MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41001 |
Remote Desktop Commander
Claim
Hosted MCP server connecting claude.ai, ChatGPT and other AI apps to your own c…
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| 41002 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 41003 |
reconftw-mcp
Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
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| 41004 |
Keshro MCP
Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
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| 41005 |
datalastic-mcp
Claim
MCP server that enables AI assistants to access real-time vessel tracking, port…
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| 41006 |
mcp-server-microsoft365
Claim
Enables identity provisioning and management for Microsoft 365/Entra ID via Mic…
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| 41007 |
Neo — AI/ML Engineering
Claim
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
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| 41008 |
tech-memory-mcp
Claim
A MCP server that gives Claude Code and other AI assistants long-term memory by…
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| 41009 |
AnyRouter Spawn Agent
Claim
MCP fallback that launches and monitors local codex exec agents when native sub…
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| 41010 |
log-reader-mcp
Claim
MCP server to start, monitor, search, and detect errors in logs from any projec…
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| 41011 |
warcraft-wiki-mcp
Claim
MCP server that gives LLMs live access to warcraft.wiki.gg API documentation wi…
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| 41012 |
mcp-sbb-transport
Claim
Enables querying Swiss public transport (trains, buses, trams, boats) for stati…
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| 41013 |
Provides weather data, forecasts, air quality, and location services via OpenWe…
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| 41014 |
powerBI-mcp
Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
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| 41015 |
MCP Server Templates
Claim
Provides production-grade starter templates for MCP servers with permission bou…
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| 41016 |
Switchr MCP Server
Claim
Enables monitoring and control of SwitchBot devices (temperature sensors, plugs…
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| 41017 |
Inform Growth Demo MCP
Claim
Demonstrates Inform Growth's Camber Core platform using a fictional B2B SaaS co…
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| 41018 |
renxt-mcp
Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
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| 41019 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 41020 |
wow-casc-mcp-server
Claim
MCP server for reading World of Warcraft client files via CASC storage, enablin…
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| 41021 |
overseerr-mcp-server
Claim
FastMCP server to interact with the Overseerr API for movie and TV show request…
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| 41022 |
otel-instrumentation-mcp
Claim
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
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| 41023 |
limitless-ai-mcp-server
Claim
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
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| 41024 |
bhagavad-gita
Claim
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
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| 41025 |
Disco Engine
Claim
Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM…
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| 41026 |
mcpserver_test
Claim
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| 41027 |
kr-legislation-mcp
Claim
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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| 41028 |
Facebook MCP Server
Claim
Automates Facebook Page management via Graph API, enabling posting, comment mod…
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| 41029 |
scopa-mcp-server
Claim
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
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| 41030 |
MCP-Server-for-CFD
Claim
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
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| 41031 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
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| 41032 |
Search Indonesian regulations from any MCP-compatible AI assistant.
Pasal.id g…
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| 41033 |
@dayby/mcp-server
Claim
Enables posting development progress to DayBy.dev with automatic local sanitiza…
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| 41034 |
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 41035 |
mcp-server-ts-analysis
Claim
MCP server for TypeScript type resolution and dependency graph analysis using t…
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| 41036 |
google-drive-mcp-server
Claim
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
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| 41037 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 41038 |
PubFi MCP
Claim
Enumerate and inspect PubFi capabilities, then execute an exact selected route.
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| 41039 |
smithery
Claim
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| 41040 |
indic-normalize-mcp
Claim
Enables Indic-language transliteration and normalization of Indian names and ad…
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| 41041 |
snippet-vault
Claim
A personal code snippet library for Claude, enabling saving, searching, and man…
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| 41042 |
ProxVanta
Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
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| 41043 |
Every NIST FIPS 140 certificate, plus the modules-in-process queue NIST publish…
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| 41044 |
ArXiv Search
Claim
Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.
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| 41045 |
PlantOntology
Claim
Enables querying a plant knowledge graph for companion planting, climate suitab…
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| 41046 |
Claude Power BI MCP
Claim
Enables Claude Code to read and modify Power BI data models locally, including …
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| 41047 |
mcp-bungie
Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
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| 41048 |
Team Manager MCP
Claim
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
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| 41049 |
plex-claude-plugin
Claim
Enables Plex Media Server administration including library management, media fi…
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| 41050 |
mcp_server_searXNG
Claim
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
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