MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54201 |
screen-mcp
Claim
Captures screen, detects text regions, and runs OCR to return a compact JSON wi…
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| 54202 |
Chromanche
Claim
Lets any MCP-capable coding agent drive your real, logged-in Chrome through a l…
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| 54203 |
einvoice-mcp
Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
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| 54204 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 54205 |
eToro MCP Server
Claim
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
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| 54206 |
youtube-mcp
Claim
A local-first MCP server for inspecting and managing a creator-owned YouTube ch…
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| 54207 |
mcp-weather
Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
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| 54208 |
Matter Web Controller
Claim
Enables control of Matter smart-home devices via REST and MCP APIs, supporting …
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| 54209 |
expense-tracker
Claim
Manages personal expenses through natural language with tools for adding, updat…
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| 54210 |
Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses u…
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| 54211 |
aep
Claim
Full-CRUD Adobe Experience Platform server: 48 tools for schemas, ingestion, pr…
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| 54212 |
A Python template for building MCP servers with Streamable HTTP transport, prov…
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| 54213 |
claude-code-mcp
Claim
Streamline development by automating code generation and fixes, file operations…
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| 54214 |
kokkai-mcp
Claim
Enables search, retrieval, and summarization of Japanese National Diet meeting …
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| 54215 |
Claude Code History MCP
Claim
Search and reference your Claude Code conversation history directly from Claude…
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| 54216 |
Agent Memory MCP
Claim
MCP server for agent-maintained memories, allowing creation, reading, updating,…
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| 54217 |
Healix
Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
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| 54218 |
gomoku-mcp-server
Claim
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
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| 54219 |
Generates high-quality 8-second videos with native audio from text prompts or i…
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| 54220 |
whatsapp-mcp-assistant
Claim
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
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| 54221 |
An MCP server implementation that enables searching and retrieving research art…
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| 54222 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 54223 |
vectora
Claim
AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Cla…
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| 54224 |
Gateco
Claim
Permission-aware retrieval for AI systems: policy-enforced access to organizati…
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| 54225 |
ecommerce-mcp
Claim
Enables AI to view and manage e-commerce data such as products, orders, and cou…
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| 54226 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs via the Model Context Protocol, so you can manag…
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| 54227 |
Mattermost MCP Server
Claim
Enables comprehensive Mattermost administration and operations, including manag…
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| 54228 |
Faultline
Claim
Check infrastructure health, manage incidents, and run runbooks in Faultline.
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| 54229 |
Microsoft Ads MCP Server
Claim
A Model Context Protocol (MCP) server for Microsoft Advertising (Bing Ads / Duc…
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| 54230 |
WPCafe MCP Server
Claim
Connect any MCP-compatible AI assistant to your WordPress site running the WPCa…
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| 54231 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 54232 |
Aurora 4x MCP Server
Claim
Read-only MCP server that lets Claude query your Aurora 4x campaign database fo…
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| 54233 |
streamable-mcp-server
Claim
A starting template for building a Streamable HTTP MCP server using TypeScript,…
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| 54234 |
UnityMCP
Claim
Integrate AI assistants seamlessly into your Unity projects. Monitor editor sta…
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| 54235 |
coherence-mcp-server
Claim
Enables AI agents to interact with the Coherence Network platform, allowing the…
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| 54236 |
GitHub Code Reviewer
Claim
Enables fetching Pull Request diffs from GitHub and posting inline review comme…
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| 54237 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 54238 |
icloud-mcp
Claim
An MCP server that bridges Claude Desktop to iCloud Mail, Calendar, Reminders, …
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| 54239 |
dev-env-mcp
Claim
A local MCP server that provides a safe, structured way to manage Python enviro…
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| 54240 |
meok-attestation-verify
Claim
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
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| 54241 |
claudeForSafari
Claim
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control ov…
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| 54242 |
Secure MCP server for quarantined web content extraction with two-layer prompt …
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| 54243 |
ProjectMind MCP
Claim
Gives AI coding assistants persistent project memory and semantic code search, …
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| 54244 |
Halo LMS MCP Server
Claim
MCP server that provides access to Grand Canyon University's Halo LMS, enabling…
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| 54245 |
reframed-mcp
Claim
Tailors a resume to a job description by providing two voice-preserving version…
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| 54246 |
spiderswitch
Claim
MCP server that enables agents to dynamically switch between multiple AI models…
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| 54247 |
fast_award_screener_mcp
Claim
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
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| 54248 |
A real security scanning MCP server for medical information systems, supporting…
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| 54249 |
jwt-ai-mcp
Claim
jwt-ai-mcp MCP server by MEOK AI Labs
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| 54250 |
kodiak
Claim
Verifiable fact-checking: verdict, confidence, sources, and a tamper-evident ce…
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