MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38701 |
tibet-pol-mcp
Claim
MCP server for running infrastructure health checks with TIBET provenance. It e…
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| 38702 |
BindCraft MCP
Claim
Model Context Protocol server for protein binder design using BindCraft via Doc…
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| 38703 |
Engram
Claim
Engram is a local-first memory server that lets AI agents remember things acros…
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| 38704 |
Supabase MCP Server
Claim
A production-ready MCP server providing AI assistants with intelligent Supabase…
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| 38705 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 38706 |
MCP CPG GTINs — B2B Retail Grocery Procurement
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| 38707 |
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
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| 38708 |
agent-payment-mcp
Claim
Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…
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| 38709 |
Supabase MCP
Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
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| 38710 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
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| 38711 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 38712 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
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| 38713 |
threatnews1
Claim
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| 38714 |
YNAB MCP Starter
Claim
A production-ready TypeScript starter for building read-only YNAB MCP servers. …
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| 38715 |
Google Flights MCP
Claim
A remote MCP server that searches Google Flights for flight information and air…
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| 38716 |
WhatsApp MCP Server
Claim
Manages WhatsApp conversations, contacts, templates, campaigns, and channels th…
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| 38717 |
qizhuan
Claim
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| 38718 |
mcp-store-scraper
Claim
MCP server that scrapes app data from Google Play and Apple App Store, providin…
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| 38719 |
mcp-tap
Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
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| 38720 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 38721 |
Convert Speech to Text using JigsawStack AI Models.
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| 38722 |
license
Claim
Scan dependencies for license compliance — copyleft conflicts, unknown licenses…
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| 38723 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 38724 |
author-mcp-server
Claim
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
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| 38725 |
brave-search
Claim
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| 38726 |
swiss-democracy-mcp
Claim
An MCP server providing access to Swiss direct democracy data, covering all fed…
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| 38727 |
mcp-gera-clone
Claim
GeraClone MCP — discover expert clones, check operator's clone status, start ex…
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| 38728 |
Multi Agent MCP
Claim
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
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| 38729 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 38730 |
RAG In A Box MCP Server
Claim
Enables any MCP-compatible AI assistant to search, filter, and retrieve informa…
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| 38731 |
Gmail MCP Server
Claim
Enables AI assistants to search, read, and download attachments from Gmail usin…
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| 38732 |
Vercel MCP Server
Claim
Enables AI assistants to interact with Vercel API for managing projects, deploy…
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| 38733 |
avaliabem
Claim
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| 38734 |
Payment rails for AI agents. Pay merchants in USDC on Base. Dual-protocol: x402…
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| 38735 |
Arduino MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
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| 38736 |
Enphase Solar MCP Server
Claim
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
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| 38737 |
dnet_smithery
Claim
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| 38738 |
league-of-legends
Claim
Provides real-time access to League of Legends esports data including live matc…
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| 38739 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
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| 38740 |
datto-rmm-mcp
Claim
MCP server for Datto RMM, enabling Claude to interact with devices, sites, aler…
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| 38741 |
TaskPile
Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
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| 38742 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 38743 |
uiautomation-mcp
Claim
Enables AI assistants to inspect and automate Windows desktop UI elements by ex…
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| 38744 |
outlook-mcp-server
Claim
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
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| 38745 |
pywa-mcp-server
Claim
MCP server for the WhatsApp Cloud API via pywa. Auto-discovers ~100 tools — sen…
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| 38746 |
axint
Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 38747 |
Agentic Vault
Claim
MCP server that lets AI agents call APIs without ever seeing the credentials, u…
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| 38748 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 38749 |
qualitastech
Claim
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| 38750 |
@isteam/linkedin-mcp
Claim
MCP server for LinkedIn that enables AI agents to post, comment, like, and mana…
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