MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46001 |
ouramcp
Claim
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
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| 46002 |
Automate tasks, processes, and approvals with AI.
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| 46003 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 46004 |
agent-gateway
Claim
Unified swap/bridge/LLM gateway for autonomous agents across EVM + Solana. Inte…
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| 46005 |
qizhuan
Claim
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| 46006 |
mistaike-ai
Claim
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| 46007 |
aemo-mcp
Claim
Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop…
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| 46008 |
RememberMe
Claim
Dual-mode tool providing long-term memory management for Claude Code and MCP cl…
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| 46009 |
Chatty MCP
Claim
Provides voice summaries after each AI request in Cursor, Cline, or any MCP-sup…
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| 46010 |
Todoist MCP Server
Claim
A local MCP server for Todoist task management, enabling Claude to create, read…
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| 46011 |
server
Claim
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| 46012 |
article-mcp
Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
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| 46013 |
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
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| 46014 |
Locations MCP Server
Claim
Enables WordPress content extraction, keyword research using Google autocomplet…
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| 46015 |
autoplans-mcp
Claim
AI-powered project planning tools for Autoplans.dev with 14+ MCP tools
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| 46016 |
urlsnap-mcp
Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
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| 46017 |
spawnpay-mcp
Claim
Crypto wallets, payments, and referral earnings for AI agents on Base L2. Give …
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| 46018 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 46019 |
google-mail-mcp
Claim
Provides a standardized interface for interacting with Google Mail tools and se…
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| 46020 |
mcp-google-drive
Claim
MCP server for Google Drive integration with file management, search, sharing, …
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| 46021 |
chrome-mcp-server
Claim
Bridges Chrome DevTools with Cursor AI to enable debugging and monitoring, incl…
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| 46022 |
better-confluence-mcp
Claim
Syncs Confluence spaces to local files for efficient editing by coding agents, …
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| 46023 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 46024 |
filevine-mcp
Claim
MCP server for Filevine matter management - by Advocate Cloud Solutions.
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| 46025 |
ragalgo-mcp-server
Claim
Get daily, noise-free market insights for Korean stocks and crypto with scored …
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| 46026 |
MeltFlex AI
Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
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| 46027 |
raptor-banana
Claim
Nano Banana MCP
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| 46028 |
spine-curated
Claim
A curated selections of tools and writing from the Underground Cultural Distric…
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| 46029 |
FastMCP Example Server
Claim
Educational example of an MCP server built with FastMCP, demonstrating how to e…
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| 46030 |
mcp-server-sros
Claim
Provides tools to view operational state and change configuration of Nokia SR O…
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| 46031 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 46032 |
bonnard-cli
Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
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| 46033 |
Blender MCP Server
Claim
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
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| 46034 |
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
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| 46035 | — | |||||||||
| 46036 |
mcp-server
Claim
GooodBilling 公式 MCP Server — Claude Desktop / Cursor 等の MCP 対応クライアントから AI ファースト…
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| 46037 |
An MCP server that provides persistent memory and context management across ses…
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| 46038 |
A server that likely facilitates integration between GitHub Copilot and Visual …
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| 46039 |
mcp-kg-skills
Claim
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
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| 46040 |
Coval MCP Server
Claim
Enables AI assistants to interact with Coval's evaluation platform for launchin…
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| 46041 |
gyibb-mcp
Claim
Cited product-review verdicts from real user voices — free remote MCP, no API k…
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| 46042 |
Neptime MCP Server
Claim
Integrates with the Neptime.io video platform, providing 39 tools for video man…
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| 46043 |
Lune Research
Claim
Search peer-reviewed papers and research methodology guidance from your AI agen…
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| 46044 |
visual-hunt-mcp
Claim
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
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| 46045 |
gurufocus-mcp
Claim
MCP server that exposes GuruFocus financial data to AI assistants via 50+ tools…
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| 46046 |
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
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| 46047 |
weather-mcp-server
Claim
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| 46048 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 46049 |
connector-platform
Claim
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
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| 46050 |
Naver Map MCP Server
Claim
Provides Naver Map API functions (geocoding, reverse geocoding, directions, sta…
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