MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52751 |
Virtualize
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Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
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| 52752 |
pptx-minio-mcp
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Enables PowerPoint presentation generation and uploading to MinIO storage, retu…
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| 52753 |
GitLab MCP Server
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Integrates GitLab with GenAI applications via the Model Context Protocol, enabl…
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| 52754 |
SIFTAgent
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An MCP server that transforms Claude Code into an autonomous DFIR analyst by pr…
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| 52755 |
wartegonline-mcp-ts
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| 52756 |
memora-mcp
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Provides persistent, semantic, cross-session memory for coding agents, backed b…
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| 52757 |
my-first-mcp
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A local MCP server that connects Claude Desktop to execute custom local code, s…
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| 52758 |
pocketcasts-mcp
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Enables AI assistants to search, browse, and manage your Pocket Casts podcast l…
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| 52759 |
codex-mcp
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A MCP server that enables Claude Code to delegate coding tasks to Codex via the…
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| 52760 |
atomno-mcp-zakupki
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MCP server for Russian government procurement data that enables AI assistants t…
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| 52761 |
MCP Server Chart
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Enables generation of 25+ types of charts and data visualizations using AntV, i…
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| 52762 |
lasso
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Run your OneLasso partnership program from your AI assistant: leads, partners, …
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| 52763 |
ERPNext MCP Server
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Enables users to manage CRM leads, opportunities, projects, tasks, and sales re…
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| 52764 |
codelore-mcp
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Turn any code repository into a searchable Obsidian vault — then let Claude Cod…
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| 52765 |
TypeWhisper MCP
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Connects to the TypeWhisper macOS app to let coding agents transcribe local fil…
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| 52766 |
B4n1Web
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Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-pla…
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| 52767 |
MinIO MCP Server
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A Model Context Protocol (MCP) server that provides a bridge between MCP-compat…
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| 52768 |
jp-pint-mcp
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jp-pint-mcp
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| 52769 |
visual-understand-mcp
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Provides image understanding capabilities to coding models without vision suppo…
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| 52770 |
Provides 240 tools for managing Google Workspace services including Gmail, Driv…
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| 52771 |
brave-search
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| 52772 |
mcp_inventory
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An MCP server for managing product inventory with SQLite, enabling CRUD operati…
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| 52773 |
aloha
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| 52774 |
Fetches GitHub PR comments and intelligently applies fixes directly in workspac…
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| 52775 |
AI Travel Planner MCP
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An AI-powered travel planning assistant that fetches live weather, generates pa…
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| 52776 |
Enables AI assistants to interact with Jira and Confluence via natural language…
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| 52777 |
PR Reviews MCP Server
Claim
An MCP server that enables checking GitHub and Codeberg PR reviews, change requ…
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| 52778 |
Awesome MCP Learning
Claim
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
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| 52779 |
semantic-search-mcp
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Enables AI coding agents to perform semantic code search locally, finding code …
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| 52780 |
machship-mcp
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Integrates the Machship freight management platform with MCP-compatible LLMs, e…
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| 52781 |
codaveri-mcp-server
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MCP server for executing code in various languages via the Codaveri API.
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| 52782 |
Afro.tools MCP Server
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Provides AI agents with structured, verified specs for African APIs like Wave a…
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| 52783 |
T1/T2 Protocol
Claim
Caller-side T1/T2 heterogeneous validation MCP server. Stdlib-only Python.
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| 52784 |
SAIHM MCP Server
Claim
Provides non-custodial, post-quantum encrypted memory for AI agents, enabling p…
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| 52785 |
tutorial
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| 52786 |
Google Ads MCP Server
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Enables LLMs to interact with the Google Ads API through the Model Context Prot…
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| 52787 |
TractorBeeam365 MCP
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MCP server for Veeam Backup for Microsoft 365: read-only review + gated, audite…
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| 52788 |
Storyblok MCP
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Enables to manage Storyblok components through natural language descriptions, i…
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| 52789 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 52790 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 52791 |
This server acts as a bridge between your Notion workspace and your development…
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| 52792 |
xpoz
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| 52793 |
NTUT iSchoolPlus MCP
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MCP server for NTUT iSchool+ that enables AI to query course schedules, syllabi…
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| 52794 |
mcp-notes-tools
Claim
Enables searching, reading, and appending change notes in an Obsidian vault thr…
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| 52795 |
yt-feed-mcp
Claim
Enables AI assistants to list YouTube subscriptions and unsubscribe from all or…
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| 52796 |
UnifiyMe
Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
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| 52797 |
text2animate
Claim
Turns plain-language descriptions into animated SVGs with a live preview and co…
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| 52798 |
Jokes MCP Server
Claim
Provide a humor-focused agent that delivers concise, engaging jokes upon user r…
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| 52799 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 52800 |
mcp-server
Claim
AI-powered email & WhatsApp for teams — manage your shared inbox from Claude, C…
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