MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31051 |
GitHub MCP Server
Claim
Enables AI assistants to interact with GitHub repositories via the REST API, su…
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| 31052 |
mcp-data-fulton
Claim
Enables searching and querying Fulton County Open Data (Socrata) for datasets, …
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| 31053 |
linkmeta-api
Claim
Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD)…
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| 31054 |
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
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| 31055 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
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| 31056 |
GitHub Issues MCP Server
Claim
Enables AI assistants to discover, filter, and triage GitHub issues across repo…
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| 31057 |
vibe-guard
Claim
MCP server that provides project guardrails including prior art research, proje…
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| 31058 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 31059 |
k8s-ops-mcp-server
Claim
Connects Claude Desktop to any Kubernetes cluster, enabling natural language qu…
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| 31060 |
fitness-mcp
Claim
A personal remote MCP server for fitness data that provides read-only tools to …
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| 31061 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 31062 |
discord-mcp
Claim
Enables AI clients to manage Discord servers, including channels, messages, rol…
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| 31063 |
MCP Cobot Server
Claim
Controls a MyCobot280 robot arm through MCP tools, allowing joint angle manipul…
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| 31064 |
test-server
Claim
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| 31065 |
App Store Publisher MCP
Claim
Enables publishing Android apps to Samsung Galaxy Store and Huawei AppGallery d…
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| 31066 |
AI financial agent: due diligence, SEC 10-K, Kelly Criterion. Pay-per-call via …
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| 31067 |
Dell Unity MCP Server
Claim
An MCP server for Dell Unity storage arrays that automatically generates tools …
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| 31068 |
HimiTrace MCP Server
Claim
A Model Context Protocol (MCP) server connecting AI agents to the Polygon block…
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| 31069 |
invgate-mcp
Claim
A read-only MCP server for InvGate Asset Management, enabling natural language …
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| 31070 |
multi-search-mcp
Claim
An MCP server that aggregates search results from Baidu, Bing, and Sogou withou…
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| 31071 |
sienge-mcp
Claim
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| 31072 |
Sprout Social MCP Server
Claim
Provides full Sprout Social API coverage for AI-powered social media management…
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| 31073 |
gwas-mcp
Claim
Enables AI-powered access to major biological databases for GWAS, protein, vari…
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| 31074 |
mcp-pypi
Claim
An MCP server built with FastMCP that provides basic terminal abilities like ru…
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| 31075 |
Plugin Hub
Claim
Single MCP server providing over 500 developer tools for Claude Code, covering …
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| 31076 |
A unified MCP server for querying and managing multiple database types (Postgre…
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| 31077 |
Meta Ads MCP
Claim
A Model Context Protocol server that lets AI assistants run your Meta Ads end t…
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| 31078 |
beam-analysis
Claim
A lightweight MCP server for linear-static structural analysis of bridges and b…
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| 31079 |
brief-mcp
Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
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| 31080 |
ContextKeeper MCP Server
Claim
MCP server for ContextKeeper that enables AI assistants to read and modify cont…
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| 31081 |
Rouse Context
Claim
Turn your Android phone into an MCP server. AI assistants connect on demand, qu…
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| 31082 |
sap-adt-ddic
Claim
Enables querying and manipulating SAP ABAP/DDIC objects via ADT REST, including…
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| 31083 |
sql-mcp-server
Claim
A secure MCP server for database access via FastMCP, supporting SQLite, Postgre…
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| 31084 |
smithery_claude
Claim
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| 31085 |
openllmc
Claim
Unified MCP server exposing the full OpenLLM gateway API (one tool per operatio…
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| 31086 |
mcp-nager-holidays
Claim
MCP server for accessing Nager.Date public holidays data. It provides tools to …
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| 31087 |
QA Testing MCP Server
Claim
Enables AI agents to perform comprehensive web application testing including vi…
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| 31088 |
fi-eli-mcp
Claim
Enables accessing Finnish legislation from the Finlex open-data API, listing st…
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| 31089 |
Search Console Analytics
Claim
Analyze Google Search Console performance with rich dimensions, advanced filter…
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| 31090 |
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
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| 31091 |
Provides full execution and management capabilities for Microsoft Fabric Data E…
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| 31092 |
Poland payments for AI agents — BLIK via Stripe. Never holds funds.
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| 31093 |
fast-webfetch-mcp
Claim
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
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| 31094 |
caelian
Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 31095 |
Nigeria FIRS/NRS MBS e-invoicing for AI agents - validate, sign, confirm invoic…
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| 31096 |
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
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| 31097 |
Intervals.icu MCP Server
Claim
Enables interaction with Intervals.icu data, including activities, wellness, an…
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| 31098 |
mcp-sentry
Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
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| 31099 |
toolgate-firecrawl-mcp
Claim
A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, an…
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| 31100 |
Browser MCP Server
Claim
Enables AI clients to directly control a real Chrome/Edge browser via a WebSock…
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