MCP Server Quality Scores
Independent quality analysis of 60387 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60351 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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| 60352 |
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
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| 60353 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 60354 |
MCP Server
Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
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| 60355 |
google-trends-mcp
Claim
Google Trends MCP with proxy rotation, auto-retry on Google blocks, residential…
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| 60356 |
Enables read-only interaction with App Store Connect via MCP tools, including l…
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| 60357 |
mcp-scryfall
Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
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| 60358 |
che-word-mcp
Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
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| 60359 |
MCP Shared Services
Claim
Modular monolithic FastAPI shared AI service platform providing config center, …
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| 60360 |
odin-print-farm-mcp
Claim
Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including jo…
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| 60361 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 60362 |
lucky
Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
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| 60363 |
Bandcamp MCP
Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
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| 60364 |
Lucy — AI Agent for Hire
Claim
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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| 60365 |
quantum-mcp-server
Claim
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
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| 60366 |
PodMaster
Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
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| 60367 |
MCP Server
Claim
A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, in…
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| 60368 |
mcp-datagouv
Claim
MCP server to query French Open Data from data.gouv.fr
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| 60369 |
Aryn Local MCP Server
Claim
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
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| 60370 |
Telegram MCP Server
Claim
A comprehensive integration that allows AI models to interact with Telegram acc…
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| 60371 |
Math MCP Server
Claim
Enables mathematical operations such as addition, subtraction, multiplication, …
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| 60372 |
excel-mcp-server
Claim
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
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| 60373 |
Git MCP
Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
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| 60374 |
bear-mcp
Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
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| 60375 |
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
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| 60376 |
Oura MCP Server (Python)
Claim
Enables AI assistants to access Oura Ring health data including sleep, readines…
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| 60377 |
habitca-mcp
Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
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| 60378 |
Voice Assistant MCP Demo
Claim
A cloud backend for a voice assistant that processes natural language commands,…
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| 60379 |
infomaniak-mcp-agent
Claim
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
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| 60380 |
mcp_shell_tools
Claim
A full-featured MCP server for local development with filesystem, shell, editor…
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| 60381 |
mcp-phish
Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
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| 60382 |
reflect-memory
Claim
Privacy-first AI memory system with MCP server for managing user-authored memor…
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| 60383 |
publer-mcp-server
Claim
MCP server for Publer social media management API, enabling AI assistants to sc…
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| 60384 |
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
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| 60385 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 60386 |
Google MCP Server
Claim
Integrates with Google Docs and Gmail to enable document editing and email draf…
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| 60387 |
Passepartout
Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
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