MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 5 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49651 |
Duffel MCP Server
Claim
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
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| 49652 |
SkillShare MCP Server
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An MCP server that enables AI agents to interact with the SkillShare registry, …
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| 49653 |
whoop-mcp-server
Claim
MCP server for the official Whoop API v2: cycles, recovery, sleep, workouts, an…
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| 49654 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 49655 |
bikky
Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
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| 49656 |
qdrant-mcp-hybrid
Claim
Enables multi-tenant RAG with Qdrant, LM Studio embeddings and summaries, and a…
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| 49657 |
Mnela MCP Server
Claim
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
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| 49658 |
ecoclaw-mcp
Claim
Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …
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| 49659 |
APAC Compliance MCP
Claim
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
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| 49660 |
Provides comprehensive access to Binance Futures API endpoints for account mana…
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| 49661 |
workflows-mcp
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Run YAML workflows as MCP tools so agents can automate real tasks with one serv…
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| 49662 |
mcp-opendata-swiss
Claim
Enables querying Switzerland's federal open-data portal (opendata.swiss) via a …
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| 49663 |
MCP Man Pages Server
Claim
Provides AI assistants with access to Linux man pages for searching, retrieving…
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| 49664 |
ableton-mcp-loopback
Claim
A loopback-bound MCP server that enables MCP clients to control Ableton Live (s…
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| 49665 |
Controls a running KiCad 9+ instance via the official IPC API, enabling board e…
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| 49666 |
Marrow
Claim
Marrow is a persistent multi-project memory backend that provides AI agents wit…
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| 49667 |
contract-compass
Claim
Korean public procurement law: rule-engine rulings, statutes search, live court…
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| 49668 |
Gemini MCP
Claim
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and au…
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| 49669 |
deployment-mcp
Claim
Enables SSH-based deployment operations such as git pull, command execution, sc…
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| 49670 |
mcp-beaker
Claim
MCP server for Beaker lab automation, enabling system provisioning, job managem…
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| 49671 |
Mi MCP Server
Claim
A TypeScript-based MCP server that connects with MCP clients like Claude, VS Co…
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| 49672 |
conductor-figma
Claim
A design-intelligent MCP server for Figma with 201 tools and built-in design ru…
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| 49673 |
mcp-n8n
Claim
MCP server for n8n workflow automation, enabling management of workflows, execu…
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| 49674 |
algorithmaide-mcp
Claim
An MCP server for real-device Android reversing workflows, wrapping AlgorithmAi…
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| 49675 |
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
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| 49676 |
geup-ddong-seoul-mcp
Claim
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
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| 49677 |
BedVibe Mail Bridge
Claim
A local Windows desktop app and MCP server that allows AI assistants to read, s…
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| 49678 |
notes-mcp-server
Claim
An MCP server for saving project notes and design decisions to a SQLite databas…
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| 49679 |
jira-mcp
Claim
Bridges AI assistants with Jira Cloud for issue management, search, comments, w…
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| 49680 |
abc
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| 49681 |
Picsart MCP Server
Claim
Enables AI agents and terminals to generate images, video, and audio using 141 …
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| 49682 |
MCP-Server for MSSQL
Claim
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
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| 49683 |
cesm-runner-mcp
Claim
MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. …
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| 49684 |
mcp-entertainment-feeds
Claim
Provides curated entertainment and culture feeds with tools to list, read, and …
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| 49685 |
RanchHand
Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
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| 49686 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
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| 49687 |
liongard-mcp
Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
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| 49688 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 49689 |
lighter-mcp
Claim
A portable MCP server that exposes Lighter trading to any MCP-capable agent wit…
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| 49690 |
HuGR Tools
Claim
A monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools acr…
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| 49691 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 49692 |
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
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| 49693 |
OpenCode Browser MCP
Claim
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
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| 49694 |
DNS analytics and optimization. Debug DNS issues and optimize performance based…
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| 49695 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 49696 |
agrasandhany
Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
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| 49697 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 49698 |
repiscope
Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
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| 49699 |
test
Claim
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| 49700 |
easy-equities-mcp
Claim
An MCP server that enables querying Easy Equities and Satrix investment account…
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