MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26701 |
indxr
Claim
A fast codebase indexer and knowledge wiki for AI agents.
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| 26702 |
hyperliquid-mcp
Claim
Hyperliquid - 2 tools for perpetuals, options, and position data
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| 26703 |
skybridge
Claim
Skybridge is a framework for building ChatGPT & MCP Apps
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| 26704 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
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| 26705 |
A graph-friendly relational server that stores project memory, tasks, and metad…
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| 26706 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 26707 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 26708 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 26709 |
habitify
Claim
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| 26710 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
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| 26711 |
json-rpc
Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
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| 26712 |
claude-code-mcp
Claim
Streamline development by automating code generation and fixes, file operations…
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| 26713 |
Enables querying and retrieving merit records and official reports of Korean in…
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| 26714 |
intlpull
Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
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| 26715 |
turbometrics-mcp
Claim
Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.
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| 26716 |
obsidian-mcp
Claim
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| 26717 |
context7
Claim
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| 26718 |
MCP server for desktop notifications over stdio
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| 26719 |
SiteScore MCP Server
Claim
Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 26720 |
cycles-mcp-server
Claim
Runtime budget authority for autonomous agents — reserve, enforce, and reconcil…
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| 26721 |
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
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| 26722 |
qudi MCP Integration
Claim
Enables natural language control of quantum photonics experiments through the q…
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| 26723 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 26724 |
windows-computer-use-mcp
Claim
Control Windows desktop via MCP: mouse, keyboard, screenshots, clipboard, and a…
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| 26725 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 26726 |
ByteRay AI
Claim
AI-augmented binary vulnerability analysis with 38 MCP tools for taint tracing …
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| 26727 |
Playwright MCP
Claim
Enables browser automation through Playwright using accessibility tree snapshot…
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| 26728 |
figma-to-code-mcp
Claim
LLM-optimized Figma MCP server.
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| 26729 |
America's Law Graph
Claim
US federal and state statutory law MCP server. 529K sections across 50 states, …
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| 26730 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 26731 |
MCP server for Fabrx - Build APIs from documents in your IDE
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| 26732 |
afrikure-mcp
Claim
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| 26733 |
mcp-sse-test-4
Claim
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| 26734 |
amazon-affiliate-mcp
Claim
Search Amazon products and generate affiliate links across 20 countries (DE, US…
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| 26735 |
Tolgee
Claim
Your app's translations in Tolgee: search keys, create translations, trigger ma…
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| 26736 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 26737 |
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| 26738 |
MCP server providing AI assistants the ability to interact with NetScaler envir…
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| 26739 |
stylemcp
Claim
Brand rules for AI outputs. Validate and rewrite text to match your brand voice.
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| 26740 |
HireScript MCP Server
Claim
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 26741 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network blockchain and Coinba…
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| 26742 |
Smart‑Thinking
Claim
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 26743 |
Anchord
Claim
Anchord MCP is a hosted remote MCP server backed by the Anchord API. It helps A…
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| 26744 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 26745 |
mastra-course
Claim
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| 26746 |
Search and book appointments at local businesses. Barbershops, salons, spas, an…
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| 26747 |
MIND
Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
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| 26748 |
Knowledge MCP Server
Claim
Provides centralized knowledge management for projects, allowing users to store…
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| 26749 |
MCP server for Fortnox Swedish accounting API integration
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| 26750 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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