MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35801 |
VRChat MCP
Claim
MCP server for VRChat friends, worlds, groups, events, notifications, and VRCX …
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| 35802 |
Thrive MCP API Server
Claim
A remote MCP server that can be deployed on Cloudflare Workers, using OAuth aut…
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| 35803 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
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| 35804 |
WP MCP Server
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Hosted MCP server that bridges Claude.ai with one or more WordPress sites.
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| 35805 |
mcp-server-postgres
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Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
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| 35806 |
MCP Server Template
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A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 35807 |
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
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| 35808 |
Hello World MCP Server
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A simple demonstration MCP server that provides basic greeting functionality an…
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| 35809 |
mcp-server-nmap
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Enables network scanning and reconnaissance through MCP tools, leveraging nmap …
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| 35810 |
saqz
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| 35811 |
enquire-mcp
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MCP server that exposes a local Obsidian vault as persistent, searchable memory…
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| 35812 |
Bay Street MCP
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A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
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| 35813 |
An MCP server that provides 20 tools to control the Unity Editor with natural l…
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| 35814 |
AWS Cost Saver
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Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 35815 |
Weather MCP Server
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Provides weather forecast data from the US National Weather Service API through…
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| 35816 |
piquesignal-mcp
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Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
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| 35817 |
AmplifyrMCP
Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
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| 35818 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 35819 |
productised
Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
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| 35820 |
Blender MCP VXAI
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Enables natural language control of Blender 3D through MCP clients, allowing cr…
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| 35821 |
Convert Speech to Text using JigsawStack's AI Models.
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| 35822 |
YÖK Akademik Profiles
Claim
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
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| 35823 |
test
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| 35824 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 35825 |
Skills-MCP-Server
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Index and search reusable skills from local folders. Discover relevant skills w…
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| 35826 |
hotmart-mcp
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Enables querying Hotmart sales, subscriptions, members area, products, and coup…
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| 35827 |
coremodels-mcp-server
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CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
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| 35828 |
medharness
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Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
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| 35829 |
ArcRift
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Persistent local memory layer for AI. ArcRift uses a Chrome extension and a nat…
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| 35830 |
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
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| 35831 |
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| 35832 |
Colter
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MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.
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| 35833 |
skill-manager
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SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
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| 35834 |
FreeTaxUSA MCP Server
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Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
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| 35835 |
Award Flight Daily
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Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
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| 35836 |
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
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| 35837 |
Blender MCP Server
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Enables AI-powered 3D content creation in Blender through natural language, inc…
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| 35838 |
pid
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| 35839 |
graph-memory
Claim
Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…
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| 35840 |
nextjsui9
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| 35841 |
Freepik MCP
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Enables AI assistants to search, download, and generate visual content using Fr…
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| 35842 |
aistuff
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| 35843 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 35844 |
agent-debugger
Claim
Enables AI agents to investigate backend incidents by executing runbooks that g…
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| 35845 |
ShippingRates
Claim
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
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| 35846 |
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
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| 35847 |
ServiceNow MCP Server
Claim
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
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| 35848 |
Jira MCP Server
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A production-ready server that automatically exposes your entire Jira instance …
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| 35849 |
pptmasterdeck-mcp
Claim
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
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| 35850 |
simulink-mcp
Claim
Give AI agents structured access to Simulink models via the MATLAB Engine for P…
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