MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45101 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
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| 45102 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 45103 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
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| 45104 |
setlistify
Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
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| 45105 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
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| 45106 |
AsyncAPI-MCP
Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
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| 45107 |
MCPacer
Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
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| 45108 |
capitainecarbone
Claim
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| 45109 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
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| 45110 |
Memory MCP
Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
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| 45111 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 45112 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
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| 45113 |
health-check-ai-mcp
Claim
health-check-ai-mcp MCP server by MEOK AI Labs
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| 45114 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 45115 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
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| 45116 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 45117 |
pharma-mcp
Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
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| 45118 |
Web Search MCP Server
Claim
Provides web search capabilities using the Tavily API, enabling AI models to se…
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| 45119 |
gitbridge-mcp
Claim
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
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| 45120 |
xstocks
Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
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| 45121 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 45122 |
cockpit-mcp
Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
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| 45123 |
Enables creation and editing of Word, Excel, and PowerPoint documents within MC…
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| 45124 |
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
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| 45125 |
Math MCP Server
Claim
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
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| 45126 |
Enables web search and content fetching via DuckDuckGo without requiring an API…
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| 45127 |
Chaos Mesh MCP Server
Claim
Enables chaos engineering on Kubernetes clusters by providing tools to inject f…
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| 45128 |
@designjs/mcp-server
Claim
MCP server that enables AI coding agents to read and write to a local-first HTM…
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| 45129 |
mcp-cookbook
Claim
Enables browsing recipes, searching by category, and viewing detailed recipe in…
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| 45130 |
Implements a secure MCP server with API Key and JWT authentication, providing t…
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| 45131 |
GlassFlow MCP Server
Claim
Model Context Protocol server for managing and diagnosing GlassFlow streaming p…
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| 45132 |
mcp-ux-vision
Claim
Enables AI-powered visual analysis of webpages for UI/UX assessment, including …
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| 45133 |
mcp-redact
Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
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| 45134 |
Anki MCP
Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
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| 45135 |
Mapbox MCP Server
Claim
Provides Mapbox geocoding, routing, isochrones, map matching, and static map im…
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| 45136 |
Provides programmatic access to Google Search Console API data through Claude C…
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| 45137 |
appstore-connect-mcp
Claim
Check app review status, read reviews, download sales reports from App Store Co…
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| 45138 |
mcp-server-metatool
Claim
A proxy MCP server that aggregates tools from multiple MCP servers and forwards…
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| 45139 |
Amber
Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
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| 45140 |
Report issues related to MCP integration with Claude here.
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| 45141 |
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
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| 45142 |
gorgon-scout
Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
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| 45143 |
easy-mysql-mcp
Claim
Enables AI assistants to inspect and query a MySQL database through safe, struc…
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| 45144 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
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| 45145 |
EODHD MCP Server
Claim
Enables access to financial market data including EOD, intraday, fundamentals, …
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| 45146 |
restheart
Claim
The Agent-Ready Backend for MongoDB.
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| 45147 |
agent-bridge-mcp
Claim
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
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| 45148 |
Conta Azul MCP
Claim
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
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| 45149 |
Oecd
Claim
OECD MCP — Organisation for Economic Co-operation and Development data
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| 45150 |
MCP server for Razorpay API.
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