MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64701 |
Linux MCP Server
Claim
Enables remote execution of Linux commands via SSH, supporting system monitorin…
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| 64702 |
state-trace
Claim
Graph-native working memory for coding agents, providing typed memories, causal…
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| 64703 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 64704 |
AgentCost
Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
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| 64705 |
leave-manager-mcp
Claim
Enables AI assistants to manage employee leave by checking balances, applying f…
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| 64706 |
Tableau MCP
Claim
Enables AI applications to interact with Tableau for querying data, exploring c…
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| 64707 |
MGC_MCP
Claim
Enables querying Mega MGC Coffee store locations, menu items, and real-time sto…
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| 64708 |
Microsoft 365 MCP
Claim
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
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| 64709 |
omnifocus-mcp-bridge
Claim
An authenticated Streamable HTTP bridge that wraps the local OmniFocus MCP serv…
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| 64710 |
datanika-mcp
Claim
Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage …
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| 64711 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 64712 |
KotorMCP
Claim
MCP server for interacting with Knights of the Old Republic game installations,…
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| 64713 |
devpilot
Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
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| 64714 |
Figma MCP Server
Claim
A server that converts Figma designs into pseudo-code structures optimized for …
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| 64715 |
reelgrep-mcp
Claim
MCP server for reelgrep - browse and search your local video library from any M…
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| 64716 |
anchor-compliance
Claim
Australian advertising & marketing compliance for AI assistants. Scan websites,…
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| 64717 |
nestjs-mcp-server
Claim
A production-ready NestJS backend template with built-in MCP server enabling AI…
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| 64718 |
Helix MCP Server
Claim
A local-first MCP server providing secure workspace file operations, offline fu…
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| 64719 |
web2md
Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
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| 64720 |
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
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| 64721 |
substack-mcp
Claim
Enables searching, filtering, and exporting Substack blog posts via MCP tools, …
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| 64722 |
CyberMem
Claim
Enables AI tools like Claude and Cursor to share persistent memory across sessi…
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| 64723 |
TS-MCP-Server
Claim
A TypeScript template for building MCP servers, enabling developers to create c…
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| 64724 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 64725 |
orion
Claim
Build and operate declarative REST/Kafka services on Orion: 46 tools over the f…
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| 64726 |
LangGraph MCP Server
Claim
A clean, modular Model Context Protocol server implementation for LangGraph doc…
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| 64727 |
code-me-brand
Claim
Injects the Code-Me brand identity, tone, and visual guidelines into LLMs with …
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| 64728 |
WindowsPC-MCP
Claim
Gives AI agents their own virtual display on Windows, enabling isolated clickin…
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| 64729 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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| 64730 |
catastro_mcp_server
Claim
A Python MCP server that queries Spanish Cadastre services for non-protected ca…
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| 64731 |
DevTo-MCP
Claim
A production-ready MCP server for the DEV Community (Forem) API, enabling manag…
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| 64732 |
Alpha Vantage MCP Server
Claim
A comprehensive MCP server that provides access to Alpha Vantage's financial da…
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| 64733 |
TAP Insights MCP
Claim
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
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| 64734 |
ChatCrystal
Claim
Local-first AI PKM memory for coding conversations.
|
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| 64735 |
umo-memory
Claim
Persistent memory for AI coding agents that stores and recalls preferences, dec…
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| 64736 |
infinitetalk-mcp
Claim
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
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| 64737 |
skillselion-mcp
Claim
Search the Skillselion catalog of community-vetted Claude Code skills, MCP serv…
|
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| 64738 |
GitHub MCP Server
Claim
Enables querying GitHub repositories for pull requests, commits, and comparison…
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| 64739 |
Gmail MCP Server
Claim
A local MCP server that provides tool-level access to Gmail, allowing Claude to…
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| 64740 |
Hindsight-MemPalace
Claim
Self-hosted long-term memory for AI agents: MCP server with hierarchical recall…
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| 64741 |
spendict
Claim
A performance marketer's run/fix/kill verdict for AI agents — ad creative, camp…
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| 64742 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
|
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| 64743 |
mcp-server-ngzorro
Claim
Enables querying NG-ZORRO (Ant Design for Angular) documentation and examples v…
|
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| 64744 |
MCP server for text stats ai. Features word count, reading time, keyword densit…
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| 64745 |
VisionCraft MCP Server
Claim
Delivers up-to-date computer vision and GenAI knowledge to AI assistants via a …
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| 64746 |
GitLab API MCP Server
Claim
Enables AI assistants to interact with the GitLab API, providing over 1000 tool…
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| 64747 |
scratchpad-tool
Claim
A Model Context Protocol server that provides a scratchpad tool for LLMs to org…
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| 64748 |
juno-mcp
Claim
Enables LLMs to interact with MGMU Juno ERP, providing tools to fetch student p…
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| 64749 |
Revit MCP Server
Claim
Enables AI clients to interact with Autodesk Revit for building design, editing…
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| 64750 |
Expense Tracker MCP
Claim
Tracks and manages personal expenses with tools to add, view, filter by categor…
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