MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45651 |
digeguigui
Claim
Global reptile & exotic pet knowledge base. 633 species, AI identification, gen…
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| 45652 |
mcp-paywall
Claim
HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phas…
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| 45653 |
refua-mcp
Claim
MCP server for biological protein design, folding, and affinity prediction usin…
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| 45654 |
linux-admin-mcp-server
Claim
Linux system administration via AI agents — MCP server for managing services, p…
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| 45655 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 45656 |
MCP Ethers Server
Claim
A complete ethers.js v6 wrapper for Claude with 40+ tools for Ethereum blockcha…
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| 45657 |
redfin-mcp
Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
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| 45658 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 45659 |
Dr.Deploy
Claim
MCP tools for drdeploy: scan deployed sites, list, get findings, check status.
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| 45660 |
@alog-world/mcp
Claim
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
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| 45661 |
MCP Apple Notes
Claim
Enables AI assistants like Claude to search and reference your Apple Notes usin…
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| 45662 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
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| 45663 |
testlocal_mcp1
Claim
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| 45664 |
MCP server for data engineering: validation, transformation, visualization, and…
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| 45665 |
mcp-themeparks
Claim
Enables access to live theme park wait times, schedules, and attraction data fr…
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| 45666 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 45667 |
AI Scanner
Claim
Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.
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| 45668 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 45669 |
packmate-mcp
Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
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| 45670 |
MCP-Trust-Kit
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 45671 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
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| 45672 |
Review Guru MCP Server
Claim
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
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| 45673 |
swarmpay
Claim
Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.
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| 45674 |
case-mcp
Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
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| 45675 |
Enables AI agents to create, share, discover, and execute reusable multi-step w…
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| 45676 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 45677 |
zotero-cli-cc
Claim
MCP server that exposes 45 tools for Zotero reference management, enabling AI a…
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| 45678 |
Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…
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| 45679 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 45680 |
EODHD MCP Server
Claim
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
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| 45681 |
Kratos-MCP
Claim
A memory system for AI coding tools that stores and retrieves codebase context …
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| 45682 |
QRMint MCP Server
Claim
Enables AI assistants to generate styled QR codes with customizable colors, sty…
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| 45683 |
statewrightgate-mcp
Claim
A paid remote MCP for Statewright, built to return verdicts, receipts, usage lo…
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| 45684 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
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| 45685 |
MCP server for generating charts using AntV. Supports various chart types throu…
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| 45686 |
csf
Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
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| 45687 |
topease-customs-data
Claim
全球海关贸易数据MCP服务器,支持按企业名称、产品关键字、HS编码等多维度查询238个国家/地区的进出口贸易数据。
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| 45688 |
Control Google Home and Amazon Alexa speakers from Claude Desktop using natural…
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| 45689 |
code-explainer
Claim
Cloudflare Workers MCP server: code-explainer
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| 45690 |
sally-ai-mcp
Claim
Chat with Sally about metabolic health and pay per interaction using x402 with …
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| 45691 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 45692 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
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| 45693 |
repo-memory
Claim
A different approach from typical persistent-memory MCPs. Instead of a local
SQ…
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| 45694 |
ibitlabs-mcp
Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
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| 45695 |
xcode-mcp
Claim
Bridges AI assistants with Xcode to control projects, builds, simulators, testi…
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| 45696 |
ai-crawler-policy
Claim
Cloudflare Workers MCP server: ai-crawler-policy
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| 45697 |
agentpay-feed-mcp
Claim
Real-time agentic newsfeed for MCP tools and capabilities
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| 45698 |
Agent Tools
Claim
9 utility tools for agents: DNS, WHOIS, email, IP, URL, headers, QR, text, tech…
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| 45699 |
SNAP Protocol
Claim
Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, …
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| 45700 |
CwikiMCP
Claim
Read-only MCP server for the Apache Incubator Confluence wiki, enabling page lo…
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