MCP Server Quality Scores
Independent quality analysis of 43536 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37201 |
X(Twitter) V2 MCP Server
Claim
An MCP server for interacting with the Twitter/X API v2, enabling AI assistants…
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| 37202 |
Enables interaction with Dialpad's tools and services through a unified API, al…
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| 37203 |
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
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| 37204 |
FrancoLabs
Claim
UX research platform: manage studies, browse templates, read responses and anal…
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| 37205 |
mcp-query
Claim
A local MCP server for secure database querying from Claude Code, with Apple Ke…
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| 37206 |
repro-mcp
Claim
An MCP server that logs AI-assisted scientific computing sessions, capturing pr…
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| 37207 |
cco-mcp
Claim
Real-time audit and approval system for Claude Code tool calls, enabling monito…
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| 37208 |
Monad MCP Server
Claim
Enables interaction with the Monad Testnet blockchain, including reading block …
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| 37209 |
hyperd-mcp
Claim
Pre-trade DeFi intelligence for AI agents. 20 paid x402 endpoints, USDC on Base.
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| 37210 |
lookup-domain
Claim
Retrieve comprehensive registration details for any domain. View nameservers, c…
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| 37211 |
Overlord MCP Server
Claim
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
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| 37212 |
OpenProject MCP Server
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A comprehensive MCP server for integrating with OpenProject API, enabling AI as…
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| 37213 |
Enables programmatic access to Meta Ads data and management features, including…
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| 37214 |
Award Flight Daily
Claim
Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
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| 37215 |
snipara-mcp
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Lightweight MCP connector that provides persistent project memory and context o…
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| 37216 |
katzilla
Claim
300+ free public & government data sources behind one API key, for AI agents.
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| 37217 |
Provide comprehensive marketing analytics and AI-powered insights by integratin…
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| 37218 |
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
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| 37219 |
Eventbrite MCP Server
Claim
This is a Model Context Protocol (MCP) server that provides tools for interacti…
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| 37220 |
shebe
Claim
Fast BM25 full-text search for code repositories. 14 MCP tools, 2ms search late…
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| 37221 |
Fireblocks MCP Server
Claim
Enables AI assistants to securely interact with Fireblocks services through the…
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| 37222 |
ros-mcp-server
Claim
The ROS MCP Server supports robot control by converting user-issued natural lan…
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| 37223 |
cangjie-mcp
Claim
MCP server for the Cangjie programming language, providing documentation search…
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| 37224 |
static-mcpify
Claim
Turns structured content from a CMS into a static MCP server, enabling AI agent…
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| 37225 |
XLMCP
Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
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| 37226 |
Ra Pay
Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 37227 |
datetime
Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
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| 37228 |
mcp-mysql-explorer
Claim
MCP server that connects AI agents to MySQL databases for schema exploration, d…
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| 37229 |
BigQuery MCP server
Claim
A Model Context Protocol server that provides access to BigQuery. This server e…
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| 37230 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 37231 |
employment-ai
Claim
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
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| 37232 |
color-palette
Claim
Cloudflare Workers MCP server: color-palette
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| 37233 |
A Model Context Protocol server implementation for Autodesk Construction Cloud …
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| 37234 |
gridpane-mcp
Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
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| 37235 |
GID MCP Server
Claim
Enables AI to analyze, query, and manage a graph-based representation of softwa…
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| 37236 |
AIX MCP Server
Claim
An extensible MCP server with a plugin system, proxy forwarding, web dashboard,…
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| 37237 |
MCP Ollama
Claim
Integrates Ollama's local AI models with MCP clients, enabling listing models, …
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| 37238 |
maacgo-mcp
Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
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| 37239 |
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
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| 37240 |
A production-ready MCP server that exposes Aider's code editing capabilities vi…
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| 37241 |
community-ff-mcp
Claim
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
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| 37242 |
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
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| 37243 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
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| 37244 |
TMDB MCP Server
Claim
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
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| 37245 |
candiceai
Claim
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| 37246 |
Testing Farm MCP Server
Claim
Enables submitting FMF-based test requests to Testing Farm and listing availabl…
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| 37247 |
Webex Bot MCP
Claim
Enables automated messaging, room management, and team collaboration through th…
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| 37248 |
奇黄&智草MCP医疗助手
Claim
MCP server for hybrid medical consultation integrating Western and Traditional …
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| 37249 |
agent-browser-mcp
Claim
An MCP server that provides browser automation capabilities, enabling LLMs to c…
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| 37250 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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