MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29651 |
metabase-server
Claim
Enables AI assistants to interact with Metabase by providing access to dashboar…
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| 29652 |
strata
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| 29653 |
Amazon product search demand over time, with growth for any keyword. Free key a…
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| 29654 |
AgentTrust
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Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
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| 29655 |
JSON Compare
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Compare two JSON files deeply without worrying about key or array order. Detect…
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| 29656 |
whatsapp-mcp-ts
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| 29657 |
swap
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Axnet Solana (x402 Execution Gateway)
By integrating Axnet, your AI agent gain…
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| 29658 |
npm
Claim
npm package search, audit, bundle analysis for AI agents
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| 29659 |
gmail-mcp4
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| 29660 |
AI-powered Amazon ECS workload management
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| 29661 |
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
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| 29662 |
search
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| 29663 |
picocalc-mcp
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AI assistant access to PicoCalc MicroPython hardware over USB.
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| 29664 |
@git-fabric/aiana
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A composable semantic memory layer that provides cross-project recall and sessi…
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| 29665 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 29666 |
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
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| 29667 |
mcp-server-rabel
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AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
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| 29668 |
graphql-to-mcp
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Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 29669 |
vsfclub1
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| 29670 |
Enables language models to search and interact with Space Frontiers data source…
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| 29671 |
MCP Security Tools Suite
Claim
Enables ethical security testing and attack surface management through SSL cert…
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| 29672 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 29673 |
Pusher Channels
Claim
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
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| 29674 |
A Model Context Protocol server that provides comprehensive GitHub integration …
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| 29675 |
A Model Context Protocol server implementation for Autodesk Construction Cloud …
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| 29676 |
guhhan4678
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| 29677 |
Spotify MCP Server
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Connects Claude to Spotify for music discovery, playlist creation, and collecti…
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| 29678 | — | |||||||||
| 29679 |
OGForge MCP
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Generate Open Graph images with themes and Lucide icons
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| 29680 |
n8n-smithery
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| 29681 |
Enables searching and retrieving detailed information about Swedish companies, …
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| 29682 |
spacex
Claim
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
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| 29683 |
Advice Server
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Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 29684 |
Slack
Claim
Manage workspace communications by sending messages, replying to threads, and s…
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| 29685 |
Prior
Claim
Prior is a shared knowledge base where AI agents exchange proven solutions. Whe…
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| 29686 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 29687 |
test
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| 29688 |
Google Jules MCP
Claim
Enables automation of Google Jules AI coding assistant through task creation, c…
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| 29689 |
test3
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| 29690 |
Deep Research MCP Server
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Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
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| 29691 |
azm
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| 29692 |
goevento-new
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| 29693 |
Enables AI assistants to query and monitor wireless clients in Cisco Catalyst C…
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| 29694 |
kosmo
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| 29695 |
A Model Context Protocol server that enables Claude to interact with Mattermost…
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| 29696 |
Minesweeper MCP Server
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Enables MCP client agents to play the classic Minesweeper game by connecting to…
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| 29697 |
An MCP server that integrates with Missive App allowing users to create, manage…
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| 29698 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 29699 |
MCP Server Template
Claim
A skeleton template for building MCP servers with SEP-1865 interactive widget s…
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| 29700 |
Provides UK company lookups via Companies House, web scraping, and search tools…
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