MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36801 |
Enables LLMs to create, onboard, and diagnose Cisco SD-WAN branch edges using M…
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| 36802 |
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
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| 36803 |
Immich MCP Server
Claim
Enables MCP-compatible clients to interact with an Immich photo management inst…
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| 36804 |
AdrMcp
Claim
MCP server for Architectural Decision Records: navigate, author, validate, link…
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| 36805 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 36806 |
mcp-server
Claim
Passport visa, entry & transit requirements for any country pair, with official…
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| 36807 |
Axis
Claim
Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on o…
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| 36808 |
Generate optimized work shift schedules from staffing demand, availability and …
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| 36809 |
Draw Things MCP Server
Claim
Enables free local image generation from Claude Desktop/Claude Code using the D…
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| 36810 |
codex-cli-mcp
Claim
Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
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| 36811 |
Evaluates employment status exemption for corporate directors, family workers, …
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| 36812 |
imagebank-mcp
Claim
MCP server that allows AI coding agents to search, download, and convert stock …
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| 36813 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 36814 |
microCMS MCP Server
Claim
Enables to access and manage content on microCMS through MCP, supporting listin…
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| 36815 |
CHIM MCP Server
Claim
Exposes CHIM change-management workflows (changes, outages, retros, and change …
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| 36816 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 36817 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
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| 36818 |
Mimir
Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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| 36819 |
Flix MCP Server
Claim
AI model call interface for Flix LAN file transfer app, enabling device discove…
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| 36820 |
spider-cloud-mcp
Claim
MCP server for the Spider web crawling and scraping API, enabling AI agents to …
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| 36821 |
openrouter-imgen-mcp
Claim
Gives AI assistants image generation and editing capabilities through OpenRoute…
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| 36822 |
Unity MCP Claude Code
Claim
Enables Claude to control Unity Hub and Editor headlessly, allowing automated g…
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| 36823 |
swag-mcp
Claim
MCP server for managing SWAG reverse-proxy configurations, including config gen…
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| 36824 |
usda-mcp-server
Claim
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
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| 36825 |
nutanix-mcp
Claim
MCP server for Nutanix Prism Central v4 REST API, enabling AI agents to list an…
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| 36826 |
datasource-mcp
Claim
MySQL datasource MCP server for AI clients like Cursor and Claude Desktop, enab…
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| 36827 |
Moltbook MCP Server
Claim
A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
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| 36828 |
Better Prompts MCP
Claim
Automatically extracts actionable methodologies from articles and URLs, stores …
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| 36829 |
Planet MCP
Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
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| 36830 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
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| 36831 |
syntitan-mcp
Claim
AI-Ready Data Platform that fills the missing layer between data management and…
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| 36832 |
A local MCP server providing read-only access to documents like Word, PDF, Exce…
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| 36833 |
Haunt API
Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
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| 36834 |
mcp-chainladder
Claim
Enables to perform actuarial chain-ladder reserving calculations, including IBN…
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| 36835 |
MCP OAuth Sample
Claim
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
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| 36836 |
mcp-gauge
Claim
US government data (USGS/NOAA/SEC/FDA) with cryptographic proof; x402 pay-per-c…
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| 36837 |
fivetran-mcp
Claim
A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
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| 36838 |
diamond
Claim
Enables AI assistants to search and read offline documentation from synced libr…
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| 36839 |
x-mcp-server
Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
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| 36840 |
Infoway MCP Server
Claim
Gives AI assistants access to real-time financial data including stock prices, …
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| 36841 |
covidence-mcp
Claim
Enables Claude to screen studies in Covidence by reading the live page and cast…
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| 36842 |
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
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| 36843 |
Oscar
Claim
Enables users to ask questions about Neo4j, Cypher, GraphRAG, and ontology engi…
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| 36844 |
Book Library MCP Server
Claim
Enables Claude or any LLM to manage a book library via MCP tools, allowing list…
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| 36845 |
Demo personal-finance MCP App: spending, subscriptions, and net worth as intera…
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| 36846 |
codemesh
Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
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| 36847 |
toio-mcp
Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
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| 36848 |
hephaestus-docker-power
Claim
Provides MCP tools for setting up and managing Hephaestus development environme…
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| 36849 |
Fuul MCP Server
Claim
Manages affiliate programs, analytics, incentives, and payouts through MCP-comp…
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| 36850 |
tr-eli-mcp
Claim
An MCP server for accessing Turkish legislation (laws, regulations, decrees) vi…
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