MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59251 |
PTP MCP Server
Claim
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
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| 59252 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 59253 |
Gemini MCP Server
Claim
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 59254 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 59255 |
apple-event-mcp
Claim
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
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| 59256 |
Enables AI agents to query component governance rules, validate component props…
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| 59257 |
onchain-mcp
Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
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| 59258 |
Druling MCP Server
Claim
A platform for building and managing MCP servers and REST APIs, enabling AI int…
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| 59259 |
telegram-mcp
Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
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| 59260 |
nyc-property-intel
Claim
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
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| 59261 |
metatool-app
Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
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| 59262 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 59263 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 59264 |
A10 Guardian
Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
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| 59265 |
MCP Apple Notes
Claim
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
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| 59266 |
E2B Sandbox MCP
Claim
A Model Context Protocol server that enables AI assistants to create, control, …
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| 59267 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
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| 59268 |
endiagram
Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
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| 59269 |
THOUGHT
Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
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| 59270 |
test
Claim
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| 59271 |
Google Docs MCP Server
Claim
A powerful Model Context Protocol (MCP) server implementation for seamless Goog…
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| 59272 |
Enables semantic search over documentation stored in a Vectorize database using…
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| 59273 |
USDA NASS MCP Server
Claim
Enables access to USDA NASS agricultural statistics data through natural langua…
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| 59274 |
Enables Claude Desktop to detect construction site hazards from photos, analyze…
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| 59275 |
kubopt
Claim
Kubernetes cluster cost analysis and optimization. Query costs, find savings op…
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| 59276 |
yifangyun-mcp-server
Claim
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
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| 59277 |
gemini-bridge-mcp
Claim
MCP server for Google Gemini that does not require an API key, combining a CLI …
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| 59278 |
A high-performance MCP server for Trello integration with 97% token reduction t…
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| 59279 |
geo-agent
Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
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| 59280 |
Enables programmatic management of Substack content, including creating drafts,…
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| 59281 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 59282 |
Gmail MCP Server
Claim
Enables AI assistants to interact with Gmail through natural language, supporti…
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| 59283 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 59284 |
idelrpg
Claim
Gamifies software development by allowing agents to create quests, track progre…
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| 59285 |
mcp-nasa-power
Claim
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
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| 59286 |
embercore
Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
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| 59287 |
MCP Weather Server
Claim
Provides weather alerts and forecasts for US locations using the National Weath…
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| 59288 |
Plaud Notes MCP Server
Claim
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
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| 59289 |
askgrokmcp
Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
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| 59290 |
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
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| 59291 |
node-red-mcp
Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
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| 59292 |
tabby-mcp
Claim
A lightweight MCP server that enables control of the Tabby terminal via Chrome …
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| 59293 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 59294 |
deep-search-mcp
Claim
A deep web search MCP server using LinkUp API that provides a deep_search tool …
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| 59295 |
MemeStack MCP
Claim
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
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| 59296 |
ggui
Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
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| 59297 |
mem-forensics-mcp
Claim
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
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| 59298 |
LogScribe MCP
Claim
Handles log file management and analysis with tools to list, read, search, filt…
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| 59299 |
mcparr
Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
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| 59300 |
Enables AI tools to interact with browsers for enhanced frontend development, p…
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