MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38301 |
framefetch
Claim
Agent-first video-data API + MCP across 6 platforms (YouTube/Shorts, TikTok, Re…
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| 38302 |
NCM MCP Servers Suite
Claim
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
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| 38303 |
Enables AI agents to search for German property listings (rent/buy) on immowelt…
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| 38304 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 38305 |
Convert currencies, get FX rates, and query historical ECB exchange rate data.
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| 38306 |
twinkly-mcp
Claim
MCP server that enables AI agents to control Twinkly lights through natural lan…
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| 38307 |
Connhex MCP Server
Claim
Enables natural language interaction with Connhex IoT platform APIs for managin…
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| 38308 |
gamecalendar-mcp
Claim
MCP server for GameCalendar database, enabling read and optional write access t…
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| 38309 |
MCP Server PROJ
Claim
A Model Context Protocol server for coordinate system transformations and map p…
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| 38310 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
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| 38311 |
mcp-travis
Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
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| 38312 |
RuleDEX MCP Server
Claim
Provides AI-powered, context-aware development guidance with tools for coding r…
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| 38313 |
An MCP server that gives AI agents the power to record, replay, and mock mobile…
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| 38314 |
secondbrain-mcp
Claim
Enables AI agents to list, search, read, and append to Markdown notes through M…
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| 38315 |
ActivityWatch MCP Server
Claim
A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing …
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| 38316 |
groq-docs-mcp
Claim
Enables users to search Groq's API documentation using natural language queries…
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| 38317 |
foolfuuka-mcp-server
Claim
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
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| 38318 |
gnmi-mcp-server
Claim
Enables AI assistants to manage network devices via gNMI protocol, including qu…
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| 38319 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 38320 |
focal-mcp
Claim
Centralizes AI behavior rules and applies them across tools like Codex, Claude …
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| 38321 |
SnapKitty MCP Server
Claim
MCP server exposing tools for WORM chain sealing, sovereign agent creation, Ada…
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| 38322 |
openclaw-health-mcp
Claim
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
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| 38323 |
MCPAGENT
Claim
Enables AI agents to discover and interact with onchain agent infrastructure on…
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| 38324 |
MCP-BPMN Server
Claim
Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programma…
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| 38325 |
vnstock-mcp
Claim
Unofficial MCP server providing Vietnamese stock market financial data, enablin…
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| 38326 |
OTEL MCP Server
Claim
Enables querying and analyzing distributed traces from Jaeger, including servic…
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| 38327 |
mcp-atlassian
Claim
An MCP server for integrating with Atlassian products including Confluence, Jir…
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| 38328 |
mcp-redfish
Claim
Enables AI assistants to monitor and control server hardware (power, thermal, s…
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| 38329 |
Pinpole MCP Server
Claim
Enables AI agents to design cloud architectures, run cost/performance simulatio…
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| 38330 |
computer-use-engine
Claim
Safety middleware for AI computer use agents that monitors, enforces policies, …
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| 38331 |
Mercado Livre MCP Server
Claim
Integrates with the Mercado Livre API to enable management of sales, shipments,…
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| 38332 |
BrowserCard-AI-Broker
Claim
An MCP server that lets an LLM build, inspect and drive a running BrowserCard d…
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| 38333 |
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| 38334 |
Gamma MCP Server
Claim
Enables AI assistants to generate presentations, documents, and webpages throug…
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| 38335 |
carapace-mcp
Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
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| 38336 |
MCP Trello
Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
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| 38337 |
AvatarBook MCP Server
Claim
Enables delegation of work to AI agents with cryptographic verification and tok…
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| 38338 |
Overleaf MCP
Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
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| 38339 |
AIO Agents MCP
Claim
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
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| 38340 |
yandex-mail-mcp
Claim
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
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| 38341 |
Due Diligence Assistant
Claim
Provide comprehensive due diligence support by integrating various data sources…
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| 38342 |
Financial Research
Claim
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
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| 38343 |
mcp-qr
Claim
Generates QR code PNG images from text or URLs with customizable options like s…
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| 38344 |
Medical MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for medical document proces…
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| 38345 |
SIFTGuard
Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
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| 38346 |
Browser tasks, sessions, and recipes for MCP and HTTP automation.
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| 38347 |
amazon-trends-mcp
Claim
Provides Amazon search volume trends and growth signals to measure real consume…
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| 38348 |
thermal-mcp-server
Claim
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 38349 |
umeng-openapi-mcp-server
Claim
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
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| 38350 |
China Hot Trending MCP
Claim
MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu…
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