Claude (or any MCP-compatible AI client) access t…
N/A N/A
36322
markobullrush
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
36323
halimchaibi
A local stdio MCP server that enables AI tools to search a self-hosted Calibre …
N/A N/A
36324
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
36325
zebrr
Provides unified search and navigation across multiple project documentations v…
N/A N/A
36326
heindewilde
yungle Claim
Ask about your Yungle file deliveries — what was sent, who downloaded, what exp…
N/A N/A
36327
MarvelNwachukwu
mcp-pear Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
36328
Aarul5
jira-pilot Claim
Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
N/A N/A
36329
borgels
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
36330
zeeshanali45
An MCP server that enables any MCP-compatible client to add, list, and summariz…
36331
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
N/A N/A
36332
NeveuGregor
MCP Redmine Claim
Enables to manage Redmine projects, issues, users, and time entries through nat…
36333
jinkeda
An MCP server that lets AI assistants like Claude control Adobe Illustrator thr…
N/A N/A
36334
geoffsdesk
memanto-mcp Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
36335
yangxinagfeng123
sfc-data-mcp Claim
MCP server that wraps SFC financial data API into 32 tools for comprehensive A-…
36336
UniverseCitiz3n
Translates raw OMA-URI/CSP path strings into structured, human-readable Intune …
N/A N/A
36337
andrewschristison
pondlog-usgs Claim
USGS Water Services MCP server. Real-time streamflow, gage height, and site met…
N/A N/A
36338
FromtendLeap
A Model Context Protocol server that enables Claude and other AI assistants to …
81
36339
deeleeramone
PyWry Claim
PyWry is a cross-platform app factory, rendering engine and UI toolkit for Pyth…
N/A N/A
36340
Yasirrazaa
Converts Jupyter notebooks to a simplified plain text format to reduce token us…
N/A N/A 95
36341
guangxiangdebizi
Calculates WorldQuant 101 Alpha factors using real-time Chinese stock market da…
36342
db-mattmolony
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
36343
hjarni
Hjarni Claim
Most AI tools give you a chatbot. We give your AI a brain. Hjarni is a clean, s…
81
36344
contentscoin
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
36345
nickjazz
Product Lock tools for AI agents: generate, review, validate, and score locks.
N/A N/A 95
36346
tylernford
obsidian-mcp Claim
MCP server running inside Obsidian that provides AI assistants with native acce…
N/A N/A
36347
FunplayAI
stdio bridge for the local Godot Editor MCP server from FunplayAI/funplay-godot…
N/A N/A
36348
xiangzi121468
Godot MCP Claim
151 MCP tools for AI to control the Godot 4 editor and running game, covering s…
N/A N/A
36349
azhang
An MCP server for querying and managing LlamaIndex documents stored in Qdrant v…
36350
wallter
trw-mcp Claim
MCP server providing persistent engineering memory and spec-driven development …
N/A N/A
Showing 36301–36350 of 67181 servers
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