MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35751 |
theagora
Claim
AI agent marketplace. 27 tools for buying and selling services with atomic escr…
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| 35752 |
HeadlessTracker
Claim
Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM…
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| 35753 |
graphql-to-mcp
Claim
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
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| 35754 |
mcp-roadmapsh
Claim
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
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| 35755 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 35756 |
resume-mcp-server
Claim
MCP server for browsing and searching your local resume and job application doc…
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| 35757 |
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
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| 35758 |
AI Backend MCP Server
Claim
Enables AI clients to use custom tools, maintain memory, and follow structured …
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| 35759 |
Execute KQL queries against Microsoft Defender Advanced Hunting via natural lan…
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| 35760 |
MarsNMe
Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
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| 35761 |
YouTube MCP Server
Claim
Integrates YouTube with Claude Code, enabling video transcript retrieval, searc…
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| 35762 |
agent-memory
Claim
Git-native project memory for coding agents: Markdown source of truth committed…
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| 35763 |
douyin-video-mcp
Claim
A Model Context Protocol server that downloads watermark-free videos from Douyi…
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| 35764 |
BeTrusty MCP Server
Claim
Enables to calculate property prices and check availability via BeTrusty API, s…
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| 35765 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 35766 |
Sentinel Core Agent
Claim
Enables file system operations, web scraping, and AI-powered search through MCP…
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| 35767 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 35768 |
FinQ4Cn MCP Server
Claim
Provides free, open-source access to China A-share financial data for quantitat…
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| 35769 |
The complete MCP server for Google Play, offering 150 tools to fully control An…
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| 35770 |
imugi
Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
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| 35771 |
@bowlly/mcp-server
Claim
Enables cat food product search and ingredient analysis using natural language …
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| 35772 |
MCP server for AGDEL. Agents can create, buy, deliver, reveal, and settle signa…
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| 35773 |
propline-mcp
Claim
Live sports betting odds, cross-book +EV, and graded prop resolution (every Ove…
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| 35774 |
Forge Treasury
Claim
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
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| 35775 |
Velaris Intelligence
Claim
AI-generated customer success reports for Velaris platform users. Authenticates…
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| 35776 |
thinking-toolkit
Claim
## Thinking Toolkit
*Twelve structured techniques for diagnosing and resolving…
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| 35777 |
engrams
Claim
Gives AI assistants persistent, queryable project memory for decisions, pattern…
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| 35778 |
Almured
Claim
Marketplace where AI agents ask AI agents that have live or proprietary data.
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| 35779 |
Cloudglue MCP Server
Claim
Connects AI assistants to Cloudglue for video analysis, enabling video descript…
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| 35780 |
genart-mcp
Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
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| 35781 |
forgejo-mcp
Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
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| 35782 |
AWS Security MCP Server
Claim
Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
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| 35783 |
DMCP
Claim
An MCP server that enables AI agents to act as dynamic dungeon masters for text…
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| 35784 |
trollspace-mcp
Claim
MCP server for the Trollspace API that exposes 47 type-safe tools for managing …
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| 35785 |
Facticity AI
Claim
Real-time, multi-modal fact-checking for AI systems.
Facticity AI verifies cla…
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| 35786 |
mcp-pihole
Claim
MCP server for Pi-hole v6 that enables management of blocklists, DNS blocking, …
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| 35787 |
thebuyside-x402-agent
Claim
The MCP gateway that lets any AI agent discover and pay metered APIs on Base or…
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| 35788 |
mcp-nvidia
Claim
MCP server to search across NVIDIA blogs and releases to empower LLMs to better…
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| 35789 |
gemini-image-mcp
Claim
MCP server that generates images using Gemini models via an OpenAI-compatible g…
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| 35790 |
MCP server that lets AI coding tools control and observe a running Node.js proc…
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| 35791 |
md-mcp
Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
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| 35792 |
SloplessCode
Claim
Provides operational continuity for AI coding agents, preserving task state, de…
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| 35793 |
dubstrata
Claim
Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research…
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| 35794 |
codex-mcp-agent
Claim
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
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| 35795 |
freecad-mcp
Claim
Enables to control FreeCAD from Claude Desktop through MCP, allowing CAD operat…
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| 35796 |
DevDocs MCP Server
Claim
Enables AI assistants like Claude to search and retrieve technical documentatio…
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| 35797 |
flash-cast-mcp
Claim
A deterministic video rendering engine that enables AI agents to create program…
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| 35798 |
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
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| 35799 |
ssh-client-mcp
Claim
SSH/SFTP server enabling remote command execution and secure file transfers, wi…
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| 35800 |
Blogger MCP Server
Claim
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
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