MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51051 |
nano-banana-mcp-app
Claim
Enables Claude to generate and edit images using Google Gemini AI.
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| 51052 |
ContextMine
Claim
Self-hosted documentation and code indexing with MCP integration.
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| 51053 |
toolkit-mcp
Claim
An MCP server offering developer utilities including JSON validation, base64 en…
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| 51054 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 51055 |
minecraft-mcp
Claim
A Minecraft bot controlled by Claude over MCP, enabling natural-language comman…
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| 51056 |
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
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| 51057 |
clova-speech-lecture-mcp
Claim
Enables speech-to-text transcription and summarization of lecture audio using N…
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| 51058 |
UluAlgorandMCP
Claim
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
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| 51059 |
flickr-mcp-server
Claim
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 51060 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 51061 |
test
Claim
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| 51062 |
Lumen
Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
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| 51063 |
dingjie-erp-mcp
Claim
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
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| 51064 |
AIShield
Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
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| 51065 |
NewsAPI MCP Server
Claim
Enables news search and headline retrieval using NewsAPI. Supports getting top …
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| 51066 |
aigc-humanizer-zh
Claim
MCP server for detecting AI writing patterns in Chinese academic text and provi…
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| 51067 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 51068 |
open-subagent-mcp
Claim
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
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| 51069 |
Cal MCP Server
Claim
Enables AI assistants to answer mortgage-related queries by providing tools for…
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| 51070 |
taiwan-data-hub
Claim
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
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| 51071 |
mubdi
Claim
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| 51072 |
nmap-mcp
Claim
An nmap MCP server for AI-assisted network security auditing, providing 14 purp…
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| 51073 |
OpenClaw Docs MCP
Claim
Enables hybrid semantic and full-text search over OpenClaw documentation, with …
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| 51074 |
Dealer Fusion MCP Server
Claim
Provides dealership intelligence by integrating CRM, DMS, CDP, and analytics da…
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| 51075 |
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
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| 51076 |
vsphere-mcp-server
Claim
MCP server for VMware vSphere infrastructure management, enabling VM operations…
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| 51077 |
PuckAPI
Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
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| 51078 |
vvk-charts-mcp
Claim
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
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| 51079 |
akm-bridge
Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
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| 51080 |
OpenShift SRE Copilot
Claim
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
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| 51081 |
pinescript-mcp-server
Claim
Enables validation, fixing, and generation of PineScript code for TradingView, …
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| 51082 |
Freshdesk MCP Server
Claim
An MCP server implementation that integrates with Freshdesk, enabling AI models…
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| 51083 |
multimodal-mcp
Claim
Gives any MCP client (OpenCode, Claude Code, Claude Desktop, Cursor, etc.) the …
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| 51084 |
crypto-prices-mcp
Claim
Provides live and historical cryptocurrency prices, trending coins, and global …
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| 51085 |
llm-gateway-mcp
Claim
A self-hostable MCP server that routes prompts to multiple LLM providers using …
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| 51086 |
YouTube DLP MCP Server
Claim
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
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| 51087 |
confluence-mcp-server
Claim
An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 51088 |
yagoo-mcp-server
Claim
Enables AI agents to discover and recommend other agents through a searchable d…
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| 51089 |
fallcorp-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…
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| 51090 |
SOL Forge
Claim
An MCP server that enables AI agents to interact with the Solana blockchain thr…
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| 51091 |
Obsidian MCP Server
Claim
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
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| 51092 |
animation-mcp
Claim
Enables AI coding assistants to create and refine Roblox combat animations thro…
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| 51093 |
after-effects-mcp
Claim
Control Adobe After Effects from any MCP client: arbitrary ExtendScript, backgr…
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| 51094 |
clockodo-mcp-server
Claim
Enables interaction with the Clockodo time tracking API, providing tools, promp…
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| 51095 |
infomaniak-admin-mcp
Claim
Enables agentic administration of Infomaniak accounts via Claude, offering 169 …
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| 51096 |
Metsuke
Claim
Provides SDLC compliance verification as tools that AI agents can invoke, conti…
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| 51097 |
MCP DataFrame QA
Claim
A research-informed MCP server that enables natural language question answering…
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| 51098 |
recruiting-jobs-mcp
Claim
Enables AI agents to pull live job listings from major ATS platforms (Greenhous…
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| 51099 |
Vultr Codex Plugin
Claim
MCP server for managing Vultr VPS instances with safety guards, including previ…
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| 51100 |
jira-github-mcp
Claim
An MCP server for end-to-end Jira and GitHub integration, enabling AI agents in…
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