MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32701 |
lumen
Claim
Lumen — open-source agentic AI tutor. Custom multi-agent orchestrator (no LangC…
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| 32702 |
mcp-itop
Claim
MCP server for iTop ITSM that provides 19 tools for analytics, ticket managemen…
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| 32703 |
strudel-mcp
Claim
Provides Strudel reference documentation as MCP tools for AI coding assistants,…
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| 32704 |
metabase-mcp
Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 32705 |
linear-mcp
Claim
Enables AI agents to manage Linear issues, projects, teams, and more via the Mo…
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| 32706 |
sharepoint-mcp
Claim
A Model Context Protocol server that connects AI assistants to SharePoint via M…
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| 32707 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 32708 |
rendaextra-mcp
Claim
MCP server exposing 95 categories of independent work, freelance, gig and side-…
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| 32709 |
McpDeepResearch
Claim
An MCP server that enables academic research by searching Google Scholar, fetch…
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| 32710 |
Storyblok MCP Server
Claim
Provides access to the Storyblok Management API via MCP, enabling content manag…
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| 32711 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
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| 32712 |
sqlite-memory-mcp
Claim
Governed cross-agent memory for coding agents with hybrid retrieval, provenance…
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| 32713 |
Colab Drive MCP
Claim
Synchronize Colab notebook files through Google Drive without executing noteboo…
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| 32714 |
YouTube MCP Server
Claim
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
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| 32715 |
photography-ai-mcp
Claim
photography-ai-mcp MCP server by MEOK AI Labs
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| 32716 |
Agent Router
Claim
Discover and call AI agents via MCP. Supports A2A agents and platform agents wi…
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| 32717 |
MarsNMe
Claim
Agent-agnostic memory backend that preserves continuity between humans and AI o…
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| 32718 |
Entity intelligence across AI surfaces. Read the verified record and submit cor…
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| 32719 |
arc-security
Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
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| 32720 |
Meta-Trader-MCP
Claim
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
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| 32721 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 32722 |
A MCP server that provides browser automation tools, allowing users to navigate…
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| 32723 |
CronGrid
Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
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| 32724 |
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
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| 32725 |
register-mcp
Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
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| 32726 |
seedance-2-mcp
Claim
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
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| 32727 |
mcp_servers
Claim
提供A股行情数据服务,支持获取实时行情、K线数据、股票列表、搜索、市场指数和热门股票等功能。
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| 32728 |
renef-mcp
Claim
MCP server for Renef, providing dynamic instrumentation and reverse engineering…
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| 32729 |
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
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| 32730 |
Manim MCP Server
Claim
Enables Claude to create mathematical animation videos using Manim, allowing vi…
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| 32731 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
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| 32732 |
Profile Explorer
Claim
Extract structured insights from personal and organizational profile pages. Sea…
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| 32733 |
m1nd
Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
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| 32734 |
Korean Law ALIO MCP
Claim
Search, compare, and analyze Korean national laws and public institution intern…
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| 32735 |
linux-computer-use
Claim
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
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| 32736 |
Think MCP Server
Claim
Provides prompt management, resource management, and tool call capabilities (co…
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| 32737 |
MCP Filesystem Server
Claim
Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 32738 |
mcp-synaptic
Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
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| 32739 |
Enables reading, writing, and removing metadata from over 150 file formats usin…
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| 32740 |
notebooklm-mcp
Claim
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
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| 32741 |
Mineru MCP Server
Claim
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
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| 32742 |
aether-developer
Claim
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
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| 32743 |
gbif-mcp-server
Claim
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
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| 32744 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 32745 |
gmail-mcp6
Claim
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| 32746 |
Magnet MCP Server
Claim
Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
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| 32747 |
Clockodo MCP Server
Claim
A TypeScript-based MCP server that integrates with the Clockodo time tracking A…
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| 32748 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 32749 |
openusd-mcp
Claim
Enables AI assistants to read, inspect, and manipulate OpenUSD 3D scenes, inclu…
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| 32750 |
Telegram MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, allowing them to s…
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