MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24251 |
agentbay-mcp
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Persistent memory and knowledge management for AI agents with semantic search a…
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| 24252 |
Anki MCP
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Enables AI assistants like Claude to interact with Anki flashcard decks through…
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| 24253 |
webshift
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Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 24254 |
clawshow-mcp-server
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Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inve…
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| 24255 |
Remote MCP Server
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A Cloudflare Workers-based server that implements the Model Context Protocol (M…
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| 24256 |
MCP Platform
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High-performance Model Context Protocol server supporting multiple LLM provider…
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| 24257 |
A Model Context Protocol server that provides read-only access to MySQL databas…
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| 24258 |
ezStats MCP
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Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
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| 24259 |
MemeStack.ai
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Search and browse a curated gallery of memes, infographics, and visual content …
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| 24260 |
Teres
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Teres is the discovery and booking layer for AI agents. Search for real service…
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| 24261 |
Generalized MCP Server
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Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
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| 24262 |
amocrm-mcp
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MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
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| 24263 |
Altary MCP Server
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Enables Claude to integrate with Altary error management service for retrieving…
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| 24264 |
Astro Charts
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Generate astrology charts from a date, time, and location. Explore planetary po…
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| 24265 |
icon-composer-mcp
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CLI and MCP server for creating Apple .icon bundles with Liquid Glass effects (…
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| 24266 |
anvx
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Track and optimize AI API spending across 16 providers with live pricing.
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| 24267 |
MiniMax MCP
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Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
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| 24268 |
UnoPim MCP Server
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Enables Claude to manage the UnoPim Product Information Management system throu…
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| 24269 |
test4
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| 24270 |
NPI MCP Server
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Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
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| 24271 |
selfhosted-supabase-mcp
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| 24272 |
A Model Context Protocol server with GitHub API integration that enables intera…
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| 24273 |
mcp-server-test
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| 24274 |
Bitget MCP Server
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The official Bitget MCP (Model Context Protocol) server. Gives AI assistants di…
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| 24275 |
verify-mcp
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Offline Ed25519 verification of signed receipts, bundles, and trust artifacts.
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| 24276 |
guardvibe
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Security MCP for vibe coding. 313 rules, 26 tools for AI-generated code.
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| 24277 |
awsome_kali_MCPServers
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A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
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| 24278 |
calculator-mcp-test
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| 24279 |
A MCP server that provides browser automation tools, allowing users to navigate…
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| 24280 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 24281 |
mastra-ai-course
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| 24282 |
Say Hello
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Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 24283 |
ClickUp MCP
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Enables AI assistants to interact with ClickUp workspaces through natural langu…
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| 24284 |
Neon MCP Server
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A lightweight MCP server that interacts with the Neon REST API, deployable on C…
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| 24285 |
mcp-pyright
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MCP server that exposes Pyright language server functionality
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| 24286 |
vehicle-data
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Vehicle data for AI: VIN decoder, automotive specs, stolen checks, valuation an…
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| 24287 |
Kirha Crypto
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Connect your LLM to real-time crypto data.
Track Ethereum wallet portfolios and…
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| 24288 |
screenpipe
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🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 24289 |
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
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| 24290 |
Decodo MCP Server
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Enable your AI agents to scrape and parse web content dynamically, including ge…
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| 24291 |
Enables creation, editing, listing, and management of Home Assistant automation…
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| 24292 |
assetjay
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Track company equipment, attach receipts, and know who has what. Built for smal…
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| 24293 |
mcp-prowl
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Discover, evaluate, and compare SaaS APIs. Agent-verified scores and metrics.
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| 24294 |
ERPNext MCP Server
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A production-ready server that enables AI assistants like Claude Desktop to sea…
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| 24295 |
growwmcp
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| 24296 |
SpendNod
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Human authorization gateway for AI agent transactions
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| 24297 |
Todoist GPT MCP
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Enables GPT to interact with Todoist tasks and projects through direct API call…
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| 24298 |
GoldenFlow
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Data transformation toolkit — standardize, reshape, and normalize messy data
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| 24299 |
TrustLayer
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Agent reputation scoring: trust scores, Sybil detection, cross-chain identity f…
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| 24300 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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