MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46951 |
grocers-design-mcp
Claim
Exposes the Grocers Design System as queryable tools for coding agents, includi…
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| 46952 |
Autonomous UX and a11y audit, fix, and verify loop. 38 tools, framework-aware p…
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| 46953 |
Madgicx
Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
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| 46954 |
Arcjet MCP
Claim
Arcjet is the runtime security platform that ships with your AI code. Enforce b…
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| 46955 |
IRONCLAW BTC Node
Claim
Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping…
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| 46956 |
colacloud-mcp
Claim
Provides access to over 2.5 million US alcohol label records from the TTB via t…
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| 46957 |
mapsi-mcp
Claim
Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, iso…
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| 46958 |
Coddie MCP Server
Claim
Secure read-only access to Coddie project planning data, enabling AI assistants…
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| 46959 |
inventpay-mcp
Claim
Manage crypto payments, stores, digital products, and orders via InventPay
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| 46960 |
FlashBank
Claim
Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitr…
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| 46961 |
Appwrite MCP
Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
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| 46962 |
chromeflow
Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
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| 46963 |
ryvo-protocol
Claim
MCP server for Ryvo Protocol state reads and prepare-only payment-channel actio…
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| 46964 |
Émile
Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
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| 46965 |
Scheduler
Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
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| 46966 |
Axiom Agentic Tools
Claim
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
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| 46967 |
audit-mcp-cli
Claim
Lightweight Node.js dependency vulnerability audit tool with CLI and MCP Server…
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| 46968 |
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
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| 46969 |
workopia
Claim
Workopia - free MCP for global job search, PDF resume builder, and AI career ad…
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| 46970 |
Library
Claim
Search and discover 25,000+ MCP servers across all major registries. Connect an…
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| 46971 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab repositories, monitor documentation c…
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| 46972 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 46973 |
MCP 3D Printer Server
Claim
Enables users to connect Claude with various 3D printer management systems, all…
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| 46974 |
A template for building MCP servers in Next.js applications using the Vercel MC…
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| 46975 |
kiira
Claim
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| 46976 |
lore
Claim
Living typed knowledge graph for software projects, exposed over MCP so coding …
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| 46977 |
LiftMCP
Claim
Makes websites AI-agent-ready via MCP. Each property gets its own hosted MCP se…
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| 46978 |
agentscore
Claim
MCP security trust layer: scan packages, inspect repos, check exposure, monitor…
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| 46979 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 46980 |
Model work domains, score tasks for AI suitability, and design organisations.
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| 46981 |
Mailgent MCP Server
Claim
Provides identity infrastructure for AI agents to manage email communications, …
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| 46982 |
lemonado-mcp
Claim
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| 46983 |
engine
Claim
AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
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| 46984 |
Velaris Intelligence
Claim
AI-generated customer success reports for Velaris platform users. Authenticates…
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| 46985 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 46986 |
Dorico MCP Server
Claim
An MCP server that enables natural language control of Steinberg Dorico music n…
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| 46987 |
mcp-everything
Claim
A single Python package that bundles 18 plug-and-play MCP servers for Claude, a…
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| 46988 |
local-mcp
Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 46989 |
Enterprise PostgreSQL MCP secured by Aegis Zero-Trust to block unauthorized SQL…
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| 46990 |
Unified ticketing MCP server for Jira, Linear, Trello, Notion, and GitHub Issue…
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| 46991 | — | |||||||||
| 46992 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol server that…
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| 46993 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 46994 |
powershell-mcp
Claim
Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.
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| 46995 |
searoute_mcp
Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
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| 46996 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 46997 |
Time Tracking MCP
Claim
Enables natural language time tracking through Claude with markdown file storag…
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| 46998 |
security-scanner-mcp
Claim
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| 46999 |
SMS en Masse
Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
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| 47000 |
Stratum MCP Server
Claim
Enables AI coding agents to execute formal, stateful workflows with typed contr…
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