MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41051 |
agentropix-mcp
Claim
A governed MCP server for digital-forensics and incident-response (DFIR) work, …
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| 41052 |
NS Travel MCP Server
Claim
Provides real-time Dutch Railways (NS) data for journey planning, live departur…
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| 41053 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 41054 |
Win MCP Server
Claim
Enables AI agents to securely manage and execute commands on remote Windows ser…
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| 41055 |
mcp-server-rust
Claim
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
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| 41056 |
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
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| 41057 |
MCP Localization Project
Claim
A system that localizes Model Context Protocol (MCP) functionality, integrating…
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| 41058 |
Deep Research MCP Server
Claim
Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
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| 41059 |
mcp-sap-cpi
Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
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| 41060 |
reminder-mcp
Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
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| 41061 |
weighted-compact
Claim
Local-first inspectable memory substrate for Claude Code. Three read-only MCP t…
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| 41062 |
wordly
Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
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| 41063 |
ZStack MCP Server
Claim
Enables AI to dynamically search, describe, and execute 2000+ ZStack Cloud APIs…
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| 41064 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 41065 |
bookmark-lens
Claim
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
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| 41066 |
Strapi MCP Plugin
Claim
AI models access to the Strapi Context via the Model Context Protocol (MCP)
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| 41067 |
groww
Claim
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| 41068 |
mle_kit_mcp
Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
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| 41069 |
blender-mcp-enhanced
Claim
Connects Blender to Claude AI through the Model Context Protocol for AI-assiste…
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| 41070 |
PowerBI MCP Server
Claim
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
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| 41071 |
Reddit MCP
Claim
Enables browsing, searching, and reading Reddit posts, comments, and subreddits…
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| 41072 |
PSKit
Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
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| 41073 |
Cruncher
Claim
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit c…
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| 41074 |
speaches-mcp
Claim
An MCP server that exposes speech-to-text and text-to-speech capabilities using…
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| 41075 |
Navvi
Claim
Gives your AI agent a persistent browser identity with anti-detection, credenti…
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| 41076 |
FinClaw
Claim
MCP server that provides AI agents with financial tools including real-time quo…
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| 41077 |
YAPI MCP Server
Claim
Enables LLM clients to browse and inspect YAPI API documentation, including pro…
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| 41078 |
fix-mcp
Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
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| 41079 |
GitHub MCP Server
Claim
Python MCP server for GitHub operations, providing native tool integration with…
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| 41080 |
Enables AI assistants to interact with the Solana blockchain, manage accounts a…
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| 41081 |
vercel-mcp-server
Claim
Provides a Model Context Protocol server to integrate Vercel API for managing p…
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| 41082 |
mcp-sqlite-manager
Claim
Enables SQLite database interactions including querying, updating, and schema m…
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| 41083 |
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
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| 41084 |
Cloudflare Workers MCP server: llm-output-quality-monitor
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| 41085 |
CoupleHub MCP Server
Claim
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
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| 41086 |
onchainos MCP Server
Claim
Enables on-chain operations including token search, market data, wallet managem…
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| 41087 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
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| 41088 |
mcp-fal
Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
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| 41089 |
parecode
Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
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| 41090 |
Finance MCP Server
Claim
Enables financial calculations such as compound interest, loan EMI, and savings…
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| 41091 |
redm-mcp
Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
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| 41092 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 41093 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 41094 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
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| 41095 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
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| 41096 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
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| 41097 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
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| 41098 |
Airnow
Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
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| 41099 |
figma-drive
Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
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| 41100 |
Instagram MCP Server
Claim
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
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