MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25501 |
Tweetsmash
Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
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| 25502 |
An MCP server that implements iterative refinement of responses through self-cr…
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| 25503 |
vyazen
Claim
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| 25504 |
ACM-68000 DPU resolver. First CPG product eligibility checker on MCP.
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| 25505 |
Defense MCP
Claim
This is a Linux OS hardening tool. Take a fresh install and immediately harden …
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| 25506 |
oecd-search
Claim
Discover OECD datasets and indicators, and browse categories across economy, he…
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| 25507 |
mosta-net
Claim
1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + R…
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| 25508 |
An MCP server that provides visual memory and context storage with knowledge gr…
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| 25509 |
MCP Compatible Server
Claim
A dual-protocol MCP server that supports both modern Streamable HTTP and legacy…
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| 25510 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
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| 25511 |
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
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| 25512 |
bluesky-context-server
Claim
Bluesky instance integration for querying and interaction
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| 25513 |
runframe-mcp-server
Claim
MCP server for Runframe incident management covering incidents, on-call, postmo…
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| 25514 |
dailyhotmcp
Claim
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
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| 25515 |
MCP Server for BoondManager API - 158 tools across 36 domains for ERP/CRM data
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| 25516 |
qasper
Claim
Discover and book businesses via AI agents.
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| 25517 |
COTI Private Assets
Claim
Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer t…
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| 25518 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 25519 |
CloudAIWallet
Claim
MCP-native cloud wallet platform. Connect your OpenClaw gateway, Claude Desktop…
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| 25520 |
minimax
Claim
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| 25521 |
mcp-playwright-ai
Claim
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| 25522 |
Weather
Claim
Real-time weather conditions and multi-day forecasts via Open-Meteo — free, no …
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| 25523 |
artscii
Claim
LLMs can't draw. This MCP can. 81 arts + 100 kaomoji + diagrams + charts.
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| 25524 |
PortMaster MCP
Claim
Enables comprehensive Windows process and service management with secure UAC el…
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| 25525 |
jira_just_ai
Claim
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| 25526 |
thunder-compute
Claim
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| 25527 |
DuckDuckGo MCP Server
Claim
A basic MCP server built with FastMCP framework that provides example tools for…
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| 25528 |
Twilio MCP Server
Claim
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 25529 |
Vouch
Claim
Run Safe -> Run Fast -> Run Cheap
Vouch- we are an advanced Ai Deterministic l…
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| 25530 |
MCP Stdio
Claim
Stdio-to-HTTP relay for MCP servers
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| 25531 |
Puppeteer Browser
Claim
Browser automation server that enables interaction with web pages, taking scree…
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| 25532 |
A GitHub-based implementation of the Model Context Protocol that enables LLMs t…
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| 25533 |
cloudpayments-mcp
Claim
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find tr…
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| 25534 |
Junos MCP
Claim
MCP server for Juniper Networks device operations via junos-ops
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| 25535 |
Mobile Device MCP
Claim
Control iOS and Android devices with multi-device and seamless Native/WebView s…
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| 25536 |
Search federal government contract opportunities from SAM.gov via Claude
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| 25537 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 25538 |
Microsoft Teams API
Claim
AI-native Microsoft Teams integration — read chats, send messages, search people
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| 25539 |
Search Google Maps businesses, generate B2B lead lists, and validate emails. Lo…
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| 25540 |
inventpay-mcp
Claim
Manage crypto payments, stores, digital products, and orders via InventPay
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| 25541 |
Project Gutenberg MCP
Claim
Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text…
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| 25542 |
coinmarketcap-mcp
Claim
Coinmarketcap - 30 tools for data, metrics, and on-chain analytics
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| 25543 |
vibelogin-mcp
Claim
Add authentication to your app without leaving your IDE.
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| 25544 |
Knowledge Raven
Claim
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, …
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| 25545 |
Synology NAS
Claim
MCP server for Synology NAS — browse files, monitor health, and automate operat…
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| 25546 |
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
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| 25547 |
openfda-mcp-server
Claim
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Strea…
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| 25548 |
bazaar-mcp
Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
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| 25549 |
mcp-server-mssql
Claim
MCP server for Microsoft SQL Server using mssql-python
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| 25550 |
mcp-hashlib
Claim
An MCP server that exposes hashlib functionality
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