MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52251 |
log-reader-mcp
Claim
MCP server to start, monitor, search, and detect errors in logs from any projec…
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| 52252 |
server
Claim
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| 52253 |
SentryFrogg MCP Server
Claim
Provides a governed command plane for MCP agents to manage PostgreSQL databases…
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| 52254 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 52255 |
Teardrop
Claim
Teardrop is the native economic layer for AI agents, providing a robust suite o…
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| 52256 |
dbt-cloud-migrate
Claim
Audits dbt Core projects for migration blockers and generates actionable guidan…
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| 52257 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 52258 |
Provides weather data, forecasts, air quality, and location services via OpenWe…
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| 52259 |
mcpserver_test
Claim
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| 52260 |
bhagavad-gita
Claim
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
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| 52261 |
renxt-mcp
Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
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| 52262 |
wow-casc-mcp-server
Claim
MCP server for reading World of Warcraft client files via CASC storage, enablin…
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| 52263 |
Python MCP Custom Server
Claim
Extends Claude Desktop with custom tools for file management, system operations…
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| 52264 |
powerBI-mcp
Claim
Automates Power BI dashboard creation by selecting templates, mapping dataset s…
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| 52265 |
MCP Server
Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
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| 52266 |
Shopify Catalog Monitor
Claim
Track price drops, stock-outs, restocks, and new/removed products across Shopif…
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| 52267 |
MCP server for SQL Server: schema inspection, safe read-only queries, query pla…
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| 52268 |
scopa-mcp-server
Claim
An MCP server for playing the Italian card game Scopa, supporting 2-4 players, …
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| 52269 |
kicad-studio
Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
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| 52270 |
@dayby/mcp-server
Claim
Enables posting development progress to DayBy.dev with automatic local sanitiza…
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| 52271 |
jurisprudenciaia-mcp
Claim
Self-hosted MCP connector for querying Brazilian legal jurisprudence via Jurisp…
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| 52272 |
AsyncAPI MCP Server
Claim
An MCP server for AsyncAPI that enables parsing, validation, linting, conversio…
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| 52273 |
AI agent skills for building, operating and troubleshooting Apache Kafka applic…
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| 52274 |
Facebook MCP Server
Claim
Automates Facebook Page management via Graph API, enabling posting, comment mod…
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| 52275 |
Wiki.js MCP Server
Claim
Enables managing Wiki.js pages via the GraphQL API, including listing, searchin…
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| 52276 |
AEC Model Bridge
Claim
Independent MCP integration for Autodesk Revit software through a local bridge.
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| 52277 |
codex-omnifocus-mcp
Claim
Enables Codex to interact with the user's local OmniFocus database on macOS, al…
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| 52278 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs, enablin…
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| 52279 |
FlagCheck Job Analyzer
Claim
MCP server that analyzes job descriptions for ATS compatibility, red flags, sal…
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| 52280 |
snippet-vault
Claim
A personal code snippet library for Claude, enabling saving, searching, and man…
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| 52281 |
mcp-google-workspace
Claim
MCP server integrating multiple Google Workspace services including Gmail, Cale…
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| 52282 |
2D Assets MCP
Claim
MCP server for generating advanced mock 2D PNG assets for game prototypes.
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| 52283 |
mdx-mcp
Claim
Enables natural language querying of OLAP/SSAS cubes with verified MDX generati…
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| 52284 |
local_computer
Claim
Enables AI assistants to access files and terminal of a local computer via a pu…
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| 52285 |
VFX Forge MCP Server
Claim
Enables AI agents to interact with the VFX Forge Roblox plugin for creating and…
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| 52286 |
plex-claude-plugin
Claim
Enables Plex Media Server administration including library management, media fi…
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| 52287 |
mcp_server_searXNG
Claim
A privacy-friendly web search MCP server using SearXNG, enabling searches acros…
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| 52288 |
Synap Memory
Claim
Persistent memory for AI agents — log and recall conversation context over MCP.
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| 52289 |
MCP DevOps Kit
Claim
A Model Context Protocol server integrating DevOps tools for GitHub, Docker, an…
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| 52290 |
mermAId MCP Server
Claim
Enables AI agents to interact with a local Mermaid diagram editor via MCP, allo…
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| 52291 |
MCP Unified Server
Claim
Unified MCP server with a web admin panel for dynamic tool and configuration ma…
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| 52292 |
Enables querying the Apify Store to retrieve structured data on public Actors i…
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| 52293 |
mlflow-mcp-server
Claim
MLflow — 82 tools across experiments, runs, registered models, model versions, …
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| 52294 |
Centrapay MCP Server
Claim
Enables interaction with the Centrapay payments API for testing NZ payment flow…
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| 52295 |
chess-coach-mcp
Claim
A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation …
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| 52296 |
altium-mcp
Claim
Enables querying PCB and schematic data and driving DelphiScript automation in …
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| 52297 |
skillhub-mcp
Claim
An MCP server that lets AI agents search, view, install, and validate skills fr…
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| 52298 |
Shell MCP
Claim
A production-ready MCP server that enables AI assistants to execute shell comma…
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| 52299 |
aviation-weather-mcp
Claim
MCP server providing real-time aviation weather data (METAR, TAF, PIREPs, AIRME…
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| 52300 |
odoo-mcp-server
Claim
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
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