MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47251 |
mcp-carrefour-drive
Claim
MCP server for Carrefour Drive that enables AI assistants to search products, m…
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| 47252 |
Bitrix24 MCP Server
Claim
Enables language models to interact with Bitrix24 CRM, providing tools to manag…
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| 47253 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 47254 |
Brave Search MCP Server
Claim
Enables web search via Brave Search API with freshness filters, full page conte…
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| 47255 |
Genfeed
Claim
Create, review and schedule social content from your AI agent. Approval-first.
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| 47256 |
Screen Vision MCP Server
Claim
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
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| 47257 |
mcp-saphana
Claim
MCP server for SAP HANA enabling querying, schema exploration, and bulk data ex…
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| 47258 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
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| 47259 |
monkeysee
Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
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| 47260 |
qbo-mcp
Claim
MCP server for editing QuickBooks Online transactions via natural language or C…
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| 47261 |
kops
Claim
A read-only kubectl MCP server for AI assistants. The kubectl verb is hardcoded…
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| 47262 |
Oh My Cassette
Claim
Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, …
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| 47263 |
currency-and-oil
Claim
Track live USD/RUB and EUR/RUB exchange rates and Brent crude prices in USD and…
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| 47264 |
Jimeng MCP Server
Claim
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 47265 |
ai-mcp-toolkit
Claim
An MCP server providing tools for web research, code review, and concept explan…
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| 47266 |
opnsense-mcp-server
Claim
Exposes the OPNsense REST API to AI clients, enabling natural language manageme…
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| 47267 |
UpToCode
Claim
Evidence-backed architecture-quality analysis for Python agent applications.
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| 47268 |
Enables AI agents to read, edit, execute cells, and capture outputs from Jupyte…
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| 47269 |
LSD MCP Template
Claim
Template for serving FastMCP servers over Streamable HTTP within a LangGraph Se…
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| 47270 |
imessage-kit-mcp
Claim
Enables reading, sending, and managing iMessage conversations on macOS through …
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| 47271 |
perun-mcp
Claim
Enables AI agents to search for cheap flights, InPost parcel lockers, and hotel…
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| 47272 |
A Model Context Protocol server that enables querying and analyzing NetSuite sa…
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| 47273 |
Flux Memory
Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
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| 47274 |
NetOps
Claim
A comprehensive network management platform for tracking devices, sites, and to…
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| 47275 |
cross-review
Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
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| 47276 |
Video Info MCP
Claim
Enables comprehensive video file analysis including extracting metadata, stream…
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| 47277 |
MCP server that enables searching Korean patents, trademarks, and designs via K…
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| 47278 |
wasabi-wacm-connect-mcp
Claim
MCP server for the Wasabi WACM Connect API, enabling management of account hier…
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| 47279 |
shokunin
Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
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| 47280 |
genai_sandbox_nuvepro
Claim
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| 47281 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 47282 |
IFCX MCP
Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
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| 47283 |
logiwa-mcp-server
Claim
An MCP server for the Logiwa IO (WMS) API that lets MCP clients work with wareh…
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| 47284 |
Andiamo
Claim
Plan door-to-door trips across French trains, buses, transit and flights.
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| 47285 |
watush-mcp
Claim
A send-only Telegram MCP server enabling agents to message you or named contact…
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| 47286 |
code-intel-mcp
Claim
MCP server that gives AI agents deep code understanding across multiple git rep…
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| 47287 |
CodeContext
Claim
Enables AI coding assistants to automatically detect and inject team-specific c…
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| 47288 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 47289 |
Agent Room
Claim
A multi-agent collaboration layer for AI coding agents enabling real-time commu…
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| 47290 |
gg-mcp
Claim
A Model Context Protocol (MCP) server that connects AI agents to Google Workspa…
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| 47291 |
visual-understand-mcp
Claim
Provides image understanding capabilities to coding models without vision suppo…
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| 47292 |
claude-consult-mcp
Claim
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
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| 47293 |
Browser-MCP Navigator
Claim
Ultra-fast browser automation server over Chrome DevTools Protocol (CDP), expos…
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| 47294 |
suprawall-mcp
Claim
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
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| 47295 |
wyt-mcp
Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
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| 47296 |
Ethereum RPC MPC Server
Claim
An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC…
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| 47297 |
TrainingPeaks MCP
Claim
Connect TrainingPeaks to Claude and other AI assistants via the Model Context P…
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| 47298 |
Figma Comments MCP
Claim
A lightweight MCP server that adds Figma Comments support to AI assistants, ena…
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| 47299 |
Web Search MCP
Claim
Provides LLMs with real-time web search and content extraction capabilities, in…
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| 47300 |
testyb2
Claim
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