MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47301 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 47302 |
searxng-mcp
Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
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| 47303 |
Access a 24/7 AI senior developer with 26 specialized tools for the full softwa…
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| 47304 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 47305 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
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| 47306 |
WavespeedMCP
Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
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| 47307 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
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| 47308 |
APS MCP Server
Claim
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
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| 47309 |
qldt-hanu-mcp
Claim
MCP server for the QLDT HANU student management system, enabling AI assistants …
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| 47310 |
front-asset-intel-mcp
Claim
Exposes precomputed asset research and rubric summaries for analyst agents, ena…
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| 47311 |
signal-mcp
Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
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| 47312 |
ottasia
Claim
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claud…
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| 47313 |
Book Database MCP Server
Claim
Enables querying a curated book database using MCP tools to retrieve basic or d…
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| 47314 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
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| 47315 |
genome-map
Claim
Access industrial fingerprint data for insight into supply chain and company pe…
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| 47316 |
agent-loop-detector
Claim
Cloudflare Workers MCP server: agent-loop-detector
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| 47317 |
Wavix
Claim
Hosted MCP server for the Wavix telecom platform: SMS, voice, 2FA, SIP, numbers…
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| 47318 |
scout-intel-mcp
Claim
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
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| 47319 |
x402-market
Claim
Let AI agents pay-per-call for any HTTP API via x402 on Base mainnet. One tool:…
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| 47320 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 47321 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 47322 |
react-design-systems-mcp
Claim
Provides component information, usage guidelines, and code generation for AWS C…
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| 47323 |
Selenium MCP Server
Claim
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
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| 47324 |
breeze-mcp
Claim
Residential proxy mcp for AI agents — fetch, search, and access geo-restricted …
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| 47325 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 47326 |
Web extraction MCP server. Scrape, crawl, extract, summarize any URL to clean m…
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| 47327 |
MCP Server Builder
Claim
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
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| 47328 |
Semantic document memory using Redis vector store. Save and recall files with n…
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| 47329 |
vibing-steampunk
Claim
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
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| 47330 |
Ghost MCP Server
Claim
Enables interaction with Ghost CMS through the Ghost Admin API via LLM interfac…
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| 47331 |
GeoLabel
Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
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| 47332 |
adaddaadaaa
Claim
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| 47333 |
Enables AI agents to audit email and domain security (SPF, DKIM, DMARC, etc.) f…
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| 47334 |
media-downloader
Claim
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
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| 47335 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 47336 |
BrewBoard CRM MCP Server
Claim
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 47337 |
A FastMCP server that provides weather-related tools using the QWeather API, en…
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| 47338 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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| 47339 |
A Model Context Protocol server that lets Claude and any other MCP-compatible c…
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| 47340 |
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
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| 47341 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 47342 |
Institutional-grade research and diligence reports on hedge funds, private equi…
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| 47343 |
solx402-mcp-server
Claim
Discover and consume x402-enabled services on Solana with seamless USDC payment…
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| 47344 |
x402-sms
Claim
Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone n…
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| 47345 |
Courier
Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
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| 47346 |
sagemath-mcp-server
Claim
MCP server wrapping SageMath's full computer algebra system — 10 symbolic-math …
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| 47347 |
MEOK Enterprise Compliance Checker — EU AI Act, DORA, GDPR automated gap analys…
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| 47348 |
acrawl
Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
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| 47349 |
DDG MCP1234
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 47350 |
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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