MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58851 |
DramaCraft
Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
|
— | ||||||||
| 58852 |
Modal MCP Server
Claim
Connects AI agents to Modal.com infrastructure, allowing management of deployme…
|
— | ||||||||
| 58853 |
article-scraper-mcp
Claim
Enables fetching and parsing news articles from URLs, extracting title, text, a…
|
— | ||||||||
| 58854 |
Auralogs
Claim
Read-only access to Auralogs production logs: search logs, inspect errors, revi…
|
— | ||||||||
| 58855 |
notmuchproxy
Claim
Enables LLMs to search and read email from a notmuch archive, providing tools f…
|
— | ||||||||
| 58856 |
Sovereignty Scan
Claim
EU AI Act sovereignty scanning. Provider residency, registration status, audit …
|
— | ||||||||
| 58857 |
mcp
Claim
Domain registrar for AI agents. Search, register, and manage domains via API.
|
— | ||||||||
| 58858 |
Cleo Skills MCP turns 45 production-grade product-compliance skills into a nati…
|
— | ||||||||
| 58859 |
mcp-scorecard
Claim
Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionabl…
|
— | ||||||||
| 58860 |
topt
Claim
|
— | ||||||||
| 58861 |
A comprehensive Model Context Protocol server that bridges LLMs with self-hoste…
|
— | ||||||||
| 58862 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
|
— | ||||||||
| 58863 |
macuse
Claim
Bridges AI assistants with native macOS functionality through the Model Context…
|
— | ||||||||
| 58864 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
|
— | ||||||||
| 58865 |
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
|
— | ||||||||
| 58866 |
thinking-toolkit
Claim
## Thinking Toolkit
*Twelve structured techniques for diagnosing and resolving…
|
— | ||||||||
| 58867 |
signet-eval
Claim
Deterministic policy enforcement and MCP management for AI agent tool calls.
|
— | ||||||||
| 58868 |
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
|
— | ||||||||
| 58869 |
Ingest and analyze Terraform modules from multiple repositories for AI RAG syst…
|
— | ||||||||
| 58870 |
shelter
Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
|
— | ||||||||
| 58871 |
Marvenn MCP Server
Claim
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
|
— | ||||||||
| 58872 |
libofcongress-mcp-server
Claim
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
|
— | ||||||||
| 58873 |
argus
Claim
Automated web QA via Chrome DevTools MCP — JS, a11y, security, visual, env diff…
|
— | ||||||||
| 58874 |
Genius
Claim
Genius MCP — songs, artists, annotations metadata
|
— | ||||||||
| 58875 |
gods-eye-geospatial-mcp
Claim
gods-eye-geospatial-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 58876 |
GitHub MCP Server
Claim
Enables users to interact with GitHub via natural language requests, executing …
|
— | ||||||||
| 58877 |
Automate GitHub development from task discovery to PR merge with session-based …
|
— | ||||||||
| 58878 |
Ninar AI
Claim
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 mo…
|
— | ||||||||
| 58879 |
Gradus Notation
Claim
Render music notation (SVG/MusicXML/MIDI), analyze, search music theory. Free, …
|
— | ||||||||
| 58880 |
Multi-workspace Slack MCP server with draft+confirm safety, vault auto-export, …
|
— | ||||||||
| 58881 |
Playwright selector risk checks with healing suggestions and receipts.
|
— | ||||||||
| 58882 |
tiktok-mcp
Claim
|
— | ||||||||
| 58883 |
Magento Cloud MCP Server
Claim
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
|
— | ||||||||
| 58884 |
TDM MCP Server
Claim
Enables AI agents to perform local session-state checks for TDM, helping decide…
|
— | ||||||||
| 58885 |
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
|
— | ||||||||
| 58886 |
lore-mcp
Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
|
— | ||||||||
| 58887 |
Office Word MCP Server
Claim
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
|
— | ||||||||
| 58888 |
ToolSnap MCP
Claim
AI agent microtools. fetch_extract: 98.1% token reduction. $0.02 USDC on Base. …
|
— | ||||||||
| 58889 |
agent-magnet
Claim
Self-learning memory for AI tools. Remembers user preferences and context acros…
|
— | ||||||||
| 58890 |
mcpoauthscopegate-mcp
Claim
OAuth scope approvals and consent receipts for remote MCP servers.
|
— | ||||||||
| 58891 |
pondlog-usgs
Claim
USGS Water Services MCP server. Real-time streamflow, gage height, and site met…
|
— | ||||||||
| 58892 |
mcp-server-clawhub
Claim
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
|
— | ||||||||
| 58893 |
security-tools
Claim
Provides security tools (prompt injection detection, CVE lookup, version impact…
|
— | ||||||||
| 58894 |
QuickChart MCP Server
Claim
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
|
— | ||||||||
| 58895 |
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
|
— | ||||||||
| 58896 |
Proxmox AIops
Claim
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
|
— | ||||||||
| 58897 |
UK Food Standards Agency + EU Reg 178/2002 + HACCP + allergen labelling complia…
|
— | ||||||||
| 58898 |
An MCP server that generates professional and context-aware responses to custom…
|
— | ||||||||
| 58899 |
GetCurrentOffer
Claim
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
|
— | ||||||||
| 58900 |
Transcribe and understand local audio/video with CrispASR and local models only.
|
— | ||||||||