MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38301 |
ticktick-mcp
Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
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| 38302 |
Lens
Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
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| 38303 |
MCP Test Scratch Server
Claim
A Flask-based MCP server designed for testing deployment on Google App Engine. …
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| 38304 |
clio-mcp
Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
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| 38305 |
mcp-1password
Claim
An MCP server that integrates 1Password with AI agents, providing secure access…
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| 38306 |
Airnow
Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
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| 38307 |
substack-publisher-mcp
Claim
A tool that connects to Substack's official Publisher API to access posts, news…
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| 38308 |
ucp-mcp-server
Claim
Lets AI assistants shop at UCP-enabled merchants through tools for discovery, c…
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| 38309 |
Notion MCP Integration
Claim
Enables Claude to manage a personal todo list in Notion, with capabilities to a…
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| 38310 |
flask-mcp-server
Claim
Flask-based Model Context Protocol (MCP) server for Python. Drop it into any Fl…
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| 38311 |
Scrape messages, extract leads from public Telegram channels. No login required.
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| 38312 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
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| 38313 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
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| 38314 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
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| 38315 |
Centia MCP Server
Claim
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
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| 38316 |
my_pm_tools
Claim
Enables natural language management of GitHub Projects V2, including issue crea…
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| 38317 |
mcp-financial-data
Claim
An MCP server that integrates SEC EDGAR, FRED, and Polygon.io financial data wi…
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| 38318 |
An MCP server for weather information.
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| 38319 |
AgentTrust
Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
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| 38320 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 38321 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
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| 38322 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 38323 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 38324 |
Local Files MCP Server
Claim
Provides safe local file operations through MCP, including reading, writing, se…
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| 38325 |
Polyglot SSG MCP
Claim
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
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| 38326 |
Sigil
Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
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| 38327 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 38328 |
@lpm-registry/mcp-server
Claim
MCP server for the LPM package registry, enabling AI tools to search, browse so…
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| 38329 |
thryx-portfolio
Claim
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
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| 38330 |
host-mcp-jenkins
Claim
A local MCP server for Jenkins that provides 17 tools to interact with Jenkins …
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| 38331 |
Context9
Claim
Context9 is an MCP server that feeds AI agents with up-to-date documentation, r…
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| 38332 |
langfuse-mcp-extended
Claim
Comprehensive MCP server for Langfuse, enabling AI assistants to access and man…
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| 38333 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
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| 38334 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
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| 38335 |
onchainos MCP Server
Claim
Enables on-chain operations including token search, market data, wallet managem…
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| 38336 |
CoupleHub MCP Server
Claim
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
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| 38337 |
Subscription Tracker Ai
Claim
Track SaaS subscriptions, renewal dates, spending, and find duplicate services.
|
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| 38338 |
mcp-makefile-server
Claim
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
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| 38339 |
fordcor
Claim
|
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| 38340 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 38341 |
agent-treats-mcp
Claim
Provides 7 free fun tools (fortune cookie, compliment, fun fact, etc.) for AI a…
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| 38342 |
PDF MCP Server
Claim
Enables AI-powered PDF manipulation through natural language commands, integrat…
|
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| 38343 |
Things 3 MCP Server
Claim
Enables Claude to interact with Things 3 task management, allowing natural lang…
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| 38344 |
hideaa
Claim
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| 38345 |
quickstart-resources
Claim
|
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| 38346 |
HuLa-MCP
Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
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| 38347 |
epiis-mcp-server
Claim
An MCP server for academic management of the EPIIS program, enabling AI-powered…
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| 38348 |
flin-imgbb-mcp
Claim
MCP server for uploading images to ImgBB from Claude-compatible clients.
|
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| 38349 |
imagcon-mcp
Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
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| 38350 |
pdf-reader-mcp
Claim
MCP server for extracting text from PDF files, supporting local files and URLs.
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