MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42951 |
Complete Vinted MCP and CLI Server
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| 42952 |
mal-mcp-worker
Claim
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
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| 42953 |
juejin-release-mcp
Claim
Enables AI assistants to manage Juejin articles directly via natural language, …
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| 42954 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 42955 |
Claude Sidekick
Claim
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
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| 42956 |
Surfa MCP Server
Claim
Query your Surfa Analytics data using natural language through Claude Desktop, …
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| 42957 |
@yawlabs/caddy-mcp
Claim
Manage Caddy web servers from Claude Code, Cursor, and any MCP client with 18 t…
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| 42958 |
harmony-mcp
Claim
An MCP server that enables AI assistants to interact with WeChat Mini Programs,…
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| 42959 |
invinoveritas
Claim
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
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| 42960 |
Network AI Assistant
Claim
Asynchronous MCP server for unified multi-platform network infrastructure manag…
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| 42961 |
@fictjs/mcp
Claim
MCP server for retrieving Fict documentation, running compiler/ESLint/TypeScrip…
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| 42962 |
test
Claim
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| 42963 |
mcp-server-iqiyi
Claim
MCP server for accessing iQiyi API to fetch new releases and trending videos.
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| 42964 |
evoltuion
Claim
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| 42965 |
google-calendar-mcp
Claim
A Model Context Protocol server for Google Calendar integration, enabling AI as…
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| 42966 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 42967 |
wot-mcp
Claim
Bridges Web of Things (WoT) devices to AI assistants via MCP, enabling discover…
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| 42968 |
mcp-switchboard
Claim
Intelligent MCP server orchestrator that automates configuration, orchestration…
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| 42969 |
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
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| 42970 |
Northbeam MCP Server
Claim
Provides access to Northbeam marketing analytics data, enabling querying of met…
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| 42971 |
PubMed molecular-hydrogen medical literature with delivery-aware safety notes i…
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| 42972 |
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
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| 42973 |
bybit-mcp-server
Claim
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
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| 42974 |
homeradar-mcp
Claim
homeradar-mcp
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| 42975 |
@actalumen/mcp-server
Claim
Enables AI agents to upload, verify, and chat about documents for compliance (e…
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| 42976 |
MCP server providing business tools for customer support and account management…
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| 42977 |
LinkedIn MCP Pro Max
Claim
High-performance autonomous MCP server that turns LinkedIn into an API for AI w…
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| 42978 |
tanstack-start-devtools
Claim
Local development bridge between TanStack Devtools and MCP-capable coding agent…
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| 42979 |
pdf-reader-mcp
Claim
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| 42980 |
projectionlab-mcp
Claim
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
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| 42981 |
YFinance MCP Server
Claim
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
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| 42982 |
MCP Chat
Claim
Enables interactive chat with a local LLM using MCP architecture for document m…
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| 42983 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 42984 |
Pulseq MCP Expert Server
Claim
An AI-powered server that helps users understand Pulseq code and MRI physics pr…
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| 42985 |
An MCP server for Claude Desktop that allows users to query data from selected …
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| 42986 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
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| 42987 |
ca
Claim
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| 42988 |
Enables LLMs to retrieve, analyze, and visualize stock prices and financial rep…
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| 42989 |
OpenAgenda
Claim
Search, analyze and manage events on OpenAgenda.
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| 42990 |
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
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| 42991 |
pix-mcp
Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
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| 42992 |
SCModeling
Claim
Supply-chain network design via simulation, optimization, and greenfield analys…
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| 42993 |
Full VK MCP
Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
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| 42994 |
smithery-mcp-server
Claim
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| 42995 |
Analyzes tasks to recommend the minimal set of MCP servers needed, reducing con…
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| 42996 |
PyPen MCP
Claim
Enables LLM-powered browser automation and security testing with features like …
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| 42997 |
lol-mcp
Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
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| 42998 |
MCP server for enterprise authentication and authorization — JWT validation, OI…
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| 42999 |
mev-history-mcp
Claim
Pay-per-call MCP server for EVM MEV history, offering sandwich check, MEV expos…
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| 43000 |
mercari-jp-mcp
Claim
MCP server to search Mercari Japan listings with query, price range, and exclud…
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