MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38151 |
Search Docs MCP
Claim
Enables semantic search across multiple AI library documentations to keep codin…
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| 38152 |
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
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| 38153 |
nextcloud-mcp-server
Claim
Enables AI agents to perform file operations and sharing management on NextClou…
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| 38154 |
essentials
Claim
Essential MCP server: HTTP, web search, downloads, Wolfram|Alpha, shell, JS, fi…
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| 38155 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 38156 |
Surf MCP Server
Claim
Enables access to 86 crypto data endpoints from the Surf API, including market …
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| 38157 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 38158 |
dns-intel
Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
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| 38159 |
Ideogram MCP Server
Claim
Enables image generation, editing, and description using Ideogram AI's models t…
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| 38160 |
Grizzly SMS MCP Server
Claim
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
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| 38161 |
AI Commander
Claim
AI Commander is a remote shell for AI agents. It lets an MCP client (Claude, Co…
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| 38162 |
GAM Seller MCP Node
Claim
A governed, read-only MCP server for ad inventory discovery from Google Ad Mana…
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| 38163 |
mobila
Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
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| 38164 |
vector-mcp
Claim
A production-grade MCP server for integrating RAG into AI agents, supporting mu…
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| 38165 |
FBEM
Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
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| 38166 |
cockpit-mcp
Claim
40 AI prompts + self-hosted ops dashboard for homelab and small-team sysadmins
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| 38167 |
agentrecall
Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
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| 38168 |
dml-bps-mcp
Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
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| 38169 |
claude-cursor-mcp
Claim
Enables Claude.ai to interact with the Cursor editor to read files, write code,…
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| 38170 |
Google Maps MCP Server
Claim
A general-purpose Google Maps MCP server that provides geocoding, place search,…
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| 38171 |
polycodegraph
Claim
Multi-language code-graph MCP server with 18 tools for structural code queries …
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| 38172 |
Doctor Claude
Claim
Provides Claude Code with access to peer-reviewed medical information from Medl…
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| 38173 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 38174 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 38175 |
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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| 38176 |
context-index-mcp
Claim
A lightweight MCP server that maps keywords to file paths instantly using a JSO…
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| 38177 |
SMC-MCP
Claim
Enables AI agents to analyze price action using Smart Money Concepts (market st…
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| 38178 |
Cerase Tasks MCP
Claim
A tasks and projects board MCP server for agents, providing create, list, and s…
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| 38179 |
dext
Claim
Dext - Modern Full Stack Framework for Delphi
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| 38180 |
Checks domain availability for registration using RDAP APIs, supporting .com an…
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| 38181 |
notebooklm-mcp
Claim
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
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| 38182 |
aha-mcp
Claim
Enables natural language interaction with Home Assistant for managing entities,…
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| 38183 |
MCP server for querying Factry Historian.
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| 38184 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
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| 38185 |
Enables querying a PostgreSQL database using natural language by retrieving con…
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| 38186 |
Django DRF MCP Server
Claim
Enables natural language interaction with Django REST Framework APIs by auto-di…
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| 38187 |
Jedox MCP Server
Claim
Local MCP server for the Jedox OLAP platform enabling LLM clients to interact w…
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| 38188 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 38189 |
llm-redteam-mcp
Claim
An MCP server that runs curated adversarial prompts against local Ollama models…
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| 38190 |
apple-event-mcp
Claim
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
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| 38191 |
MCP Sample Project
Claim
A sample MCP project enabling AI to interact with external tools via WebSocket …
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| 38192 |
Verlon AI MCP
Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 38193 |
IntentForge MCP Server
Claim
Enables coding agents to convert natural language engineering prompts into edit…
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| 38194 |
FutureSearch MCP Server
Claim
Give your AI a research team. Forecast, score, classify, or research every row …
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| 38195 |
MCP-Claude
Claim
Enables chatting with AI directly in Roblox Studio to read, write, and modify s…
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| 38196 |
swiss-knife
Claim
Provides MCP tools for common developer operations like file outlining, git com…
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| 38197 |
An MCP server that runs concurrent, session-isolated Playwright browser context…
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| 38198 |
Mattermost MCP Server
Claim
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
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| 38199 |
todo-mcp
Claim
A simple, powerful Todo list manager for Claude Desktop and other MCP-compatibl…
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| 38200 |
API Ninjas MCP
Claim
Wraps the API Ninjas multi-endpoint data API, enabling AI agents to access a wi…
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