MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 7 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32701 |
PredMCP
Claim
Polymarket + Hyperliquid + macro for AI agents. 38 tools, signal backtest, SSE …
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| 32702 |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
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| 32703 |
aksara-mcp
Claim
Enables AI agents to transliterate between Latin-script Javanese and Aksara Jaw…
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| 32704 |
ContextEngine
Claim
Persistent memory and mechanical enforcement for AI coding agents — so they sto…
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| 32705 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 32706 |
navigravity
Claim
An intelligent MCP server that enables AI agents to act as sophisticated music …
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| 32707 |
Azure DevOps MCP Server
Claim
Enables AI assistants to search, create, update, and manage work items in Azure…
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| 32708 |
OA-Y MCP Service
Claim
MCP for managing courses via HTTP API at oa-y.com.
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| 32709 |
Variel MCP Server
Claim
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
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| 32710 |
go-docs-mcp
Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
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| 32711 |
eCardWidget MCP Server
Claim
Enables AI assistants to interact with an eCardWidget account using a scoped AP…
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| 32712 |
BlindOracle
Claim
Unchallengeable AI agent security audits. MASSAT framework covers all 10 OWASP …
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| 32713 |
bitcoinbenji-mcp
Claim
Lightning-paid (L402) Bitcoin mempool intelligence + sovereign on-prem AI infer…
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| 32714 |
PipeDrive MCP Server
Claim
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
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| 32715 |
Enables LLMs to dynamically search, scrape, and query official documentation of…
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| 32716 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 32717 |
blastradius
Claim
Analyzes npm dependency upgrades to reveal which files and functions in your co…
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| 32718 |
superpower-codex-mcp
Claim
Coordinates Codex and Antigravity CLI for a structured software development wor…
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| 32719 |
yt-dlp
Claim
Enables video metadata extraction and downloading from platforms like TikTok an…
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| 32720 |
XenonFlare MCP Server
Claim
Enables AI assistants to manage social media accounts, upload media (videos and…
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| 32721 |
notebooklm-mcp
Claim
MCP server for Google NotebookLM that allows asking questions to notebooks and …
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| 32722 |
Blumen Komander München
Claim
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
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| 32723 |
jc-mcp
Claim
Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, incl…
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| 32724 |
mcpvault
Claim
Local, encrypted credential vault for AI agents that enables secure multi-accou…
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| 32725 |
freelo-mcp-server
Claim
MCP server for Freelo project management API, enabling task, project, and time …
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| 32726 |
mcp-ispkeeper
Claim
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
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| 32727 |
Mercadona Skill MCP
Claim
Enables personalized Mercadona grocery orders via natural language, with Nutri-…
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| 32728 | — | |||||||||
| 32729 |
re-vtil
Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
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| 32730 |
DataForSEO MCP Server
Claim
Enables AI assistants to access comprehensive SEO data through DataForSEO APIs,…
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| 32731 |
Python MCP Custom Server
Claim
Extends Claude Desktop with custom tools for file management, system operations…
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| 32732 |
MCP Docs Server
Claim
Fetches and parses documentation from llms.txt files to enable AI assistants to…
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| 32733 |
Drupal Scout MCP
Claim
A Model Context Protocol server for local Drupal development that combines file…
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| 32734 |
gmail-mcp6
Claim
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| 32735 |
mac-cua
Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
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| 32736 |
Enables connection to PostgreSQL databases for EC solution platforms to query a…
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| 32737 |
Compact Prompt
Claim
This MCP server compacts prompts to save on token usage.
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| 32738 |
Fillout.io MCP Server
Claim
Enables form management, response handling, and analytics through the Fillout.i…
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| 32739 |
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
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| 32740 |
sliver-mcp
Claim
A Model Context Protocol server for the Sliver C2 framework that exposes operat…
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| 32741 |
mcp-browser-parallel
Claim
Multi-instance parallel browser MCP server that manages multiple isolated brows…
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| 32742 |
infra-ops-mcp
Claim
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
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| 32743 |
Enables AI agents to execute Lua code, inspect scripts, spy on remotes, and int…
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| 32744 |
MCP SQL Server
Claim
A Model Context Protocol server that enables Claude to query, monitor, and anal…
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| 32745 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
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| 32746 |
VibeGit MCP Server
Claim
Logs and analyzes AI assistant conversations, including file operations and too…
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| 32747 |
mobile-security-mcp
Claim
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
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| 32748 |
Registry Browser MCP
Claim
Exposes Registry Browser operations (embed, de-embed, publish, create packages)…
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| 32749 |
KernelMind
Claim
Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
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| 32750 |
arcgis-lacounty
Claim
Enables AI agents to search and query Los Angeles County open geospatial datase…
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