MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45501 |
weblens-mcp
Claim
Enables AI agents to fetch and render web pages (including JavaScript-heavy SPA…
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| 45502 |
perplexity
Claim
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| 45503 |
Bluesky MCP Server
Claim
MCP server for Bluesky/AT Protocol enabling LLM clients and agents to authentic…
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| 45504 |
Engram-Mem
Claim
Enables persistent memory for AI agents, combining episodic and semantic memory…
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| 45505 |
vsfclubnew5
Claim
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| 45506 |
Rechtssysteem.ai
Claim
Lekkage-vrije voorspelling van Nederlandse rechtszaken, getraind op 609.715 uit…
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| 45507 |
mcp-smithsonian
Claim
Enables searching and retrieving detailed information about items from the Smit…
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| 45508 |
S3 Tools MCP Server
Claim
Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
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| 45509 |
Merge gates and safety checks for AI coding agents via MCP.
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| 45510 |
semanticscholar-mcp
Claim
MCP server that provides Semantic Scholar academic search capabilities, includi…
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| 45511 |
shaughv-health-mcp
Claim
A remote MCP server that allows trusted LLM assistants to read Google Health/Fi…
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| 45512 |
Skool MCP Server
Claim
MCP server for interacting with Skool.com communities, enabling community manag…
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| 45513 |
Linux MCP Server
Claim
Enables remote execution of Linux commands via SSH, supporting system monitorin…
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| 45514 |
cashflow
Claim
Personal finance ledger for AI agents — query spending, track bills, forecast c…
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| 45515 |
netcoredbg-mcp
Claim
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
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| 45516 |
trend-pulse
Claim
MCP server for trend-pulse, an agentic trend intelligence platform that fetches…
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| 45517 |
ai-usage-metrics-mcp
Claim
A MCP server for tracking AI usage metrics and structured logs across applicati…
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| 45518 |
MCP Healthcare System
Claim
A production-grade MCP server that enables AI assistants to securely manage hea…
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| 45519 |
Asynthetic
Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
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| 45520 |
IWE
Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
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| 45521 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 45522 |
mcp-scholaris
Claim
Searches and retrieves academic papers from open access sources like arXiv, Sem…
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| 45523 |
state-trace
Claim
Graph-native working memory for coding agents, providing typed memories, causal…
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| 45524 |
lazarus-mcp
Claim
Enables automatic diagnosis, safe repair, and evidence generation for broken No…
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| 45525 |
UniFi Network MCP Server
Claim
Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from…
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| 45526 |
aws-security-mcp
Claim
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
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| 45527 |
unity
Claim
Enables AI assistants to control the Unity Editor via MCP, allowing scene manip…
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| 45528 |
video-toolkit-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
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| 45529 |
Tableau MCP
Claim
Enables AI applications to interact with Tableau for querying data, exploring c…
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| 45530 |
Pacioli
Claim
MCP server that connects Claude Code to the Holded API for natural language fin…
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| 45531 |
leave-manager-mcp
Claim
Enables AI assistants to manage employee leave by checking balances, applying f…
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| 45532 |
AgentCost
Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
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| 45533 |
GitHub MCP Server
Claim
MCP server for accessing GitHub documentation via API, allowing users to fetch …
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| 45534 |
German Law MCP Server
Claim
Enables querying 6,870 German federal statutes, case law, and legislative prepa…
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| 45535 |
emoncms-mcp-server
Claim
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
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| 45536 |
@konsulto/mcp
Claim
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
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| 45537 |
anti-search
Claim
MCP server for web search and URL reading via CLIProxyAPI Antigravity backend, …
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| 45538 |
security-mcp
Claim
Fetches GitHub Code Scanning alerts and applies minimal local patches to fix vu…
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| 45539 |
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
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| 45540 |
omnifocus-mcp-bridge
Claim
An authenticated Streamable HTTP bridge that wraps the local OmniFocus MCP serv…
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| 45541 |
Microsoft 365 MCP
Claim
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
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| 45542 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 45543 |
M365 Copilot Web Bridge
Claim
Exposes a user-authenticated Microsoft 365 Copilot Chat browser session as a st…
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| 45544 |
godot-ui-feedback-mcp
Claim
Captures real Godot UI screenshots and node metadata to enable a browser-annota…
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| 45545 |
mcp-skatteetaten
Claim
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
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| 45546 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 45547 |
groww
Claim
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| 45548 |
Mediabox MCP
Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
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| 45549 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 45550 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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