MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 2 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63551 |
mcp-memory-gateway
Claim
A FastAPI + FastMCP shared-memory gateway in front of Honcho v3 that provides a…
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| 63552 |
drawio-mcp-server
Claim
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
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| 63553 |
DeFi Llama MCP Server
Claim
Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, …
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| 63554 |
LNA-Report MCP Server
Claim
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
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| 63555 |
Multi-MySQL MCP Server
Claim
Enables AI coding assistants to query and manage multiple MySQL and MariaDB dat…
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| 63556 |
Provides access to the Shopify Storefront API via MCP, enabling AI assistants t…
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| 63557 |
Amazon MCP Server
Claim
Enables searching Amazon India products, retrieving details, tracking prices, m…
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| 63558 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 63559 |
wezbridge
Claim
Zero-dependency MCP server to orchestrate a swarm of Claude Code / Codex sessio…
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| 63560 |
Bridges AI models with WinDbg to analyze Windows crash dumps and perform remote…
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| 63561 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 63562 |
공시읽어주는AI
Claim
A personal investment assistant MCP that selects and translates disclosures and…
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| 63563 |
astro-mcp
Claim
High-precision astrology tools for LLM agents, including natal charts, transits…
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| 63564 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
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| 63565 | — | |||||||||
| 63566 |
yellow-pages
Claim
Exposes two MCP tools (discover and execute) that enable agents to query an Ope…
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| 63567 |
Offline-first MCP server for web search and content fetching. It requires no ex…
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| 63568 |
re-mcp
Claim
A multi-backend MCP server that exposes binary analysis capabilities from IDA P…
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| 63569 |
WhatsMyBudgetMCP
Claim
MCP server for the WhatsMyBudget Analytics API, providing tools to query budget…
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| 63570 |
MCP X Server
Claim
Enables you to write, refine, and publish tweets to X (Twitter) using AI assist…
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| 63571 |
undo
Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
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| 63572 |
An MCP server that provides 20 tools to control the Unity Editor with natural l…
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| 63573 |
valorant-mcp
Claim
MCP server for Valorant esports that enables querying match schedules, live res…
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| 63574 |
This MCP server provides detailed GitHub repository information by integrating …
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| 63575 |
MCP Internal
Claim
A secure two-layer MCP integration system that connects local thin clients to a…
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| 63576 |
dev-skills
Claim
An MCP server that equips AI assistants with specialized, opinionated developme…
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| 63577 |
OpenAlex MCP Server
Claim
Provides academic research tools via the OpenAlex API, enabling searches for pa…
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| 63578 |
viral-clips-crew
Claim
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| 63579 |
Taiga UI MCP Server
Claim
Provides AI assistants with comprehensive access to Taiga UI components, enabli…
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| 63580 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 63581 |
arch-drawing-analyzer
Claim
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
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| 63582 |
mockserver
Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
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| 63583 |
VaultAssist
Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
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| 63584 |
agent-resume
Claim
MCP server that finds and resumes local coding-agent sessions (Codex, OpenCode,…
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| 63585 |
mcp-filesystem-server
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| 63586 |
XServer MCP Server
Claim
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
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| 63587 |
MarkItDown MCP Server
Claim
A production-ready MCP server for converting documents and files to Markdown us…
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| 63588 |
PRG MCP
Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
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| 63589 |
unpaywall
Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
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| 63590 |
mahjong-calculator
Claim
Enables mahjong score calculation from Claude by inputting tile configurations,…
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| 63591 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 63592 |
Renderer MCP Server
Claim
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
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| 63593 |
mcp-searxng
Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
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| 63594 |
Modular RAG MCP Server
Claim
A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation…
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| 63595 |
doc-ingestor-mcp
Claim
An MCP server that uses Docling to convert PDFs, Office documents, images, audi…
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| 63596 |
tessera
Claim
Provides persistent codebase memory for Claude Code, enabling semantic understa…
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| 63597 |
MemoV
Claim
Provides a memory layer for AI coding agents with Git-powered version control, …
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| 63598 |
MyNews MCP Server
Claim
Enables AI agents to fetch categorized news headlines and full article text fro…
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| 63599 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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| 63600 |
scribus-mcp
Claim
Enables AI assistants like Claude to control the Scribus desktop publishing app…
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