MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37751 |
paigy
Claim
Call, text, or push your phone when an agent needs input mid-task — reply by vo…
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| 37752 |
railway-mcp
Claim
An MCP server that exposes the Railway API as tools for Claude. Manage Railway …
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| 37753 |
Enables LLM clients to interact with Harvest time tracking accounts for managin…
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| 37754 |
polydoc-mcp
Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
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| 37755 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 37756 |
Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wi…
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| 37757 |
temporal-invoice-mcp
Claim
Enables managing invoice workflows using Temporal, allowing submission, approva…
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| 37758 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 37759 |
mcp-ukrainian-calendar
Claim
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
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| 37760 |
ssl-doctor
Claim
Enables live TLS/SSL certificate health checks for any hostname, providing expi…
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| 37761 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 37762 |
Jellypod
Claim
Create, import, and publish Jellypod podcast episodes from your AI assistant.
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| 37763 |
Obsidian HTTP MCP
Claim
First HTTP-native MCP server for Obsidian that solves stdio transport bugs, ena…
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| 37764 |
voltcast
Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
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| 37765 |
FinTS-Finanzen
Claim
Read-only MCP server for FinTS/HBCI banking; enables account information retrie…
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| 37766 |
Materio MCP Server
Claim
Enables AI assistants to search and read Materio's educational PDF resources di…
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| 37767 |
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
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| 37768 |
Polar MCP
Claim
Local-first MCP server that connects AI agents to your Polar training, sleep, N…
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| 37769 |
Weather MCP Server
Claim
A production-ready MCP server that provides real-time weather information, fore…
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| 37770 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 37771 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 37772 |
first-mcp-server
Claim
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 37773 |
BACnet MCP Server
Claim
A lightweight MCP server that connects LLM agents to BACnet devices for buildin…
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| 37774 |
Enables natural-language querying of an e-commerce dataset by providing a LangC…
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| 37775 |
workout-planner-ai-mcp
Claim
MCP server for workout planner ai. Features create workout, track progress, sug…
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| 37776 |
organic-web-checker
Claim
USDA NOP organic compliance checks — operation websites vs live OID certificate…
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| 37777 |
RPG Maker MV Ultimate: AI copilot to generate, edit and understand RPG Maker MV…
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| 37778 |
Startup Helper MCP
Claim
Provides comprehensive startup consulting services including commercial area an…
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| 37779 |
Desktop Commander
Claim
Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 37780 |
Read-only tools for finding where a small business leaks deals, time, and cash.
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| 37781 |
paraglide-mcp
Claim
Enables translation of i18n messages in Paraglide JS projects by serving small …
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| 37782 |
networkx-mcp-server
Claim
The first NetworkX integration for Model Context Protocol, enabling graph analy…
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| 37783 |
Sentinel DV
Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
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| 37784 |
Playwright MCP (Heroku)
Claim
Enables AI models to interact with web pages through structured accessibility s…
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| 37785 |
ApexVol MCP Server
Claim
Provides natural language access to ApexVol's options analytics platform, enabl…
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| 37786 |
Synapse
Claim
Provides structural code intelligence via 26 MCP tools, enabling AI assistants …
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| 37787 |
apiany-mcp
Claim
APIAny MCP server for model discovery, pricing, docs, and integration examples.
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| 37788 |
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
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| 37789 |
flex-sensor-agent-mcp
Claim
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
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| 37790 |
Todoist MCP Server
Claim
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
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| 37791 |
Find the stories worth writing about: discover emerging stories, rank the angle…
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| 37792 |
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
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| 37793 |
jgkme/kilo-image-gen-mcp
Claim
MCP server for generating, editing, and processing images via multiple provider…
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| 37794 |
DataJud MCP TJMA
Claim
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
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| 37795 |
seline
Claim
Seline is a local-first AI desktop application that brings together conversatio…
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| 37796 |
mcp-meta-marketing
Claim
MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…
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| 37797 |
arxiv-mcp
Claim
Enables searching arXiv and downloading papers via MCP tools, no API key requir…
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| 37798 |
brunopark-mcp
Claim
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
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| 37799 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 37800 |
onepagecrm-mcp-server
Claim
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