MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56551 |
calculator-mcp-test
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| 56552 |
Daily News MCP Server
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Enables AI assistants to fetch news categories and hot news/tweets across vario…
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| 56553 |
Marketing MCP
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A unified MCP server for marketing analytics and management across Google Ads, …
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| 56554 |
TradingView MCP Bridge
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Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
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| 56555 |
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
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| 56556 |
Moltbook MCP Server
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A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
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| 56557 |
youtube-whisper-mcp
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MCP server for YouTube video summarization via Whisper transcription, enabling …
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| 56558 |
triliumnext-mcp
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A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
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| 56559 |
rapid7-mcp-server
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Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
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| 56560 |
Gemini MCP Tool
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MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
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| 56561 |
markpost
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An MCP server that formats and syndicates Markdown content to Twitter/X, Thread…
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| 56562 |
gemini-pr-reviews
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Enables fetching and analyzing Gemini Code Assist reviews from GitHub pull requ…
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| 56563 |
Flipper Zero MCP Server
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Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
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| 56564 |
askme-cli
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An MCP server that provides a user confirmation interface for AI assistants via…
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| 56565 |
jlcpcb-search-mcp
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Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
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| 56566 |
Google Forms MCP
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MCP server for reading, editing, and publishing Google Forms with the official …
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| 56567 |
data_sync_mcp
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MCP server enabling AI agents to request user feedback during tasks, reducing w…
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| 56568 |
Shopify MCP
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A read-only MCP server that exposes the full Shopify Admin GraphQL API through …
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| 56569 |
livechat-mcp
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Enables continuous voice conversation with AI coding assistants by locally tran…
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| 56570 |
geometry-dash-mcp-geode
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Enables AI-powered creation, analysis, and visualization of Geometry Dash level…
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| 56571 |
Pandas-MCP Server
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Enables LLMs to safely execute pandas code for data analysis and generate inter…
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| 56572 |
maya-mcp
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Enables control of Autodesk Maya using natural language via Claude and the Mode…
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| 56573 |
Notion Weaver
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Enables AI workflows to integrate with Notion workspaces, supporting page and d…
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| 56574 |
NotebookLM MCP Server
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Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
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| 56575 |
herdr-mcp
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Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…
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| 56576 |
loom
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Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
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| 56577 |
FamilySearch MCP Server
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Enables AI assistants to search FamilySearch's Family Tree, view person details…
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| 56578 |
wertls
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| 56579 |
eanscan-mcp
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MCP server for looking up EAN/UPC barcodes to get localized product details lik…
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| 56580 |
mcploy
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Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
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| 56581 |
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
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| 56582 |
AI Ops Agent
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An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
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| 56583 |
MCP-WEDECODEMCP
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A WeChat Mini Program decompilation MCP server that enables scanning, decompili…
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| 56584 |
Bellows
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Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
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| 56585 |
jazzcash-mcp
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MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 56586 |
Todo MCP Server
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A small MCP server for managing todos, enabling assistants like Claude to creat…
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| 56587 |
neon-mcp
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Lightweight MCP server that allows agents to interface with the Neon REST API, …
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| 56588 |
graphdo-ts
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Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
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| 56589 |
An MCP-native enterprise operations platform that unifies team management, prod…
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| 56590 |
LastLook Data
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LastLook Data gives AI agents real-time access to US financial market data: Tre…
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| 56591 |
datetime
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Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
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| 56592 |
wikicapsule
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Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
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| 56593 |
ZimAgent
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Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 56594 |
alipay-mcp-server
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An MCP server that exposes Alipay AI Pay capabilities to AI agents, enabling sk…
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| 56595 |
MLX MCP Server
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Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 56596 |
Crypto Price MCP Server
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A Model Context Protocol server for real-time cryptocurrency price data, market…
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| 56597 |
x402-bazaar-mcp
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MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, …
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| 56598 |
Cocos Creator Local MCP
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An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
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| 56599 |
@alpha-arcade/mcp
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MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
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| 56600 |
picgo-uploader
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Enables uploading images to a running PicGo application through its built-in se…
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