MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48651 |
fairchem-mcp
Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
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| 48652 |
Termux MCP Server
Claim
Enables remote control of Android phones via Claude Desktop, offering 45+ tools…
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| 48653 |
reddit-mcp
Claim
A read-only MCP server that connects to the Reddit Data API to search posts, br…
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| 48654 |
mcp-hko
Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
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| 48655 |
whisper-windows-mcp
Claim
Windows-native local audio and video transcription using whisper.cpp with Vulka…
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| 48656 |
A streamlined foundation for building Model Context Protocol servers in Python,…
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| 48657 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 48658 |
Orbis Prism MCP
Claim
Analyzes Hytale game SDK by automatically detecting the installation, decompili…
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| 48659 |
prompt-optimizer-2-0-0
Claim
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| 48660 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 48661 |
arxiv-retrive
Claim
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| 48662 |
Silicon Analysts
Claim
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
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| 48663 |
Pactus
Claim
Pactus is an MCP server for parsing and validating ISO 20022 payment messages d…
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| 48664 |
mcp2
Claim
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| 48665 |
TVControl
Claim
MCP server that enables AI agents to control TradingView Desktop locally, perfo…
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| 48666 |
code-reviewer-ai-mcp
Claim
code-reviewer-ai-mcp MCP server by MEOK AI Labs
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| 48667 |
@cynicalsally/cli
Claim
Provides brutally honest code reviews, explanations, and refactoring suggestion…
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| 48668 |
mtl-trello-mcp
Claim
Enables managing Trello boards, lists, cards, labels, and members through natur…
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| 48669 |
Exposes SAP OData v4 actions as AI-callable tools, enabling natural language sc…
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| 48670 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
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| 48671 |
Minimal demo of Entra ID authentication with MCP and HTTP+SSE transport, using …
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| 48672 |
Figma AI Bridge
Claim
Enables AI assistants to control Figma in real-time through Model Context Proto…
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| 48673 |
cabin-flights
Claim
Search and book real flights with USDC on Base. 500+ airlines, crypto-native pa…
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| 48674 |
Generates comprehensive API test plans (positive, negative, and boundary/edge c…
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| 48675 |
locus
Claim
Hierarchical markdown memory palace for AI agents — structured palace navigatio…
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| 48676 |
x402station
Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
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| 48677 |
Provides custom tools to the Gemini model for spatially grounding responses usi…
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| 48678 |
Android MCP
Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
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| 48679 |
trello-mcp
Claim
Enables AI assistants to manage Trello boards, lists, cards, comments, checklis…
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| 48680 |
dependency-fitness-mcp
Claim
npm dependency fitness: deprecated/yanked/superseded + verified safe migration …
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