MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33851 |
Dynamis
Claim
MCP server for the DYNAMIS doctrine system, providing access to expert knowledg…
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| 33852 |
Human-in-the-loop user research: ask real people what the web can't answer, get…
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| 33853 |
Perplexity MCP
Claim
Enables AI-powered web research using your existing Perplexity Pro subscription…
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| 33854 |
PDF Redaction MCP
Claim
MCP server for detecting and redacting PII (Personally Identifiable Information…
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| 33855 |
notion
Claim
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| 33856 |
tingyun-mcp
Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
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| 33857 |
FL Studio 2025 AI Bridge
Claim
Enables AI assistants to read and control FL Studio 2025 projects via file-base…
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| 33858 |
ebs-initializer-mcp
Claim
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
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| 33859 |
Provides AI agents with access to a structured compliance dataset covering priv…
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| 33860 |
Dev AI Ecosystem MCP
Claim
Provides AI agents with 6 tools for searching Hugging Face models, GitHub trend…
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| 33861 |
Korea Stats MCP
Claim
Enables natural language querying of Korean statistical data from KOSIS, includ…
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| 33862 |
claude-architect
Claim
Study materials, code examples, and practice scenarios for Anthropic's Claude C…
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| 33863 |
Integrates multiple earthquake data sources (IRIS, USGS, GNSS) for comprehensiv…
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| 33864 |
knowledge
Claim
Evidence-graded, task-level record of how AI and automation change 70 occupatio…
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| 33865 |
Provides access to earthquake data from the Thai Meteorological Department (TMD…
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| 33866 |
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
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| 33867 |
Uniswap MCP Server
Claim
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
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| 33868 |
mcp-control
Claim
MCP server that gives Claude Code full mouse, keyboard, and app control on macO…
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| 33869 |
Logly MCP server
Claim
Query your Logly web analytics — traffic, breakdowns, funnels, real-time visito…
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| 33870 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
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| 33871 |
Mailrith Email Marketing
Claim
Manage Subscribers, Broadcasts, Sequences, Automations, and reporting in Mailri…
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| 33872 |
An MCP server for Google Workspaces.
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| 33873 |
GadgetHumans API Hub
Claim
Hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys, n…
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| 33874 |
Web Tools MCP
Claim
Multi-engine web search and content extraction MCP server with 10 sources, 4-wa…
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| 33875 |
A Model Context Protocol server that uses Git as a backend for a collaborative …
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| 33876 |
outlook-classic-mcp
Claim
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
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| 33877 |
Namu Watcher
Claim
Enables monitoring of Namu Wiki real-time search trends, including top keywords…
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| 33878 |
draw.io
Claim
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+…
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| 33879 |
flow-like
Claim
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, sp…
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| 33880 |
Enables secure management of CTERA Portal file systems and administration throu…
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| 33881 |
Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP paym…
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| 33882 |
openart-mcp
Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
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| 33883 |
clova-speech-lecture-mcp
Claim
Enables speech-to-text transcription and summarization of lecture audio using N…
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| 33884 |
shop
Claim
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| 33885 |
mcp-gmail
Claim
Full Gmail operations via Unipile API: send, reply, list, read, delete, search,…
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| 33886 |
Skillsmith
Claim
An agent skill discovery, recommendation, and management system for MCP-compati…
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| 33887 |
clickup-custom-mcp
Claim
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
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| 33888 |
AIShield
Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
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| 33889 |
claude-colab
Claim
Enables Claude Code to execute shell commands, Python code, and file transfers …
|
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| 33890 |
masv
Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
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| 33891 |
WebPeel
Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
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| 33892 |
Changeflow MCP Server
Claim
Monitor any website and get AI-enriched change intelligence via MCP. Manage sou…
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| 33893 |
dcc-mcp-fpt
Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
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| 33894 |
AlertLogic MCP Server
Claim
Brings the full AlertLogic MDR platform into AI assistants, exposing 473+ tools…
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| 33895 |
easy-pg-admin-mcp
Claim
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
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| 33896 |
MCP Memory Service
Claim
Provides intelligent, persistent memory for AI assistants with semantic search,…
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| 33897 |
Canvas Poke MCP
Claim
Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
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| 33898 |
Dida Hotel MCP
Claim
Enables AI agents to search and book hotels globally with real-time pricing and…
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| 33899 |
2DPIXELMCP
Claim
An MCP server that bridges Antigravity AI with LibreSprite, enabling real-time …
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| 33900 |
devcdp
Claim
Provides AI assistants with full browser DevTools access for debugging, includi…
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