MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54801 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 54802 |
UPS MCP Server
Claim
Enables AI agents to create shipments, track packages, get rates, validate addr…
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| 54803 |
Antigravity Agent Config
Claim
Provides tools to manage, initialize, and synchronize standardized agent config…
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| 54804 |
apra-mcp
Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
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| 54805 |
Enables natural language interaction with Allure TestOps API for managing test …
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| 54806 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 54807 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 54808 |
pharma-signal-api
Claim
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
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| 54809 |
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
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| 54810 |
Google Scholar
Claim
Search Google Scholar for academic papers, citations, and author profiles.
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| 54811 |
onchain-safety-mcp
Claim
MCP server that provides AI agents with crypto token safety checks (honeypot, l…
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| 54812 |
agent-audit-trail
Claim
Compliance infrastructure for agentic AI. Immutable audit logging, policy enfor…
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| 54813 |
MEV Intelligence
Claim
Real-time Ethereum liquidation intelligence for AI agents and MEV bots.
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| 54814 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 54815 |
spotifyscraper
Claim
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
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| 54816 |
invarianteval-mcp
Claim
Enables AI agents to run safety-invariant checks on structured outputs, ensurin…
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| 54817 |
Kickstart development with a ready-made TypeScript project for quickly adding t…
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| 54818 |
Bitbucket MCP Server
Claim
Enables interaction with Bitbucket repositories through the Model Context Proto…
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| 54819 |
railinfo-mcp
Claim
Enables real-time Indian Railways information retrieval, including live train r…
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| 54820 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 54821 |
Semantic Notes Vault MCP
Claim
Connects AI assistants to an Obsidian vault as a semantic knowledge graph, enab…
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| 54822 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 54823 |
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
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| 54824 |
Linear Cache MCP
Claim
Cache-first MCP server for Linear that provides tools to search, read, create, …
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| 54825 |
test
Claim
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| 54826 |
Sablier MCP Server
Claim
An MCP server that lets AI assistants analyze portfolios, stress-test scenarios…
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| 54827 |
MCP AST Explorer
Claim
Python symbol exploration for codebase onboarding agents.
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| 54828 |
Renge Bot
Claim
Enables controlling a semi-autonomous Minecraft bot via MCP, supporting tasks l…
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| 54829 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
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| 54830 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 54831 |
airbyte-oss-mcp
Claim
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
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| 54832 |
Parsley MCP Server
Claim
Enables AI assistants to access buyer intent signals, MEDDIC qualification data…
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| 54833 |
mouser-search-mcp
Claim
Provides tools to search the Mouser Electronics parts catalog via keyword, part…
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| 54834 |
vault-mcp
Claim
A remote MCP server that enables language models to search, read, and write not…
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| 54835 |
true-solar-time-mcp
Claim
Converts civil time to true solar time and audits whether civil and solar times…
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| 54836 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 54837 |
An MCP server implementation that enables searching and retrieving research art…
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| 54838 |
mcp-server-graphdb
Claim
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| 54839 |
Unsplash MCP Server
Claim
Enables searching and downloading photos from Unsplash via the Unsplash API, wi…
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| 54840 |
asdfagwg
Claim
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| 54841 |
jp-pint-mcp
Claim
jp-pint-mcp
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| 54842 |
ezyVet MCP Server
Claim
Enables AI agents to manage veterinary practice data through ezyVet API, includ…
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| 54843 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 54844 |
Alexandria MCP
Claim
Provides access to 61 public digital libraries through a single unified interfa…
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| 54845 |
agent-mosaic-skill
Claim
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
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| 54846 |
studio-mcp
Claim
Enables LLM agents to orchestrate a film production pipeline from brief to fina…
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| 54847 |
ideb-mcp
Claim
Exposes Brazilian education data (IDEB) by municipality for consultation via Cl…
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| 54848 |
Kova Mind MCP Server
Claim
Enables AI memory persistence and secure credential management via vault tools …
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| 54849 |
Java Code Generator
Claim
Generate secure Java code snippets and starter projects for common tasks. Learn…
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| 54850 |
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
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