MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52201 |
techno-leave-manager-mcp
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| 52202 |
clawcall
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MCP server for ClawCall — AI-powered US phone calling.
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| 52203 |
microsoft-office-mcp
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Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
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| 52204 |
swarm-mcp
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MCP server that lets multiple coding-agent sessions on the same machine discove…
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| 52205 |
obra-cfo
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Local-first MCP that runs an investment committee on your pitch and scores fund…
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| 52206 |
Math MCP Server
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A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 52207 |
senders-mcp
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Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
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| 52208 |
MCP Debugger
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Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
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| 52209 |
Remote MCP Server
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A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
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| 52210 |
MCP Character Counter
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Provides detailed character analysis for text, counting total characters, chara…
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| 52211 |
prediction-market-mcp
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Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
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| 52212 |
chaoslimba-mcp-server
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MCP server for ChaosLimba — provides read-only access to the Romanian language …
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| 52213 |
convertfilefast
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Convert files, run PDF/image tools, create billing links, and report feedback.
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| 52214 |
jupyter-editor-mcp
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An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 52215 |
Agent-facing site in pre-launch; agents can read the site and submit intent.
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| 52216 |
mcp
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Search 200+ UnoRouter models (most free), check pricing, and chat through one k…
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| 52217 |
TokenLab MCP Server
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Read-only MCP server that exposes public TokenLab model catalog tools for agent…
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| 52218 |
AI-powered fact-checking API for AI agents. Verify any factual claim with web e…
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| 52219 |
SSH MCP Server
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An MCP server that lets an AI assistant run commands and transfer files over SS…
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| 52220 |
Enables interaction with Azure AI Foundry services for model exploration, deplo…
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| 52221 |
Payx Tavily Search
Claim
FastMCP server for Tavily search API with web search and content extraction
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| 52222 |
intelligence
Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
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| 52223 |
MCP Tool Factory
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A framework for building hot-loadable MCP tools that feature conversational neg…
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| 52224 |
MCP Dev Tools
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Provides a comprehensive set of developer utilities including UUID generation, …
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| 52225 |
poldex
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MCP server exposing PolDex commercial insurance extraction tools to AI agents.
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| 52226 |
Obsidian MCP Server
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Enables AI clients like Claude Desktop to search your local Obsidian vault note…
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| 52227 |
eda-mcp
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Enables exploratory data analysis through an MCP server, allowing AI assistants…
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| 52228 |
sec-shodan-mcp
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Provides access to Shodan's IoT search engine API for device search, host intel…
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| 52229 |
talk-safeguard-mcp
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Analyzes suspicious KakaoTalk messages and links using public data samples and …
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| 52230 |
lucide-svg-mcp
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An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
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| 52231 |
arabicfmt-mcp
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MCP server for correct Arabic formatting — currency, Hijri dates, number-to-wor…
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| 52232 |
telnyx-ai
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| 52233 |
MCP Chat Server
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Enables interactive chat with AI models via Anthropic API, supporting document …
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| 52234 |
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
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| 52235 |
chromeflow
Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
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| 52236 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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| 52237 |
chrome-mcp
Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
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| 52238 |
AI Act Radar
Claim
EU AI Act obligations and updates from ten official sources, incl. the national…
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| 52239 |
Browser Bridge MCP
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MCP server that gives AI coding assistants direct access to the browser — navig…
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| 52240 |
Joplin MCP Server
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Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
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| 52241 |
Notion Schedule Agent
Claim
An MCP server that turns your Notion task list into an AI-optimized daily sched…
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| 52242 |
AI Applyd
Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
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| 52243 |
UI Design to Code
Claim
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
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| 52244 |
reputation
Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
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| 52245 |
sumo-qa
Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
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| 52246 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 52247 |
MCP Gatekeeper
Claim
Enables users to validate MCP servers, skills, extensions, and packages for sch…
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| 52248 |
npx-vibe
Claim
Read-only npm package and project dependency preflight tools for AI application…
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| 52249 |
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
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| 52250 |
sudo-mcp-gmail
Claim
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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