MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57601 |
CarlaMCP
Claim
Enables natural language-driven creation and execution of autonomous-vehicle sc…
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| 57602 |
time-mcp
Claim
Simple MCP server that tells the time
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| 57603 |
cubox
Claim
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| 57604 |
lastfm-mcp
Claim
An MCP server for the Last.fm API that enables LLM agents to access music data …
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| 57605 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 57606 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 57607 |
Elasticsearch MCP Server
Claim
MCP server that provides tools and resources to interact with Elasticsearch clu…
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| 57608 |
Connect MCP
Claim
An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, s…
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| 57609 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 57610 |
LeetCode MCP Server
Claim
An MCP server that provides tools to interact with the LeetCode API, enabling p…
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| 57611 |
minecraft-mcp-server
Claim
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
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| 57612 |
kubera-mcp
Claim
MCP server for Kubera that lets LLMs read and update your portfolio data.
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| 57613 |
nod-mcp-server
Claim
Enables AI agents to discover and interact with business capabilities by readin…
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| 57614 |
voyager-mcp
Claim
A Voyager-inspired MCP server that enables coding agents to build and immediate…
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| 57615 |
sec-aircrack-ng-mcp
Claim
Enables AI assistants to perform authorized WiFi security assessments, includin…
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| 57616 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 57617 |
Enables AI assistants to interact with FreeCAD for 3D modeling, macros, and deb…
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| 57618 |
Official DSers MCP for dropshipping: import, edit, price, and publish products …
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| 57619 |
validator
Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
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| 57620 |
search-docs
Claim
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| 57621 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 57622 |
Arthas MCP Server
Claim
Java diagnostics MCP server for LLM integration with Alibaba Arthas, enabling a…
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| 57623 |
runware
Claim
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| 57624 |
Yandex Metrika MCP
Claim
A Model Context Protocol (MCP) server that provides access to Yandex Metrika an…
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| 57625 |
logic-pro-mcp
Claim
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
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| 57626 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 57627 |
Rod MCP Server
Claim
Browser automation for AI agents via the Model Context Protocol, enabling web n…
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| 57628 |
Northbeam MCP Server
Claim
Provides access to Northbeam marketing analytics data, enabling querying of met…
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| 57629 |
Relay
Claim
Cross-chain bridge and swap quotes, fee estimation, and transaction tracking vi…
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| 57630 |
Local-first bookmark management with semantic search and AI-powered organization
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| 57631 |
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
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| 57632 |
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
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| 57633 |
neo4j-mcp
Claim
MCP server for Neo4j graph database operations, enabling Cypher queries, node/r…
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| 57634 |
Acture MCP
Claim
Turns raw engineering signals into narrative reports by exposing GitHub data vi…
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| 57635 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 57636 |
android-shizuku-mcp
Claim
Enables LLM agents to control Android devices securely via Shizuku and Termux:A…
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| 57637 |
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
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| 57638 |
beli-mcp
Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
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| 57639 |
Codex Project Memory
Claim
Local repository memory for Codex that indexes TypeScript/JavaScript structure …
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| 57640 |
Jira MCP Server
Claim
Provides read-only issue and project management tools for Jira Server/DC, enabl…
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| 57641 |
An MCP server for weather information.
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| 57642 |
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
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| 57643 |
darknet-mcp-server
Claim
Dark web & threat intelligence for AI agents. HIBP, ThreatFox, ransomware track…
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| 57644 |
JLink MCP Server
Claim
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
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| 57645 |
finnhub-mcp-server
Claim
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
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| 57646 |
agentrails
Claim
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| 57647 |
Manages advertisements across multiple platforms including Facebook, Google, an…
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| 57648 |
Hardware-accelerated codebase mapping that indexes Git repositories into Postgr…
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| 57649 |
SEO Overview MCP Server
Claim
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
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| 57650 |
groupdocs-markdown-mcp
Claim
MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.
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