MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43151 |
MySQL MCP Server
Claim
A MySQL MCP server for secure database interaction, enabling schema inspection,…
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| 43152 |
Extended Mind
Claim
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
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| 43153 |
klone-mcp
Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
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| 43154 |
baritone-docs-mcp
Claim
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
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| 43155 |
MCP Starter Kit
Claim
A minimal TypeScript MCP server template with example tool, Zod validation, std…
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| 43156 |
freqtrade-mcp-server
Claim
An MCP server for cryptocurrency trading via Freqtrade, enabling trade manageme…
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| 43157 |
mcp-local-image-reader
Claim
A simple MCP server that reads local images and returns them as ImageContent fo…
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| 43158 |
mcp-datetime
Claim
Provides current date and time in various formats including standard, Japanese,…
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| 43159 |
SERPdive Web Search
Claim
AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels…
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| 43160 |
smithery-ai-mcp
Claim
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| 43161 |
AI Engineer MCP
Claim
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
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| 43162 |
flight-finder
Claim
Enables finding and comparing cash and award flights, with seat maps and trip p…
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| 43163 |
mcp-apple-notes
Claim
An MCP server that enables LLM agents to list, read, create, update, delete, an…
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| 43164 |
android-adb-mcp
Claim
MCP server for Android device management via ADB, enabling inspection and confi…
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| 43165 |
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
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| 43166 |
Whoop MCP Server
Claim
Connects Whoop health data to Claude via an MCP server, enabling retrieval of r…
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| 43167 |
ContextMine
Claim
Self-hosted documentation and code indexing with MCP integration.
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| 43168 |
finance
Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
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| 43169 |
Data-economy news: markets, alt data, AI training data, licensing, deals. Agent…
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| 43170 |
boardroom-mcp
Claim
Multi-advisor debate, institutional memory, trust scoring, and cognitive govern…
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| 43171 |
EquipDash
Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
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| 43172 |
mcp-data-aixmarseille
Claim
Enables searching and querying datasets from Aix-Marseille-Provence Open Data p…
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| 43173 |
lark-chat-mcp
Claim
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
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| 43174 |
claude-consult-mcp
Claim
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
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| 43175 |
openbeautyfacts
Claim
Enables querying Open Beauty Facts product data through natural language, using…
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| 43176 |
ScoutScore
Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
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| 43177 |
meshcore-mcp
Claim
A Model Context Protocol server that exposes a MeshCore node and the mesh reach…
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| 43178 |
Yandex Wordstat MCP
Claim
Enables querying Yandex Wordstat search statistics, including frequency, relate…
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| 43179 |
sensitive-lexicon-mcp
Claim
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
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| 43180 |
FitNotes MCP Server
Claim
Enables analysis of FitNotes workout data through an LLM, providing insights on…
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| 43181 |
Docker MCP
Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
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| 43182 |
octoperf
Claim
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scen…
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| 43183 |
repl-mcp
Claim
A persistent Python REPL MCP server for AI agents with stateful execution, real…
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| 43184 |
Poi MCP Server
Claim
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
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| 43185 |
MCP Apple Reminders
Claim
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
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| 43186 |
Enables AI assistants to deploy, initialize, and upgrade NEAR smart contracts w…
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| 43187 |
public-apis-mcp-server
Claim
Enables access to 11 free public APIs including weather, country info, NASA dat…
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| 43188 |
Exegol MCP Server
Claim
Provides secure access to Exegol penetration testing tools for CTF competitions…
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| 43189 |
YouTube MCP Server
Claim
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
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| 43190 |
locus-mcp
Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
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| 43191 |
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
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| 43192 |
memos-mcp-server
Claim
Enables AI assistants to create, read, update, delete, and list memos via the M…
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| 43193 |
gpt_agent
Claim
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| 43194 |
Weather MCP Server
Claim
Retrieves current weather information for any location using the OpenWeatherMap…
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| 43195 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 43196 |
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
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| 43197 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 43198 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 43199 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 43200 | — | |||||||||