MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59401 |
pdfnative-mcp
Claim
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
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| 59402 |
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
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| 59403 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 59404 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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| 59405 |
WhiteCapData-Dev
Claim
Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP ser…
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| 59406 |
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
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| 59407 |
paragonos-misc-tools
Claim
A collection of miscellaneous tools for Claude, Cursor, and MCP-compatible clie…
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| 59408 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 59409 |
architecture-contract
Claim
An agnostic MCP server that reads arc.yaml from the workspace, exposing tools t…
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| 59410 |
tablebridge-mcp
Claim
Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, r…
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| 59411 |
Calcifier
Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
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| 59412 |
xhs-mcp-light
Claim
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
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| 59413 |
asian-etf-mcp
Claim
Exposes Asian ETF Tracker data (HK, A-Share, Taiwan, South Korea, US) as tools …
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| 59414 |
voc-amazon-reviews
Claim
Agent-native Amazon review intelligence — fetches verified reviews from 10 mark…
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| 59415 |
cds-kb-mcp
Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
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| 59416 |
test
Claim
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| 59417 |
sequential-thinking
Claim
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
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| 59418 |
AirLabs MCP Server
Claim
Provides AI assistants with access to real-time flight data, airport schedules,…
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| 59419 |
ISM MCP Server
Claim
Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…
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| 59420 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 59421 |
envato-mcp
Claim
MCP server for Envato API that enables searching the marketplace catalog, viewi…
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| 59422 |
courier-mcp
Claim
The official Model Context Protocol server for the Courier notification API. It…
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| 59423 |
auto-terminal
Claim
# Auto Terminal
<img src="app_icon.png" width="128" />
[ server for Lindo AI — create websites, pages, and …
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| 59427 |
Salesforce MCP Server
Claim
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
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| 59428 |
ai-workers-mcp
Claim
Routes commodity NLP tasks like summarization and translation to free-tier LLMs…
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| 59429 |
Add the ability to execute/interpret code to your AI apps.
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| 59430 |
Joplin Server MCP
Claim
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
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| 59431 |
CMS Mcp Server
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 59432 |
yapi-mcp-server
Claim
An MCP server that enables fetching YApi interface details via a tool, allowing…
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| 59433 |
Enables users to query and manage New Relic account data and features through n…
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| 59434 |
research-mcp
Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
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| 59435 |
fal-ai-mcp
Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
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| 59436 |
Enables high-quality text-to-image generation using the Hunyuan Image 2.1 model…
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| 59437 |
A Model Context Protocol server that provides tools for interacting with Yahoo …
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| 59438 |
Salesforce MCP Server
Claim
A natural language interface for Salesforce data that allows users to query acc…
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| 59439 |
test-server
Claim
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| 59440 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 59441 |
gitlab-mcp-server
Claim
A TypeScript-based MCP server that enables code search, file reading, and proje…
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| 59442 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 59443 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 59444 |
Agentic AQUA
Claim
MCP server for managing Bitcoin, Liquid Network, and Lightning wallets through …
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| 59445 |
Wikivibe MCP
Claim
Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bot…
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| 59446 |
journal-rag
Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
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| 59447 |
Epoch
Claim
Epoch time estimation MCP server for PERT, COCOMO, Monte Carlo, calibration, co…
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| 59448 |
PureRef MCP
Claim
Enables AI assistants to create PureRef reference boards from local images and …
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| 59449 |
Proxychains MCP Server
Claim
Enables dynamic management and execution of proxy chains on a remote Linux host…
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| 59450 |
Mavis MCP Server
Claim
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
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