MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63151 |
proxyclaw-mcp-py
Claim
MCP server giving AI agents controlled residential-proxy web access with option…
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| 63152 |
qa-ai-mcp-server-gits
Claim
MCP server for end-to-end QA automation: generates test scenarios, discovers Pl…
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| 63153 |
agent-notifier
Claim
Sends desktop notifications when agents complete tasks, supporting local and re…
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| 63154 |
Mealie MCP Server
Claim
Enables LLMs to save recipes directly to a Mealie instance by converting schema…
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| 63155 |
Traggo MCP
Claim
An MCP server for Traggo, a tag-based time tracking tool. Manage time spans, ti…
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| 63156 |
Calculator MCP Server
Claim
A simple MCP server that provides calculator tools for basic arithmetic operati…
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| 63157 |
agentic-cal
Claim
Unified email and calendar management with AI agent, supporting email operation…
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| 63158 |
A persistent, human-like memory system for AI companions in LM Studio, using SQ…
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| 63159 |
MCP OneNote Server
Claim
Enables AI agents to read, create, and analyze Microsoft OneNote notebooks, sec…
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| 63160 |
BusinessMap MCP Server
Claim
Integrates BusinessMap (formerly Kanbanize) project management capabilities wit…
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| 63161 |
yapi-mcp
Claim
Exposes YApi's API management capabilities to MCP clients, enabling operations …
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| 63162 |
explee-mcp
Claim
MCP server wrapping the Explee B2B data API, enabling AI agents to search compa…
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| 63163 |
Provides access to the NASA Planetary Data System Registry API, enabling human-…
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| 63164 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 63165 |
webfetch-camouflage
Claim
MCP server for fetching web content with browser fingerprint camouflage, conver…
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| 63166 |
Proxmox MCP Server
Claim
An enterprise-grade management tool that enables Claude Code to securely intera…
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| 63167 |
YouTube Shorts Agent
Claim
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
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| 63168 |
Kakao Keyword Ads MCP
Claim
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
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| 63169 |
sieve-mcp
Claim
Local AI chat history secret scanner for macOS. Finds API keys and secrets leak…
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| 63170 |
Corpus-KB
Claim
Local end-to-end RAG system for agentic code editors, exposing retrieval-augmen…
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| 63171 |
mycase-mcp
Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
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| 63172 |
mcp-ukrainian-calendar
Claim
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
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| 63173 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 63174 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 63175 |
prompt-plus-plus-mcp
Claim
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
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| 63176 |
A remote MCP server for reading, writing, and managing items in your Zotero lib…
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| 63177 |
Hello
Claim
Create quick, personalized greetings by name. Test workflows and integrations w…
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| 63178 |
An MCP Server that autonomously debugs web applications with browser-use browse…
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| 63179 |
componentize
Claim
Converts design screenshots into reusable Tailwind HTML components via MCP prot…
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| 63180 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 63181 |
SkyFi MCP Server
Claim
An MCP server providing AI agents with access to satellite imagery, geospatial …
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| 63182 |
dgmo-mcp
Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
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| 63183 |
Futarchy MCP Server
Claim
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
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| 63184 |
GitHub GraphQL API MCP
Claim
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
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| 63185 |
Bitwig MCP Server
Claim
An MCP server that enables AI-powered music production by allowing Claude to co…
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| 63186 |
ClauseIQ
Claim
A multi-agent AI system that reads Indian contracts, flags unfair clauses with …
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| 63187 |
MCP Aggregator Server
Claim
Provides a unified MCP interface that proxies requests to multiple backend serv…
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| 63188 |
weather-Israel
Claim
Enables fetching weather forecasts for Israeli cities by controlling a headless…
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| 63189 |
pexels
Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
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| 63190 |
VisionCraft MCP Server
Claim
Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
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| 63191 |
Martini
Claim
Manage AI filmmaking projects, scenes, assets, and generations in Martini.
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| 63192 |
Prowpt MCP Server
Claim
Enables AI agents to create, edit, and publish web apps on Prowpt.ai through pr…
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| 63193 |
datadog-mcp-server
Claim
Datadog observability — 168 tools across metrics, monitors, logs, APM, RUM, inc…
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| 63194 |
colacloud-mcp
Claim
Provides access to over 2.5 million US alcohol label records from the TTB via t…
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| 63195 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
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| 63196 |
MySQL MCP Server
Claim
Enables AI agents to interact with a MySQL database using natural language, aut…
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| 63197 |
Live context MCP server: resolves git, services, and tests into agent context. …
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| 63198 |
Aseprite MCP Tools
Claim
Enables AI assistants to control Aseprite for creating pixel art and animated s…
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| 63199 |
scythe-context-mcp
Claim
Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
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| 63200 |
Apitomy Data Models MCP
Claim
An MCP server that wraps the @apitomy/data-models library for querying, validat…
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