MCP Server Quality Scores
Independent quality analysis of 69027 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63951 |
luma-events-mcp
Claim
An MCP server for the Luma Events API that enables creating, updating, and mana…
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| 63952 |
docsgrep
Claim
A high-performance MCP server for intelligent documentation search, proactive b…
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| 63953 |
Iceberg MCP Server
Claim
Enables natural language querying of Apache Iceberg lakehouse by exposing typed…
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| 63954 |
Zypin MCP
Claim
A lightweight MCP server for browser automation using Playwright with essential…
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| 63955 |
Visily MCP
Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
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| 63956 |
manus-mcp-server
Claim
A remote MCP server that wraps the Manus API to expose a generate_image tool, e…
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| 63957 |
arcgis-stanislaus
Claim
Enables searching and querying Stanislaus County GIS open geospatial datasets (…
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| 63958 |
vnstock-mcp
Claim
Unofficial MCP server providing Vietnamese stock market financial data, enablin…
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| 63959 |
sifter
Claim
Structure any document, query it like a database. Open-source extraction engine…
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| 63960 |
Make free live phone quizzes on any topic, find ready-made ones, and get a join…
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| 63961 |
topt
Claim
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| 63962 |
Axon
Claim
Axon is an MCP server that provides root-cause debugging and vulnerability dete…
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| 63963 |
OfficeMCP
Claim
Remote MCP server for Microsoft Graph with delegated OAuth support, enabling in…
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| 63964 |
tmdb-media
Claim
Provides tools for AI clients to scan, match, and scrape TMDB metadata for loca…
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| 63965 |
legis-link-mcp
Claim
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
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| 63966 |
mcp-server
Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
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| 63967 |
MCPLink-CLI
Claim
Lightweight terminal MCP protocol conversion gateway engine that automatically …
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| 63968 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 63969 |
Hello World MCP Server
Claim
A simple demonstration server for the Model Context Protocol that provides tool…
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| 63970 |
Resend Email Server
Claim
Enable automated email resending capabilities through a standardized protocol. …
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| 63971 |
arrivia-recs
Claim
Provides AI-driven, partner-aware travel recommendations with auditability, int…
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| 63972 |
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
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| 63973 |
8DX MCP Server
Claim
Exposes 8DX DEX aggregator REST endpoints as tools for AI agents, enabling toke…
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| 63974 |
Browser Automation MCP
Claim
MCP server for AI browser automation with tools for navigation, actions, data e…
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| 63975 |
patents-mcp
Claim
MCP server for patent search and prior art discovery powered by Google Patents …
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| 63976 |
A persistent document management and research assistant powered by Groq, enabli…
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| 63977 |
istat-mcp-server
Claim
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
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| 63978 |
vikunja-mcp
Claim
A workflow-level MCP server for Vikunja with a fixed task pipeline (Backlog → Q…
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| 63979 |
Switchboard Notion MCP
Claim
Provides tools to manage Notion job records via MCP, including finding customer…
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| 63980 |
Jira Extended MCP Server
Claim
Enables AI agents to manage Jira Cloud projects with full CRUD operations, bulk…
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| 63981 |
Picsha AI MCP Server
Claim
MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…
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| 63982 |
think
Claim
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| 63983 |
Codex MCP Server
Claim
A Model Context Protocol server for local repository indexing and code understa…
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| 63984 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 63985 |
heatpump-mcp-server
Claim
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
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| 63986 |
soft-ue-cli
Claim
MCP server for controlling Unreal Engine 5 from AI agents, providing 120+ comma…
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| 63987 |
youtube-context-mcp
Claim
A small MCP server that gives agents rich context about a YouTube video — its t…
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| 63988 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
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| 63989 |
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
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| 63990 |
indico-mcp
Claim
MCP server for the Indico meeting agenda system, enabling AI agents to search e…
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| 63991 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 63992 |
AI-powered email assistant that enables sending, parsing, and managing emails u…
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| 63993 |
Connects TradingView Desktop with opencode.ai to enable AI-powered chart analys…
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| 63994 |
markitdown_mcp_server
Claim
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| 63995 |
raze
Claim
Raze is an MCP server that integrates with AI assistants to analyze, validate, …
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| 63996 |
flight-fares
Claim
Cheapest observed fare, 6-month low and best departure date for a city pair.
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| 63997 |
mcp-acp
Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
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| 63998 |
MCP Safari Server
Claim
Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 63999 |
aria-mcp-trafik-dk
Claim
Provides access to real-time Danish road traffic events, roadworks, and queues …
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| 64000 |
Selenium MCP Server
Claim
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
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