MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37551 |
Claude-LMStudio-Bridge
Claim
A simple MCP server that enables Claude to communicate with locally running LLM…
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| 37552 |
nango-mcp-server
Claim
MCP server for managing Nango environments, integrations, connections, and prox…
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| 37553 |
studiosphere-pulse-mcp
Claim
Privacy-first audio intelligence: BPM, key, waveform. Audio never stored. Pay p…
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| 37554 |
A Forgejo MCP Server
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| 37555 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 37556 |
cawskills-mcp
Claim
skills for claw services and msp
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| 37557 |
neuro-mcp
Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
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| 37558 |
1c-templates-mcp
Claim
MCP server for semantic search of 1C (BSL) code templates with 2262+ community …
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| 37559 |
QSimHealth
Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
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| 37560 |
api-diff-monitor
Claim
Cloudflare Workers MCP server: api-diff-monitor
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| 37561 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 37562 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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| 37563 |
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
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| 37564 |
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
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| 37565 |
mal-mcp-worker
Claim
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
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| 37566 |
Complete Vinted MCP and CLI Server
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| 37567 |
Enables natural language interaction with Unanet GovCon ERP for project managem…
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| 37568 |
Enables AI agents to create, compare, and track purchases with structured buyin…
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| 37569 |
Scripting Docs MCP
Claim
Provides semantic search over ScriptingApp documentation by converting Markdown…
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| 37570 |
keycrm-mcp
Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
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| 37571 |
habitify
Claim
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| 37572 |
clarvia
Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
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| 37573 |
Generates sound effects from text descriptions using ElevenLabs API and saves t…
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| 37574 |
Design-Pattern-MCP
Claim
Provides design pattern templates and anti-pattern guidance to AI coding agents…
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| 37575 |
AiDD MCP Server
Claim
Provides AI-driven development tools including file system operations, multi-la…
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| 37576 |
Tianji
Claim
An MCP server that integrates hundreds of thinking models and frameworks to hel…
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| 37577 |
Claude Sidekick
Claim
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
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| 37578 |
PageShot MCP
Claim
Capture webpage screenshots with format, viewport, and dark mode options
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| 37579 |
harmony-mcp
Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
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| 37580 |
@yawlabs/caddy-mcp
Claim
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
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| 37581 |
Surfa MCP Server
Claim
Query your Surfa Analytics data using natural language through Claude Desktop, …
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| 37582 |
log-analyzer-mcp
Claim
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
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| 37583 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 37584 |
Vector Memory MCP Server
Claim
Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…
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| 37585 |
apple-books-mcp
Claim
Enables AI clients to read and write local Apple Books library, collections, an…
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| 37586 |
gdelt-mcp-server
Claim
Search and analyze global news coverage and US TV transcripts via the GDELT Pro…
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| 37587 |
@fictjs/mcp
Claim
MCP server for retrieving Fict documentation, running compiler/ESLint/TypeScrip…
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| 37588 |
Network AI Assistant
Claim
Asynchronous MCP server for unified multi-platform network infrastructure manag…
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| 37589 |
Stellaris MCP
Claim
Combines semantic search with AST-based code exploration for AI agents, enablin…
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| 37590 |
mcp-server-iqiyi
Claim
MCP server for accessing iQiyi API to fetch new releases and trending videos.
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| 37591 |
28 tools that make AI write, implement, and verify structured intent — so hallu…
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| 37592 |
Twitter MCP Server
Claim
Enables AI assistants to access Twitter/X data including user profiles, tweets,…
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| 37593 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 37594 |
FFmpeg Python MCP Server
Claim
Enables AI assistants to perform video and audio processing tasks such as forma…
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| 37595 |
google-calendar-mcp
Claim
A Model Context Protocol server for Google Calendar integration, enabling AI as…
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| 37596 |
MCP server that allows AI agents to fetch and process llms.txt documentation fr…
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| 37597 |
mcp-seo-auditor
Claim
MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…
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| 37598 |
geminiomnirights-mcp
Claim
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
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| 37599 |
apra-mcp
Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
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| 37600 |
Scrapegraph
Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
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