MCP Server Quality Scores
Independent quality analysis of 61551 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31201 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
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| 31202 |
parsely-mcp
Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
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| 31203 |
agentberg
Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 31204 |
Yahoo Fantasy MCP
Claim
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
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| 31205 |
MCP Translation Server
Claim
高性能满-汉双向机器翻译系统,支持形态分析和增强型翻译引擎。
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| 31206 |
keyshade-mcp
Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
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| 31207 |
api-redbox-mcp
Claim
Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LL…
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| 31208 |
Huppert MCP
Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
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| 31209 |
YesHello
Claim
Digital business cards, lead capture forms, and service listings - built and ma…
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| 31210 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 31211 |
power-bi-mcp
Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
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| 31212 |
mcp-serial-hid-kvm
Claim
Gives AI agents full keyboard, mouse, and screen access to a physical PC via a …
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| 31213 |
lfwin-payment-mcp
Claim
LFWin Payment MCP Server is a payment capability service for AI Agents. Adherin…
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| 31214 |
tanstack-start-devtools
Claim
Local development bridge between TanStack Devtools and MCP-capable coding agent…
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| 31215 |
Google Sheets MCP Server
Claim
Enables AI assistants to interact with Google Sheets, performing operations lik…
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| 31216 |
imap-mcp
Claim
Enables email management via IMAP and SMTP with multi-account support, safe sen…
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| 31217 |
pwsh-exec-mcp
Claim
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
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| 31218 |
Stitch MCP Server
Claim
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
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| 31219 |
kiasu-scout
Claim
MCP server to help businesses analyze their visibility in AI assistant recommen…
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| 31220 |
padlet-mcp-server
Claim
Enables Claude to read posts, create new posts, and add comments on Padlet boar…
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| 31221 |
mcp
Claim
People and property search for Claude and ChatGPT. Phones, emails, addresses, r…
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| 31222 |
tradingview-mcp
Claim
A Model Context Protocol (MCP) server that lets AI assistants interact with Tra…
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| 31223 |
An MCP server that enables users to generate AI images using the Jimeng AI API …
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| 31224 |
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
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| 31225 |
Enables AI-assisted meta-analysis workflows following Cochrane methodological s…
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| 31226 |
EcoOracle
Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
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| 31227 |
mcp-uk-ons
Claim
Enables querying UK Office for National Statistics datasets and their editions …
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| 31228 |
unofficial-solaredge-mcp
Claim
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
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| 31229 |
obsidian-mcp
Claim
Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/searc…
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| 31230 |
mastra-tutorial
Claim
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| 31231 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 31232 |
MATLAB MCP Server
Claim
A powerful MCP server that integrates MATLAB with AI, allowing you to execute M…
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| 31233 |
DateTime MCP Server
Claim
Provides timezone-aware date and time information with configurable time format…
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| 31234 |
WHOOP MCP Server
Claim
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
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| 31235 |
PassNinja
Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 31236 |
slop-cop
Claim
Detects and fixes LLM prose patterns in text, exposing tools for auditing and i…
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| 31237 |
better-confluence-mcp
Claim
Syncs Confluence spaces to local files for efficient editing by coding agents, …
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| 31238 |
Decompiles Java .class files, packages, and JARs into readable source code, ena…
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| 31239 |
Provides a standardized MCP interface for interacting with Shopify tools and se…
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| 31240 |
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
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| 31241 |
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
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| 31242 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 31243 |
Give AI agents access to Gmail, Calendar, Drive, and more — multi-account, mani…
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| 31244 |
rootcause-mcp
Claim
Enables AI agents to perform structured root cause analysis from clinical incid…
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| 31245 |
code-graph-mcp
Claim
MCP server for comprehensive code analysis, navigation, and quality assessment …
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| 31246 |
yasuda-figma-mcp
Claim
A read-only Figma MCP server for GitHub Copilot that renders screenshots locall…
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| 31247 |
Issues, verifies, and exchanges portable cryptographic compliance passports for…
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| 31248 |
Chromium CodeSearch MCP
Claim
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
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| 31249 |
Katamari MCP Server
Claim
An adaptive MCP server that grows and evolves based on user needs through self-…
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| 31250 |
codegraphcontext
Claim
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