MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 1 hour, 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62301 |
Signal MCP
Claim
An MCP server that runs developer tooling commands (tests, linters, etc.) and r…
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| 62302 |
GetKin MCP Server
Claim
Provides six tools for LLM infrastructure: model recommendation, availability c…
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| 62303 |
mcp-infra
Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
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| 62304 |
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
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| 62305 |
MCP Project Guard
Claim
This MCP server automatically analyzes project architecture and finds similar c…
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| 62306 |
mcp_hospirfq_processor
Claim
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
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| 62307 |
mastra-ai-course
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| 62308 |
scout-mcp-server
Claim
MCP server for browser automation with anti-detection. Scout pages, find elemen…
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| 62309 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 62310 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 62311 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 62312 |
Knowledge Raven
Claim
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, …
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| 62313 |
keyper
Claim
Encrypts and stores API keys and environment variables locally, providing them …
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| 62314 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 62315 |
Web Scraper MCP Server
Claim
Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 62316 |
AgentsPodium Hosting
Claim
Create, watch, pay for and connect hosted AI agent pods on AgentsPodium. Needs …
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| 62317 |
sovereign-mcp
Claim
MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering lo…
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| 62318 |
TokenLens MCP
Claim
Analyze AI conversations to estimate token costs, detect waste, and generate op…
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| 62319 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 62320 |
mcp-devops-onpremise
Claim
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
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| 62321 |
Caplets
Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
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| 62322 |
UX Pilot
Claim
UX Pilot's design agent for your AI tools: on-brand UI, design systems and Reac…
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| 62323 |
VPS MCP Server
Claim
Enables remote command execution, scripting, file operations, and persistent tm…
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| 62324 |
bash-vet-mcp
Claim
MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -…
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| 62325 |
ZGTS Derma Roller
Claim
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
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| 62326 |
Corpo MCP Server
Claim
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
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| 62327 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 62328 |
Enable seamless integration of Notion data with your LLM applications by exposi…
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| 62329 |
google-slides-mcp
Claim
Enables low-level interaction with Google Slides API, including template reuse,…
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| 62330 |
Òtítọ́
Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
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| 62331 |
aria-mcp-affald-horsens
Claim
MCP server that provides household waste collection schedules for Horsens Kommu…
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| 62332 |
wp-mcp-control-server
Claim
MCP server that connects AI clients to WordPress for content management, site s…
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| 62333 |
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
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| 62334 |
MCP RepoBridge
Claim
Enables safe repository inspection and Docker-sandboxed command execution via M…
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| 62335 |
money-split-mcp
Claim
A remote, multi-user MCP server for splitting group expenses, enabling users to…
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| 62336 |
decixa-mcp
Claim
MCP server for Decixa that helps AI agents find and resolve APIs for tasks usin…
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| 62337 |
secscan-mcp
Claim
MCP server for Cursor that scans codebases for security issues including hardco…
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| 62338 |
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
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| 62339 |
vsfclubnew
Claim
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| 62340 |
cattle-market
Claim
Mercado ganadero argentino, gratis y sin cupo: INMAG, precios, dispersión, rema…
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| 62341 |
owlpost
Claim
A high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sendi…
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| 62342 |
Alibaba Cloud MCP Server
Claim
Enables AI assistants to manage Alibaba Cloud resources via natural language, w…
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| 62343 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
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| 62344 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
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| 62345 |
codex-mcp-server
Claim
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
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| 62346 |
Memory Engine MCP
Claim
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
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| 62347 |
Amazon Product Search
Claim
Enable seamless Amazon product searches with detailed information, including de…
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| 62348 |
focus-timer-ai-mcp
Claim
focus-timer-ai-mcp MCP server by MEOK AI Labs
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| 62349 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 62350 |
wikipedia-trends-mcp
Claim
Provides Wikipedia page view trend data including spike detection, historical t…
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