MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53901 |
capus
Claim
Persona-driven LLM agent testing for macOS and web apps through a local MCP dae…
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| 53902 |
Crawl Parity MCP
Claim
An MCP server for analyzing Googlebot vs AI crawler parity from Nginx access lo…
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| 53903 |
spanning-mcp
Claim
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore…
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| 53904 |
pollen-alert-mcp
Claim
Provides real-time pollen level alerts and hayfever mitigation tips using the A…
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| 53905 |
Lucy — AI Agent for Hire
Claim
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
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| 53906 |
Spotter-SAST
Claim
Enterprise-grade MCP server for static application security testing with multi-…
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| 53907 |
uniprot-mcp
Claim
MCP server that exposes the UniProt REST API to LLM clients, enabling search an…
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| 53908 |
Enables Claude AI to extract transcripts from YouTube videos with zero local se…
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| 53909 |
PodMaster
Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
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| 53910 |
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| 53911 |
Òtítọ́
Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
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| 53912 |
mcp-memori
Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
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| 53913 |
Alibaba Cloud MCP Server
Claim
Enables AI assistants to manage Alibaba Cloud resources via natural language, w…
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| 53914 |
MCP RepoBridge
Claim
Enables safe repository inspection and Docker-sandboxed command execution via M…
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| 53915 |
imessage-mcp
Claim
Connects Claude Desktop to iMessage on macOS, enabling reading conversations, s…
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| 53916 |
DhanHQ MCP Server
Claim
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
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| 53917 |
adsb-mcp-server
Claim
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
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| 53918 |
wikipedia-trends-mcp
Claim
Provides Wikipedia page view trend data including spike detection, historical t…
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| 53919 |
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
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| 53920 |
Useful Helpers Suite
Claim
An MCP server that exposes a suite of developer tools and apps via a shared too…
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| 53921 |
fetchcraft-mcp
Claim
Enables B2B research by finding verified work emails, extracting contacts, dete…
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| 53922 |
Google Chat MCP Server
Claim
Enables interaction with Google Chat via MCP using the internal Dynamite API, a…
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| 53923 |
quantum-mcp-server
Claim
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
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| 53924 |
Amazon Seller MCP Server
Claim
Exposes Amazon Selling Partner API tools for sellers to manage orders, inventor…
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| 53925 |
spotifyscraper
Claim
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
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| 53926 |
clickup-mcp-faster
Claim
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| 53927 |
unreal-editor-mcp
Claim
Provides build diagnostics and editor log tools for Unreal Engine AI developmen…
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| 53928 |
mem0-mcp
Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
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| 53929 |
so-dsc
Claim
Enables AI assistants to remotely control Sony DSC cameras via the Camera Remot…
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| 53930 |
webmcp-polyfill
Claim
Enables browsers to act as MCP servers by relaying tools, resources, and prompt…
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| 53931 |
A template to deploy a remote MCP server on Cloudflare Workers without authenti…
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| 53932 |
A comprehensive toolkit for deploying production-ready Generative AI infrastruc…
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| 53933 |
mcp-flutter-senior
Claim
Provides Flutter best practices, code analysis, and state management recommenda…
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| 53934 |
model-compose
Claim
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, …
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| 53935 |
qa-toolkit-mcp
Claim
An MCP server that reads test reports and provides regression analysis tools fo…
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| 53936 |
Enables deploying a remote MCP server on Cloudflare without authentication, all…
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| 53937 |
tiangong-mcp
Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
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| 53938 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 53939 |
Linkup JS MCP Server
Claim
Enables AI assistants and development tools to perform intelligent web searches…
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| 53940 |
0Latency Memory
Claim
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
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| 53941 |
hyperpanes-mcp
Claim
MCP server for hyperpanes terminal workspace app, enabling AI agents to compose…
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| 53942 |
@testmaze/mcp
Claim
Connects MCP-compatible coding agents to a hosted Test Maze instance for verify…
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| 53943 |
ClawHire MCP
Claim
An employer-facing MCP server that enables hiring managers to post jobs, search…
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| 53944 |
wechat-reader-mcp
Claim
MCP server for reading WeChat public account articles by reusing authenticated …
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| 53945 |
Reads handwritten family letters in old scripts and translates them, with notes…
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| 53946 |
expo-assets-mcp
Claim
Generates and transforms Expo assets (icons, splash, adaptive icons) from sourc…
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| 53947 |
mcp-file-roots-demo
Claim
Enables interactive chat with AI models via Anthropic API, with controlled file…
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| 53948 |
keyvault
Claim
Enables AI agents to securely manage API keys and secrets via the MCP protocol,…
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| 53949 |
ksp-mods-mcp
Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
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| 53950 |
MySQLMCP
Claim
A high-performance MySQL database MCP server providing 29 professional tools fo…
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