MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53851 |
pharma-mcp
Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
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| 53852 |
demo
Claim
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| 53853 |
Fal.ai MCP Server
Claim
Enables seamless integration with Fal.ai's 600+ image generation models includi…
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| 53854 |
ExcaliDraw Skill Pack
Claim
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
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| 53855 |
mcp-tools-server
Claim
A general-purpose MCP server with utility tools including datetime information,…
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| 53856 |
taiwan-holiday-mcp
Claim
A Taiwan holiday query server based on the Model Context Protocol, providing ac…
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| 53857 |
vibe-annotations
Claim
MCP server that exposes web page annotations to AI coding agents, enabling auto…
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| 53858 |
MCP Security Emulator
Claim
Simulates security attacks by providing LLM attack test payloads to validate Mo…
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| 53859 |
Workers build management. Get insights and manage your Cloudflare Workers Build…
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| 53860 |
Validate HTML/CSS, audit SEO and JSON-LD, check links, and capture responsive s…
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| 53861 |
mcp
Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
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| 53862 |
overseerr-mcp
Claim
MCP server for Overseerr that enables searching, requesting, and managing media…
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| 53863 |
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
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| 53864 |
voygent-mcp-app-demo
Claim
A Pizza Builder MCP server that demonstrates interactive in-chat UI widgets for…
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| 53865 |
windcraft-mcp
Claim
Enables Cursor and Claude Code to read design tokens and rules, and validate co…
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| 53866 |
Payment firewall for x402: scans for replay, overpayment, PII/secret leaks, pro…
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| 53867 |
reins MCP Server
Claim
Provides tools for AI coding agents to read and write shared team context, incl…
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| 53868 |
sentry-mcp
Claim
Enables interaction with Sentry organizations, projects, and issues directly fr…
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| 53869 |
mimo-mcp
Claim
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capab…
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| 53870 |
koreanpulse
Claim
English-first Korean equity intelligence — real-time DART filings, foreign-hold…
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| 53871 |
AI Evaluator MCP Server
Claim
A comprehensive framework for evaluating AI responses using Inspect AI and Petr…
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| 53872 |
memorybank
Claim
Portable long-term memory store for agents, exposed over MCP.
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| 53873 |
pywebview-mcp
Claim
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
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| 53874 |
negative-results-mcp
Claim
Negative results intelligence for drug discovery: inactive compounds, failed se…
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| 53875 |
safeguard-mcp
Claim
Enables AI agents to scan, redact, and govern sensitive data before sending it …
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| 53876 |
smartfarm-connect
Claim
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| 53877 |
ChatGPT MCP Plus
Claim
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
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| 53878 |
Yahoo Fantasy MCP
Claim
A Model Context Protocol server that provides read-only access to Yahoo Fantasy…
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| 53879 |
PDF to Text MCP Server
Claim
Converts PDF files to text for use with MCP-compatible applications like Cursor…
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| 53880 |
fj-mcp
Claim
MCP server for Forgejo that exposes tools for pull requests, repositories, and …
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| 53881 |
ProtonMail MCP Server
Claim
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
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| 53882 |
ChEMBL MCP Server
Claim
A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity …
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| 53883 |
md2doc
Claim
Converts Markdown files to Word documents with Chinese official document format…
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| 53884 |
openclaw-mcp
Claim
Bridges AI assistants with OpenClaw Gateway, enabling them to chat with OpenCla…
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| 53885 |
claude-bridge
Claim
Shared MCP server enabling two Claude Code instances to collaborate over the in…
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| 53886 |
markview
Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
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| 53887 |
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
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| 53888 |
Flarelink
Claim
Build on the Flarelink stack — Cloudflare auth, D1, and R2 — from your AI codin…
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| 53889 |
mcpqueen
Claim
The graded MCP registry: live-probes every remote server in the official regist…
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| 53890 |
csrd-compliance-mcp
Claim
Csrd Compliance MCP Server by MEOK AI Labs
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| 53891 |
inbody-api-mcp
Claim
Enables retrieval of InBody body composition data including profile, scan histo…
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| 53892 |
Real-time Solana KOL trading intelligence and deployer analytics via x402 micr…
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| 53893 |
The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities…
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| 53894 |
onchain-mcp
Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
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| 53895 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 53896 |
Enables AI agents to compose fake chat conversations and generate deep links to…
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| 53897 |
mcp-finance
Claim
Provides financial data tools like stock price, company info, historical data, …
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| 53898 |
mimir
Claim
Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP …
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| 53899 |
personal-timesheet-mcp
Claim
MCP server providing CRUD operations for timesheet management via REST API endp…
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| 53900 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
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