MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44101 |
Enables AI assistants to locally process images with tools for cropping, zoomin…
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| 44102 |
MCP server for Odoo 18 with 38 business tools
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| 44103 |
odoo-superior-mcp
Claim
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
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| 44104 |
Pangle Coordinator
Claim
An MCP server for coordinating a permissionless swarm of AI agents to discover,…
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| 44105 |
Featuredeck MCP Server
Claim
Enables interaction with Featuredeck's feature request and roadmap management t…
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| 44106 |
instantKOM MCP Server
Claim
Enables AI assistants to manage instantKOM messenger platform resources (channe…
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| 44107 |
Clyan
Claim
Enables AI agents to clean disk space by scanning and removing temporary files,…
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| 44108 |
Kubecost MCP Server
Claim
An implementation that enables AI assistants to interact with Kubecost cost man…
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| 44109 |
data-filter-mcp
Claim
Local MCP server that registers restricted Python filters and runs them against…
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| 44110 |
code-tree-mcp
Claim
An MCP server that indexes source code into a local database and provides tools…
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| 44111 |
litmos-mcp
Claim
Read-only MCP server for Litmos LMS that exposes user profiles, course results,…
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| 44112 |
prueba1
Claim
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| 44113 |
agentburn
Claim
Local profiler for AI agents: burn by source, overnight bill, behavioral forens…
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| 44114 |
tiktok-ads-mcp
Claim
Provides read-only access to TikTok advertising data, including campaigns, ad g…
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| 44115 |
GolfBox MCP
Claim
A local MCP server for GolfBox tee-time workflows that lets agent clients authe…
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| 44116 |
Google MCP Remote
Claim
Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
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| 44117 |
Yahoo Fantasy MCP
Claim
Enables Claude to interact with Yahoo Fantasy Baseball and Basketball leagues, …
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| 44118 |
Enables search and retrieval of verified Yeosu travel itineraries, points of in…
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| 44119 |
mcp-server-swapy
Claim
MCP server for querying the Star Wars universe via the SWAPI API, providing acc…
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| 44120 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
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| 44121 |
iwantmymtg-mcp
Claim
MCP server for I Want My MTG that enables conversational search of Magic: The G…
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| 44122 |
ObsidianMCP
Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
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| 44123 |
open-monitor
Claim
Multi-machine system monitor with a built-in MCP server that enables AI agents …
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| 44124 |
incident-io-mcp-server
Claim
Enables interaction with Incident.io to manage incidents, severities, and healt…
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| 44125 |
ism-mcp
Claim
Agent-friendly query layer over the ASD Information Security Manual, served via…
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| 44126 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 44127 |
loreto-mcp
Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
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| 44128 |
tool-smith
Claim
MCP server that routes natural language requests to structured tool calls using…
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| 44129 |
kaggle-mcp
Claim
A full-featured MCP server for the Kaggle API — competitions, datasets, kernels…
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| 44130 |
Enables real-time stock and options market data retrieval from Interactive Brok…
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| 44131 |
GenFilesMCP
Claim
Generates PowerPoint, Excel, Word, and Markdown files from natural language req…
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| 44132 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 44133 |
mcp-frete-tributario
Claim
MCP server for simulating and calculating freight tax burden during Brazil's ta…
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| 44134 |
rss-news
Claim
Enables AI to manage RSS subscriptions, fetch and summarize news, and organize …
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| 44135 |
NPI Registry MCP Server
Claim
A Model Context Protocol (MCP) server for searching the National Provider Ident…
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| 44136 |
artemis-mcp-server
Claim
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
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| 44137 |
Graphiti MCP Server
Claim
This MCP server extracts entities and relationships from text and stores them i…
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| 44138 |
Provides tools and resources for building Essential Viewer XSL views using vali…
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| 44139 |
MCP server for CSV/JSON data transformation using YAML rules
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| 44140 |
avaliabem
Claim
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| 44141 |
Agent-skills
Claim
200+ crypto tools for AI agents across 7 blockchains (Solana, Ethereum, Base, B…
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| 44142 |
futurehouse_mcp
Claim
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| 44143 |
lfwin-payment-mcp
Claim
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
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| 44144 |
Gameball MCP Server
Claim
Unified MCP server for Gameball's documentation and API integration, enabling d…
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| 44145 |
mcpdemos
Claim
Demonstrates MCP capabilities through 8 runnable demos including tools, resourc…
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| 44146 |
molon
Claim
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| 44147 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 44148 |
kfda-mcp
Claim
Enables LLM agents to query Korean drug, DUR safety rules, and health supplemen…
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| 44149 |
codex-master-mcp
Claim
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
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| 44150 |
Chargily MCP
Claim
An MCP server for the Chargily Pay V2 API, enabling payment management includin…
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