MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38251 |
AmiyaBot MCP Server
Claim
Provides MCP server and CLI for querying Arknights game data, including operato…
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| 38252 |
codescan-mcp-server
Claim
MCP server enabling AI models to interact with Codescan's API for listing proje…
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| 38253 |
carter-mcp
Claim
Enables AI assistants to author and push CAR-TER control surface layouts to pai…
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| 38254 |
openworkdays
Claim
Zero-signup business-day date-math API: add days, count days between dates, is-…
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| 38255 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
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| 38256 |
Search Docs MCP
Claim
Enables semantic search across multiple AI library documentations to keep codin…
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| 38257 |
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
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| 38258 |
nextcloud-mcp-server
Claim
Enables AI agents to perform file operations and sharing management on NextClou…
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| 38259 |
essentials
Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
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| 38260 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 38261 |
Surf MCP Server
Claim
Enables access to 86 crypto data endpoints from the Surf API, including market …
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| 38262 |
dns-intel
Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
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| 38263 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
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| 38264 |
AI Commander
Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
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| 38265 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 38266 |
mobila
Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
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| 38267 |
vector-mcp
Claim
A production-grade MCP server for integrating RAG into AI agents, supporting mu…
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| 38268 |
cockpit-mcp
Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
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| 38269 |
agentrecall
Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
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| 38270 |
dml-bps-mcp
Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
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| 38271 |
claude-cursor-mcp
Claim
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
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| 38272 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 38273 |
Doctor Claude
Claim
Provides Claude Code with access to peer-reviewed medical information from Medl…
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| 38274 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 38275 |
Sky PC MCP Companion
Claim
本地MCP工具,通过截图、OCR、键盘和聊天输入与PC游戏《光遇》交互,支持AI客户端陪聊和实验。
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| 38276 |
SMC-MCP
Claim
Enables AI agents to analyze price action using Smart Money Concepts (market st…
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| 38277 |
dext
Claim
Dext - Modern Full Stack Framework for Delphi
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| 38278 |
Checks domain availability for registration using RDAP APIs, supporting .com an…
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| 38279 |
notebooklm-mcp
Claim
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
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| 38280 |
MCP server for querying Factry Historian.
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| 38281 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
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| 38282 |
Enables querying a PostgreSQL database using natural language by retrieving con…
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| 38283 |
Django DRF MCP Server
Claim
Enables natural language interaction with Django REST Framework APIs by auto-di…
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| 38284 |
Jedox MCP Server
Claim
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
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| 38285 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 38286 |
apple-event-mcp
Claim
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
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| 38287 |
Verlon AI MCP
Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 38288 |
FutureSearch MCP Server
Claim
Give your AI a research team. Forecast, score, classify, or research every row …
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| 38289 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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| 38290 |
swiss-knife
Claim
Provides MCP tools for common developer operations like file outlining, git com…
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| 38291 |
An MCP server that runs concurrent, session-isolated Playwright browser context…
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| 38292 |
Mattermost MCP Server
Claim
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
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| 38293 |
todo-mcp
Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
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| 38294 |
API Ninjas MCP
Claim
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
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| 38295 |
SAP MCP Server
Claim
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
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| 38296 |
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
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| 38297 |
rug-check
Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
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| 38298 |
DealHub MCP server for admins. Manage versions and users with 7 tools via Claud…
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| 38299 |
mcp-zotero
Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
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| 38300 |
AskTable MCP Server
Claim
Enables interaction with AskTable's data analytics platform through MCP protoco…
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