MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54701 |
Enables mobile control of Antigravity coding agents via Telegram, allowing task…
|
— | ||||||||
| 54702 |
Zabbix MCP Server
Claim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
|
— | ||||||||
| 54703 |
e2b-mcp-server
Claim
Production-grade MCP server that enables AI assistants to execute code securely…
|
— | ||||||||
| 54704 |
garmin-mcp
Claim
|
— | ||||||||
| 54705 |
cybersecurity-ai-mcp
Claim
cybersecurity-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 54706 |
nvd-cve-mcp-server
Claim
MCP server that provides tools to search, filter, and retrieve CVE data from th…
|
— | ||||||||
| 54707 |
mcpkit-data
Claim
An MCP server with 66+ tools for data engineering, enabling AI assistants to in…
|
— | ||||||||
| 54708 |
multimodal-reader-mcp
Claim
MCP server for analyzing local audio and video files with Google Gen AI, return…
|
— | ||||||||
| 54709 |
x402-paid MCP server on Base L2 — LangGraph/CrewAI/Eliza/A2A agent-discovery + …
|
— | ||||||||
| 54710 |
MCP Web Scraper
Claim
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
|
— | ||||||||
| 54711 |
ari-mcp-py
Claim
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verificatio…
|
— | ||||||||
| 54712 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
|
— | ||||||||
| 54713 |
mcp-knowledge-base
Claim
A personal knowledge base MCP server that allows AI assistants to manage notes,…
|
— | ||||||||
| 54714 |
MCP server for data engineering: validation, transformation, visualization, and…
|
— | ||||||||
| 54715 |
mcp-sbb-transport
Claim
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
|
— | ||||||||
| 54716 |
Postal address validation API for AI agents. Parse and validate addresses world…
|
— | ||||||||
| 54717 |
gingr-mcp
Claim
Read-only MCP server for Gingr pet-care facility data, enabling queries about o…
|
— | ||||||||
| 54718 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
|
— | ||||||||
| 54719 |
skill-search
Claim
Semantic, on-demand skill retrieval for Claude Code that saves tokens and impro…
|
— | ||||||||
| 54720 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
|
— | ||||||||
| 54721 |
AgentCanary
Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
|
— | ||||||||
| 54722 |
This MCP server allows an AI assistants to search for flight information online…
|
— | ||||||||
| 54723 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
|
— | ||||||||
| 54724 |
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
|
— | ||||||||
| 54725 |
Silicon Analysts
Claim
Semiconductor data: AI accelerator costs, HBM, wafer pricing, packaging, chip c…
|
— | ||||||||
| 54726 |
mcp-appium-gestures
Claim
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
|
— | ||||||||
| 54727 |
codeskeleton
Claim
Enables AI agents to efficiently read Python code by first providing file skele…
|
— | ||||||||
| 54728 |
DevReview MCP Server
Claim
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
|
— | ||||||||
| 54729 |
SeldomMaster
Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
|
— | ||||||||
| 54730 |
drafts-mcp-server
Claim
Enables AI assistants to manage drafts, tags, workspaces, and actions in the Dr…
|
— | ||||||||
| 54731 |
cleanshot-mcp
Claim
Enables AI assistants to control CleanShot X for screenshots, recordings, OCR, …
|
— | ||||||||
| 54732 |
GhidrAssistMCP
Claim
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
|
— | ||||||||
| 54733 |
brave-search-mcp-1
Claim
|
— | ||||||||
| 54734 |
data-austin
Claim
Enables querying Austin, TX open data from data.austintexas.gov using the Socra…
|
— | ||||||||
| 54735 |
OneTech MCP Server
Claim
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
|
— | ||||||||
| 54736 |
usecortex-mcp
Claim
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
|
— | ||||||||
| 54737 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
|
— | ||||||||
| 54738 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
|
— | ||||||||
| 54739 |
baby-gpt
Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
|
— | ||||||||
| 54740 |
podcast-summarizer-mcp
Claim
Search and discover YouTube channels via natural language, track them, and summ…
|
— | ||||||||
| 54741 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
|
— | ||||||||
| 54742 |
mcp-geoapify
Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
|
— | ||||||||
| 54743 |
peec-ai-mcp
Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
|
— | ||||||||
| 54744 |
EU Business Toolkit
Claim
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
|
— | ||||||||
| 54745 |
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
|
— | ||||||||
| 54746 |
Cert Atlas
Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
|
— | ||||||||
| 54747 |
GraphRAG MCP
Claim
A local-first MCP server that transforms crypto whitepapers into a knowledge gr…
|
— | ||||||||
| 54748 |
DuckDuckGo Search
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
— | ||||||||
| 54749 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
|
— | ||||||||
| 54750 |
youtube-transcriber-mcp
Claim
Enables intelligent transcription of YouTube videos with automatic optimization…
|
— | ||||||||