MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
CloudQuery MCP server for asset inventory data. Supports CLI, PostgreSQL, and P…
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| 38002 |
Snowflake MCP Server
Claim
Provides secure, read-only access to Snowflake data warehouses, enabling AI ass…
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| 38003 |
Timers Studio MCP Server
Claim
Enables LLM clients to answer prospect questions about Timers Studio, a profess…
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| 38004 |
yadisk-mcp
Claim
MCP server for Yandex Disk that enables file and folder management, search, upl…
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| 38005 |
hpc-mcp
Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
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| 38006 |
mcp-clickhouse
Claim
An MCP server for ClickHouse with enhanced filtering for database and table dis…
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| 38007 |
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
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| 38008 |
vibe-mcp-02
Claim
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| 38009 |
mcp-store-scraper
Claim
MCP server that scrapes app data from Google Play and Apple App Store, providin…
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| 38010 |
whoop-mcp
Claim
MCP server that connects Whoop fitness data to Claude, enabling natural languag…
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| 38011 |
Apple Calendar MCP
Claim
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
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| 38012 |
autoMate
Claim
A personal AI assistant server that provides MCP tools for notes, files, remind…
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| 38013 |
hk-law-mcp-server
Claim
MCP server providing access to Hong Kong law and security data, including Forei…
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| 38014 |
PostgreSQL MCP Server
Claim
An open-source MCP server for PostgreSQL schema introspection and guarded read-…
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| 38015 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 38016 |
NIX MCP Server
Claim
Enables AI-powered blockchain data queries and analysis through the Native Inde…
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| 38017 |
QuickChart MCP Server
Claim
Generates and downloads charts using QuickChart.io through Claude Desktop and o…
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| 38018 |
HTML to PDF
Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
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| 38019 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 38020 |
Enable AI assistants to interact seamlessly with Feeef e-commerce stores, produ…
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| 38021 |
Supabase MCP
Claim
An MCP server enabling AI assistants to perform CRUD operations on a Supabase d…
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| 38022 |
fluid-postgres-mcp
Claim
A PostgreSQL MCP server for AI agents that streams large result sets to CSV, en…
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| 38023 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 38024 |
hyperliquid-mcp
Claim
MCP server that allows querying Hyperliquid open positions and unrealized PnL f…
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| 38025 |
Notebook MCP
Claim
Provides AI assistants with deep semantic and runtime understanding of Jupyter …
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| 38026 |
test-mcp
Claim
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| 38027 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
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| 38028 |
einvoice-mcp
Claim
MCP server for German e-invoice compliance (XRechnung 3.0 & ZUGFeRD 2.x) enabli…
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| 38029 |
Date MCP Server
Claim
Provides AI assistants with real-time date, time, and timezone information, ena…
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| 38030 |
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
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| 38031 |
MinIO MCP Server
Claim
Enables interaction with MinIO object storage through a standardized Model-Cont…
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| 38032 |
Structured-sh
Claim
MCP server providing managed persistent memory for AI agents. Read and write st…
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| 38033 |
lifeos-mcp
Claim
Provides MCP-compatible AI agents with read access to a LifeOS knowledge base, …
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| 38034 |
Engram
Claim
Engram is a local-first memory server that lets AI agents remember things acros…
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| 38035 |
Supabase MCP Server
Claim
A production-ready MCP server providing AI assistants with intelligent Supabase…
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| 38036 |
@gibeon/mcp-server
Claim
MCP server for the Gibeon digital signage platform. Control your players, manag…
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| 38037 |
Claude Memory MCP Server
Claim
Enterprise-grade MCP server for persistent, intelligent memory management acros…
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| 38038 |
BindCraft MCP
Claim
Model Context Protocol server for protein binder design using BindCraft via Doc…
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| 38039 |
LinkedIn MCP Server
Claim
Enables interaction with LinkedIn's Community Management API, allowing users to…
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| 38040 |
codex-mcp-server
Claim
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
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| 38041 |
tibet-pol-mcp
Claim
MCP server for running infrastructure health checks with TIBET provenance. It e…
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| 38042 |
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
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| 38043 |
unfragile-mcp-server
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 38044 |
Xano Developer MCP
Claim
An MCP server and standalone library that gives AI assistants superpowers for d…
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| 38045 |
Provides a standardized interface for interacting with Semanticscholar's tools …
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| 38046 |
mcp-print
Claim
Provides comprehensive print production and color management tools (Pantone loo…
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| 38047 |
smithery-mcp
Claim
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| 38048 |
facebook-ads
Claim
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| 38049 |
lafe-blog MCP Server
Claim
Enables creating and managing text notes with a simple note-taking system. Prov…
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| 38050 |
GoldenMatch
Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
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