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 | ||||||||||
| 35701 |
cardzero-mcp
Claim
Gives AI agents a smart-contract wallet on Base (USDC) with 10 stdio tools: cre…
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| 35702 |
shokunin
Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
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| 35703 |
Octolens
Claim
Stop context-switching between work and social platforms. Monitor brand mention…
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| 35704 |
FastAPI MCP Server
Claim
A production-ready Model Context Protocol server built with FastAPI, featuring …
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| 35705 |
open-computer-use
Claim
MCP server that gives any LLM its own computer — managed Docker workspaces with…
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| 35706 |
overmind
Claim
玄霖超脑 · 无量网络 v4 重构版— 66 模块6通道 AI 认知神经系统 · 装一次,你所有的 AI 工具从此共享一个永远不失忆的大脑。跨会话记忆 · 多…
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| 35707 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 35708 |
Mira
Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
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| 35709 |
Twenty MCP
Claim
A remote MCP server that connects Claude to a Twenty CRM workspace, enabling us…
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| 35710 |
obsidian-codex-mcp
Claim
Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP …
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| 35711 |
tweetclaw
Claim
OpenClaw plugin to search tweets, search replies, post tweets, export followers…
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| 35712 |
An MCP server implementation that enables searching and retrieving research art…
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| 35713 |
MCP server for Anymail Finder API - find and verify email addresses via AI assi…
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| 35714 |
claude-soul
Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
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| 35715 |
Consignado MCP Local
Claim
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
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| 35716 |
LeadClaw
Claim
MCP server that enables AI agents to discover and qualify B2B leads from Leadba…
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| 35717 |
panelica-mcp
Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
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| 35718 |
aidentity
Claim
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| 35719 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
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| 35720 |
AssetOpsBench
Claim
AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, o…
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| 35721 |
compliance-mcp
Claim
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
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| 35722 |
poppy
Claim
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| 35723 |
codegraphcontext-mcp
Claim
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, r…
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| 35724 |
mcp-sessions
Claim
Search and browse Claude Code conversation history across all your projects.
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| 35725 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 35726 |
octocode
Claim
MCP server for semantic code research and context generation on real-time using…
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| 35727 |
code-graph-mcp
Claim
A high-performance code knowledge graph server implementing MCP, indexing codeb…
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| 35728 |
jasperreports-mcp-server
Claim
Enables AI assistants to interact with JasperReports Server for report executio…
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| 35729 |
misp-mcp-server
Claim
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
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| 35730 |
AlphaFold3 MCP Server
Claim
Enables AI-powered protein structure prediction and variant analysis via Docker…
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| 35731 |
capcut-ai-editor
Claim
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
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| 35732 |
sats-for-ai
Claim
Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image, tex…
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| 35733 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
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| 35734 |
Phrase MCP Server
Claim
Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use to…
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| 35735 |
legal-ge
Claim
Find verified legal specialists in Georgia from natural-language queries. Trili…
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| 35736 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 35737 |
Apstra MCP Server
Claim
Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 35738 |
AdobePremiereProMCP
Claim
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
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| 35739 |
accessibility-ai-mcp
Claim
accessibility-ai-mcp MCP server by MEOK AI Labs
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| 35740 |
HyperStore
Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
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| 35741 |
Perigon.CLI
Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
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| 35742 |
Repliers MCP Server
Claim
Provides tools to access the Repliers API for real estate listings, property se…
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| 35743 |
Willys MCP Server
Claim
An MCP server for Sweden's largest grocery chain Willys. Enables controlling yo…
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| 35744 |
Vetroscope MCP
Claim
A read-only Model Context Protocol server for Vetroscope that provides LLMs wit…
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| 35745 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 35746 |
LanceDB MCP Server
Claim
A basic serverless MCP server using LanceDB to store and retrieve documents via…
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| 35747 |
A serverless AI-powered system built with Cloudflare Workers that handles multi…
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| 35748 |
vibe-mcp-03
Claim
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| 35749 |
@formegifts/mcp
Claim
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 35750 |
mcp-stdio-guard
Claim
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
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