MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61151 |
arxiv-query-mcp
Claim
Enables AI assistants to search arXiv papers, retrieve metadata, browse categor…
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| 61152 |
agent2agent
Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
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| 61153 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
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| 61154 |
DataLens MCP Connector
Claim
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
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| 61155 |
safetrade-mcp
Claim
Docs-driven MCP server for SafeTrade REST API with a generic client that reads …
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| 61156 |
ServalSheets
Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
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| 61157 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 61158 |
Bandcamp MCP
Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
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| 61159 |
Agentic AI MCP Server
Claim
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
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| 61160 |
Estimates the net amount a trading-card seller keeps when selling the same card…
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| 61161 |
Roblox AI Agents
Claim
Enables AI agents to build and edit Roblox Studio places by inspecting, generat…
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| 61162 |
Network MCP Server
Claim
A Model Context Protocol server providing network diagnostic tools for AI agent…
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| 61163 |
mcp-knowledge-server
Claim
An MCP server that enforces access control on internal knowledge, ensuring agen…
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| 61164 |
repo-memory-mcp
Claim
MCP server for sharing source-backed engineering memory across AI coding client…
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| 61165 |
oarx-docs-mcp
Claim
MCP server for semantic search across the complete ObjectARX 2026 documentation…
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| 61166 |
immybot-mcp
Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
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| 61167 |
zaytsv-bot-graph-mcp
Claim
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
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| 61168 |
Ghost Writer MCP
Claim
Scans Git repositories, identifies interesting engineering work, and generates …
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| 61169 |
Coding Agent MCP Server
Claim
Provides coding agent capabilities including file operations, terminal commands…
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| 61170 |
presskit-mcp
Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
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| 61171 |
scryfall-mcp
Claim
Provides access to Magic: The Gathering card data via Scryfall API, including s…
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| 61172 |
masterplan
Claim
Minimal MCP server that keeps implementation plans and handoffs as plain markdo…
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| 61173 |
agentic-sdlc-mcp
Claim
Enables AI coding agents to orchestrate the full software development lifecycle…
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| 61174 |
Remember Me MCP Server
Claim
Enables persistent memory for Claude Desktop, allowing Claude to remember and r…
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| 61175 |
ai-mcp-terminal
Claim
Multi-threaded terminal management MCP server for AI assistants, enabling async…
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| 61176 |
codex-agy-bridge
Claim
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
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| 61177 |
mcp-server
Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
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| 61178 |
Axon Pro
Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
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| 61179 |
NPS Explorer MCP Server
Claim
Provides LLM context on U.S. national parks by integrating National Park Servic…
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| 61180 |
Meta-Trader-MCP
Claim
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
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| 61181 |
gwanjong-mcp
Claim
Campaign-driven social engagement MCP server for authentic developer community …
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| 61182 |
cpp-debug-mcp
Claim
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
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| 61183 |
Le Parrain MCP
Claim
An MCP server to query the leparrain.com referral directory and automatically i…
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| 61184 |
Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGI…
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| 61185 |
Garmin MCP Server
Claim
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
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| 61186 |
goldbean
Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
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| 61187 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 61188 |
sqlite-mcp-server2
Claim
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| 61189 |
summary-always
Claim
A server that summarizes and records conversation key points, supporting adding…
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| 61190 |
mcp-japan-law
Claim
Enables querying Japanese national laws and ordinances via the e-Gov Law API, a…
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| 61191 |
datalastic-mcp
Claim
MCP server that enables AI assistants to access real-time vessel tracking, port…
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| 61192 |
hu-eli-mcp
Claim
Enables AI agents to query Hungary's official legislation database (NJT) using …
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| 61193 |
AthenaMCPServer
Claim
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
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| 61194 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
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| 61195 |
Trainzilla Coach MCP
Claim
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
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| 61196 |
MSSQL-MCP
Claim
Security-first, read-only MCP server for Microsoft SQL Server, enabling safe na…
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| 61197 |
kanboard-mcp
Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
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| 61198 |
GSC MCP Server
Claim
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
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| 61199 |
page-image-mcp
Claim
Reads website pages and generates one cohesive image per page, with no text and…
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| 61200 |
Zutrix MCP Server
Claim
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
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