MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32401 |
gacha-daily-mcp
Claim
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
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| 32402 |
MCP2OSC
Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
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| 32403 |
kiro-total-recall
Claim
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
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| 32404 |
nist-nvd-mcp-server
Claim
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
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| 32405 |
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
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| 32406 |
epub-parser-mcp
Claim
A TypeScript-based MCP server for parsing EPUB files, enabling metadata extract…
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| 32407 |
VaultBridge
Claim
Secret management MCP server for AI coding agents that prevents secrets from en…
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| 32408 |
unreal-mcp
Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
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| 32409 |
am-memory
Claim
Persistent memory for Claude Code — a self-evolving knowledge layer that surviv…
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| 32410 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 32411 |
tribeRef MCP Server
Claim
Provides persistent tribal memory for Claude Code sessions, enabling querying o…
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| 32412 |
JWT Doctor
Claim
Template for creating MCP servers with a server-side paywall gate, enabling fre…
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| 32413 |
MCP Server for ZeroEntropy collections, top documents and rerankers
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| 32414 |
@rendershot/mcp-server
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 32415 |
Enables automated Python code quality checks including linting, complexity anal…
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| 32416 |
Medicos MCP
Claim
MCP server backend for a hospital medicine reminder app, offering tools for Fir…
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| 32417 |
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access…
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| 32418 |
interactive-choice-mcp
Claim
Enables AI to present options and launch an interactive web or terminal interfa…
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| 32419 |
dagster-mcp
Claim
An MCP server that gives AI agents full visibility and control over your Dagste…
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| 32420 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 32421 |
mcp-server
Claim
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| 32422 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 32423 |
Enables AI assistants to query Power BI datasets via MCP, automatically anonymi…
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| 32424 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 32425 |
anki-mcp-desktop
Claim
Enterprise-grade Anki integration with natural language interaction, comprehens…
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| 32426 |
education-data
Claim
Bilingual (EN+ZH) education data: 299 universities, 184 intl schools, degree-RO…
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| 32427 |
bureau-mcp
Claim
A personal MCP connection aggregator that routes tool calls from a single endpo…
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| 32428 |
Cairntir
Claim
A local-first, open-source memory system for Claude Code that eliminates cross-…
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| 32429 |
Wireshark MCP Server
Claim
A comprehensive MCP server that provides AI assistants with professional-grade …
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| 32430 |
github-pr-mcp-2
Claim
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| 32431 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 32432 |
hooksense-mcp
Claim
Webhook & callback layer for AI agents: create a callback URL, then `wait_for_c…
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| 32433 |
spark-trader
Claim
Bridges Spark ASX trading platform with Claude Desktop via MCP, enabling natura…
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| 32434 |
Android i18n MCP Server
Claim
An MCP server that automatically translates Android app string resources to mul…
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| 32435 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 32436 |
Provides a standardized interface for interacting with Replicate's tools and se…
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| 32437 |
memos-mcp-server
Claim
Enables AI assistants to create, read, update, delete, and list memos via the M…
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| 32438 |
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
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| 32439 |
QuickChart MCP Server
Claim
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
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| 32440 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 32441 |
Classroom Suite MCP
Claim
Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistant…
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| 32442 |
Codinfy MCP
Claim
MCP server that connects AI agents to Codinfy platform APIs for validating lice…
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| 32443 |
Fibonex Trading Signals
Claim
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
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| 32444 |
cra-compliance-mcp
Claim
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
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| 32445 |
cron-monitor
Claim
Cloudflare Workers MCP server: cron-monitor
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| 32446 |
Vision MCP for Reasonix
Claim
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
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| 32447 |
ktalk-mcp
Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
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| 32448 |
Slash Command Manager
Claim
Generates and manages slash commands for AI coding assistants like Claude Code …
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| 32449 |
streamable-mcp-server
Claim
A starting template for building a Streamable HTTP MCP server using TypeScript,…
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| 32450 |
simple_invoicing-mcp
Claim
Bridges to a simple_invoicing FastAPI backend, exposing invoice, product, ledge…
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