MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45051 |
web2md
Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
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| 45052 |
Provides 170+ tools to manage UniFi networks via the internal controller API, e…
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| 45053 |
Background Process MCP
Claim
Enables LLMs to start, stop, and monitor long-running command-line processes in…
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| 45054 |
openclaw-mcp-termux
Claim
Bridges Claude to a local OpenClaw gateway on Android via Termux, enabling agen…
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| 45055 |
kimi-debug-tunnel
Claim
基于REST API的Kimi Code CLI调试隧道,提供推送式全自动化session编排,支持多轮对话、实时流式响应和智能思考过滤。
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| 45056 |
Design Style MCP Server
Claim
Provides deterministic design style recommendations and structured tokens for A…
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| 45057 |
A remote MCP server for reading, writing, and managing items in your Zotero lib…
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| 45058 |
prompt-plus-plus-mcp
Claim
An advanced MCP server that intelligently enhances prompts using 44+ metaprompt…
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| 45059 |
1C MCP Toolkit
Claim
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
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| 45060 |
3D Agent MCP
Claim
MCP server for generating print-ready 3D models from text descriptions via a mu…
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| 45061 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 45062 |
mcp-ukrainian-calendar
Claim
Provides access to Ukrainian pagan calendar with holidays, deities, folk wisdom…
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| 45063 |
Corpus-KB
Claim
Local end-to-end RAG system for agentic code editors, exposing retrieval-augmen…
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| 45064 |
mycase-mcp
Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
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| 45065 |
sieve-mcp
Claim
Local AI chat history secret scanner for macOS. Finds API keys and secrets leak…
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| 45066 |
Kakao Keyword Ads MCP
Claim
Enables querying and analysis of Kakao Keyword Ads data, including campaigns, a…
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| 45067 |
YouTube Shorts Agent
Claim
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
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| 45068 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
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| 45069 |
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
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| 45070 |
Weather MCP Server
Claim
Provides current weather conditions and forecasts for any location using the Op…
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| 45071 |
Incident Triage MCP
Claim
Incident Triage MCP is a Model Context Protocol (MCP) server for incident triag…
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| 45072 |
Stratosphere MCP Zotero
Claim
Enables natural language interaction with Zotero libraries, allowing users to s…
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| 45073 |
Lore MCP
Claim
A stateless MCP server that gives AI agents team-shared lore including area con…
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| 45074 |
Enables search and lookup of SolidWorks API documentation, including methods, i…
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| 45075 |
MCP Server
Claim
A basic MCP server implementation using Node.js and TypeScript that bridges AI …
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| 45076 |
Feishu/Lark OpenAPI MCP
Claim
This is the Feishu/Lark official OpenAPI MCP (Model Context Protocol) tool desi…
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| 45077 |
mcp-github-issues
Claim
Enables LLMs to list, create, and comment on GitHub issues using your own GitHu…
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| 45078 |
agent-readiness-auditor
Claim
Audits any website for AI agent readiness and safety, scoring prompt injection …
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| 45079 |
scratch-mcp
Claim
Enables AI agents to programmatically edit Scratch .sb3 projects and preview ch…
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| 45080 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
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| 45081 |
Enables AI assistants to perform Active Directory reconnaissance by enumerating…
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| 45082 |
screenpipe
Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
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| 45083 |
mcp-server-251215
Claim
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| 45084 |
Enables creation of professional PowerPoint presentations with AI-generated con…
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| 45085 |
Wawp MCP Server
Claim
Enables AI models to interact with WhatsApp instances through the Wawp API, all…
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| 45086 |
Docs-to-AI
Claim
Enables LLMs to query documents using semantic search, supporting PDFs, Word, E…
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| 45087 |
Hands
Claim
A macOS computer-use MCP server that grants AI agents mouse, keyboard, and scre…
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| 45088 |
Notion Schedule Agent
Claim
An MCP server that turns your Notion task list into an AI-optimized daily sched…
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| 45089 |
mcp-ai-brain
Claim
Persistent memory for AI coding agents with local-first, zero-cost, privacy-fir…
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| 45090 |
SSH MCP Server
Claim
Enables AI to execute commands on remote hosts via SSH, supporting password and…
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| 45091 |
Enables automated searching and commenting on Xiaohongshu with AI-generated com…
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| 45092 |
ftrack MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with full acc…
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| 45093 |
stackapps-suite-mcp
Claim
StackApps suite gateway: Imagcon, StackBill, Dicta-Notes. Pay per call in USDC …
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| 45094 |
gograph
Claim
An AST-aware structural repository graph engine and MCP server designed for AI …
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| 45095 |
A remote MCP server deployed on Cloudflare Workers without authentication. Enab…
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| 45096 |
Pica MCP Server
Claim
MCP server that integrates with Pica to enable seamless interaction with 100+ t…
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| 45097 |
Agent Switchboard
Claim
A local MCP server that connects AI coding agents like Claude, Codex, and Gemin…
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| 45098 |
MCP Dev-Tools Agent
Claim
A local AI agent system that gives any LLM real access to the filesystem, termi…
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| 45099 |
MCP server that scans your repo's dependencies for security vulnerabilities bas…
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| 45100 |
@zhama/mcp-server
Claim
A TypeScript framework for building Model Context Protocol servers with a decor…
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