MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34701 |
Team Manager MCP
Claim
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
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| 34702 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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| 34703 |
Provides unrestricted access to your development environment with filesystem op…
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| 34704 |
Enables AI assistants to analyze Screaming Frog SEO Spider crawl data through t…
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| 34705 |
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
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| 34706 |
claudit
Claim
Enables searching over 20,000+ smart contract audit findings from Solodit, with…
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| 34707 |
ableton-mcp
Claim
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| 34708 |
Geektastic MCP Server
Claim
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
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| 34709 |
AI MCP System
Claim
An MCP-compatible RAG backend using LangGraph and FastAPI, enabling chaining of…
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| 34710 |
Microsoft 365 MCP
Claim
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
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| 34711 |
verifiable-memory
Claim
Memory for AI agents that can't hallucinate — answers only from stored facts wi…
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| 34712 |
windows-gui-mcp
Claim
Enables AI coding agents to automate Windows desktop applications through seman…
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| 34713 |
docio-mcp
Claim
Enables document conversion between 50+ formats, including Excel and PDF, using…
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| 34714 |
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
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| 34715 |
Oktyv
Claim
An MCP server that enables AI agents to execute real-world actions through 10 s…
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| 34716 |
KEIRO MCP Server
Claim
Enables AI agents to perform real-time web searches, deep research, content ext…
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| 34717 |
mcp-just-seek-knowledge
Claim
Stores and searches AI-generated knowledge about software projects, enabling Cu…
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| 34718 |
MCPLink-CLI
Claim
Lightweight terminal MCP protocol conversion gateway engine that automatically …
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| 34719 |
Blendkit MCP Server
Claim
Enables AI agents to search and download 3D assets (models, materials, HDRs, br…
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| 34720 |
mcp
Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
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| 34721 |
A production-grade coordination hub that enables AI agents and human teams to w…
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| 34722 |
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
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| 34723 |
CodeRef AI
Claim
A tool for vibecoding personnel and non-programmers to perform static code audi…
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| 34724 |
Google Sheets MCP
Claim
Enables agents to create, read, and modify Google Sheets using a service accoun…
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| 34725 |
Tapatalk MCP Server
Claim
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
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| 34726 |
ultimate-gemini-mcp
Claim
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
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| 34727 |
MCP Toolkit
Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
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| 34728 |
Notion MCP Server
Claim
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
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| 34729 |
resume-admin
Claim
Enables querying admin sign-in data from resume.naplab.org, such as last sign-i…
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| 34730 |
mcp-ready-mix
Claim
An MCP server that solves permission fatigue by letting you pre-approve command…
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| 34731 |
mcp-demo
Claim
A minimal MCP server example demonstrating Tools, Resources, and Prompts. It en…
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| 34732 |
Provides access to Hong Kong government environment data, including the current…
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| 34733 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 34734 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 34735 |
Library Access MCP
Claim
Enables AI assistants to access authenticated academic databases via browser se…
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| 34736 |
mcp-arcgis-fairfax
Claim
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
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| 34737 |
ziwei-mcp
Claim
Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
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| 34738 |
A Model Context Protocol server that provides comprehensive GitHub integration …
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| 34739 |
SmartShift MCP
Claim
Enables management of work schedules through KakaoTalk native calendar integrat…
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| 34740 |
claude-usage-guard
Claim
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
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| 34741 |
Delx Living Body
Claim
Meta-MCP that auto-detects installed wellness connectors and composes them into…
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| 34742 |
levelfour-mcp
Claim
Cloud cost visibility and savings recommendations grounded in your actual AWS, …
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| 34743 |
eCash MCP Server
Claim
Enables AI agents to interact with the eCash ecosystem on Base mainnet, providi…
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| 34744 |
task-tracker-mcp
Claim
A task management system for LLM-based agents that stores all tasks in a single…
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| 34745 |
genlayer-cli-mcp
Claim
MCP server for AI agents to work with GenLayer projects, providing tools to run…
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| 34746 |
memory-mcp-server
Claim
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
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| 34747 |
atomno-mcp-seo-audit
Claim
MCP server for technical SEO audits, powered by the detail.web engine. Run a si…
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| 34748 |
F-MCP (Figma MCP Bridge)
Claim
Enables AI assistants to read, analyze, and modify Figma designs, manage design…
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| 34749 |
@zhangzwd/mcp-gateway
Claim
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
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| 34750 |
Rubeus MCP Server
Claim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
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