MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32251 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
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| 32252 |
farmbot-agent
Claim
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 32253 |
baselayer
Claim
Serves portable behavioral identity models via MCP.
Extracts how a person thin…
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| 32254 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 32255 |
WAVE MCP Server
Claim
Exposes WAVE streaming APIs as tools for AI assistants to manage live streams, …
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| 32256 |
Consult LLM MCP
Claim
An MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 …
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| 32257 |
nicheiqs
Claim
Score any market niche 0-100. Analyzes Reddit pain signals, Google Trends, and …
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| 32258 |
mailappmcp
Claim
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
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| 32259 |
YellowMCP
Claim
Reliability intelligence for remote MCP servers. Agent-native discovery for 1,7…
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| 32260 |
Promptibus MCP
Claim
Model intelligence for AI agents — syntax, params, pricing for 67+ generative A…
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| 32261 |
Shared MCP Gateway
Claim
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
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| 32262 |
searxng-mcp
Claim
An MCP server for SearXNG that provides web search capabilities with concise mo…
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| 32263 |
Enables AI agents to generate safe, runnable HTML chart pages from structured J…
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| 32264 |
web-content-extractor
Claim
Extract and process web content into clean, structured formats optimized for LL…
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| 32265 |
SentinelX Core MCP
Claim
An MCP server that proxies tool calls to a running SentinelX Core instance with…
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| 32266 |
Remote MCP server for China brand visibility, destination demand, and KOL disco…
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| 32267 |
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| 32268 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
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| 32269 |
MCP Chat
Claim
A command-line interface application enabling interactive chat with AI models v…
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| 32270 |
AnomalyArmor
Claim
Data observability tools for engineering teams: alerts, freshness, schema drift…
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| 32271 |
Summit53 CRM
Claim
48 revenue intelligence tools for AI assistants — pipeline, forecasting, outrea…
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| 32272 |
Polymarket MCP Server
Claim
Enables AI agents to interact with the Polymarket prediction market platform to…
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| 32273 |
Word Memory Tool
Claim
Manage and review vocabulary efficiently using spaced repetition and AI-powered…
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| 32274 |
openfda-mcp-server
Claim
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Strea…
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| 32275 |
Cryptopolitan MCP
Claim
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
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| 32276 |
octodock
Claim
One MCP URL for all your apps. 600+ actions for AI.
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| 32277 |
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
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| 32278 |
OSOP MCP Server
Claim
Enables AI agents to manage OSOP workflows by providing tools for validation, e…
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| 32279 |
memory-graph
Claim
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| 32280 |
MCP Aggregator Server
Claim
Provides a unified MCP interface that proxies requests to multiple backend serv…
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| 32281 |
Scrivener MCP Server
Claim
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
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| 32282 |
Text to Speech API
Claim
Convert text to MP3 speech audio in 50+ languages. x402 micropayment.
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| 32283 |
namemyapp
Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
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| 32284 |
universal-test-framework
Claim
Polyglot MCP test generation with 8-section contract enforcement across Python,…
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| 32285 |
post-server
Claim
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| 32286 |
Wise MCP Server
Claim
A gateway MCP server for the Wise API that simplifies recipient management and …
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| 32287 |
Hyperliquid Spot API
Claim
Hyperliquid spot tokens, prices, volume, wallet balances. 454 tokens. x402 micr…
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| 32288 |
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
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| 32289 |
time-mcp
Claim
Simple MCP server that tells the time
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| 32290 |
image
Claim
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| 32291 |
keyreaper
Claim
KeyReaper is an MCP server that gives Claude agents full control over API keys …
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| 32292 |
google
Claim
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| 32293 |
superset-mcp
Claim
An MCP server that provides AI assistants with full access to Apache Superset i…
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| 32294 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 32295 |
lee-becky-github-io
Claim
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| 32296 |
Httpstatus MCP
Claim
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
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| 32297 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
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| 32298 |
munimind-mcp
Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
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| 32299 |
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
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| 32300 |
Text classification API for AI agents. Classify text into topic categories with…
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