MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51151 |
mnemo
Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 51152 |
ASO Score MCP
Claim
Scans websites to evaluate agent-readiness and produce an ASO Score Report acro…
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| 51153 |
Hebbrix MCP Server
Claim
Provides long-term memory and a temporal knowledge graph for AI agents, enablin…
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| 51154 |
ecommerce-catalog-agent
Claim
Enables conversational product search and validation for e-commerce catalogs, w…
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| 51155 |
etracker MCP Server
Claim
Enables AI assistants to query etracker analytics data such as page views, conv…
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| 51156 |
dangerous-skills-mcp
Claim
A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
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| 51157 |
A comprehensive prompt library for frontend developers covering React, frontend…
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| 51158 |
laravel-tasks
Claim
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
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| 51159 |
codex-mcp
Claim
MCP server wrapping OpenAI Codex SDK to run Codex agents for code generation, d…
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| 51160 |
Extended Mind
Claim
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
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| 51161 |
nano-banana-mcp-app
Claim
Enables Claude to generate and edit images using Google Gemini AI.
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| 51162 |
ContextMine
Claim
Self-hosted documentation and code indexing with MCP integration.
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| 51163 |
toolkit-mcp
Claim
An MCP server offering developer utilities including JSON validation, base64 en…
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| 51164 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 51165 |
minecraft-mcp
Claim
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
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| 51166 |
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
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| 51167 |
clova-speech-lecture-mcp
Claim
Enables speech-to-text transcription and summarization of lecture audio using N…
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| 51168 |
UluAlgorandMCP
Claim
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
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| 51169 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 51170 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 51171 |
test
Claim
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| 51172 |
Lumen
Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
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| 51173 |
dingjie-erp-mcp
Claim
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
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| 51174 |
AIShield
Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
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| 51175 |
NewsAPI MCP Server
Claim
Enables news search and headline retrieval using NewsAPI. Supports getting top …
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| 51176 |
aigc-humanizer-zh
Claim
MCP server for detecting AI writing patterns in Chinese academic text and provi…
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| 51177 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 51178 |
open-subagent-mcp
Claim
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
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| 51179 |
Cal MCP Server
Claim
Enables AI assistants to answer mortgage-related queries by providing tools for…
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| 51180 |
taiwan-data-hub
Claim
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
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| 51181 |
mubdi
Claim
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| 51182 |
nmap-mcp
Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
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| 51183 |
OpenClaw Docs MCP
Claim
Enables hybrid semantic and full-text search over OpenClaw documentation, with …
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| 51184 |
Dealer Fusion MCP Server
Claim
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
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| 51185 |
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
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| 51186 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 51187 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 51188 |
vvk-charts-mcp
Claim
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
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| 51189 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 51190 |
OpenShift SRE Copilot
Claim
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
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| 51191 |
pinescript-mcp-server
Claim
Enables validation, fixing, and generation of PineScript code for TradingView, …
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| 51192 |
Freshdesk MCP Server
Claim
An MCP server implementation that integrates with Freshdesk, enabling AI models…
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| 51193 |
multimodal-mcp
Claim
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
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| 51194 |
crypto-prices-mcp
Claim
Provides live and historical cryptocurrency prices, trending coins, and global …
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| 51195 |
llm-gateway-mcp
Claim
A self-hostable MCP server that routes prompts to multiple LLM providers using …
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| 51196 |
YouTube DLP MCP Server
Claim
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
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| 51197 |
confluence-mcp-server
Claim
An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 51198 |
yagoo-mcp-server
Claim
Enables AI agents to discover and recommend other agents through a searchable d…
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| 51199 |
fallcorp-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 51200 |
SOL Forge
Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
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