MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48901 |
SIBS Payment MCP
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Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
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| 48902 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 48903 |
resend
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Provides access to the Resend API, enabling AI assistants to list and retrieve …
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| 48904 |
lms-mcp
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MCP server that provides LLM tools to interact with Lyrion Music Server (LMS), …
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| 48905 |
Quick Design
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An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in…
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| 48906 |
A sophisticated task orchestration system with role-based workflow management a…
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| 48907 |
A Model Context Protocol server that provides comprehensive GitHub integration …
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| 48908 |
Profitpather
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First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
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| 48909 |
news-mcp-server
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A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
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| 48910 |
SAE4U Memory
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Provides persistent memory for Claude with hierarchical categorization, cross-c…
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| 48911 |
Reverse-engineers design videos and images into structured frontend implementat…
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| 48912 |
butterbase
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AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, fil…
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| 48913 |
mcp-obsidian-local
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Local MCP server to access Obsidian vault via the obsidian-local-rest-api, with…
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| 48914 |
InDesign MCP Server
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Enables AI assistants to control Adobe InDesign for automated publishing workfl…
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| 48915 |
pixalate_open_mcp
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Enables AI assistants to query Pixalate's analytics, fraud detection, and enric…
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| 48916 |
Nature Remo MCP Server
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Enables you to manage and automate interactions with Nature Remo devices, inclu…
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| 48917 |
todo-tree MCP Server
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Exposes your todo-tree task list as MCP tools for reading and managing tasks vi…
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| 48918 |
MoA MCP Server
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Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
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| 48919 |
chat
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| 48920 |
mcp-hevo-service
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Read-only MCP server for Hevo Data API, enabling monitoring of pipelines, objec…
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| 48921 |
windows-rs-mcp
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Enables searching and retrieving documentation for the Rust windows crate API t…
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| 48922 |
Skillsmith
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An agent skill discovery, recommendation, and management system for MCP-compati…
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| 48923 |
merchant-mcp
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A universal MCP server that provides a single merchant interface for AI agents …
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| 48924 |
n8n-mcp
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Enables AI models to manage workflows, credentials, nodes, templates, and monit…
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| 48925 |
KlinikMCP
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A drug and clinical information MCP server for Turkish healthcare professionals…
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| 48926 |
browser-mcp
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An MCP server that enables AI coding tools to control a browser for automated a…
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| 48927 |
MCP Web Search
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Provides 19 tools for web search, content fetching, and extraction, including D…
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| 48928 |
Dotloop MCP
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Read-only MCP server for Dotloop that exposes safe read tools for accounts, pro…
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| 48929 |
jiskta-mcp
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Provides AI assistants with direct access to historical air quality, ERA5 meteo…
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| 48930 |
openfinclaw
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Enables quant research, strategy development, backtesting, and paper trading th…
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| 48931 |
re-ios
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MCP server for iOS reverse engineering, enabling static analysis of IPA/Mach-O …
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| 48932 |
Browserose MCP
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MCP server for AI agents to control Google Chrome via Playwright with full ifra…
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| 48933 |
vikunja-mcp
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Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 48934 |
binance-mcp-server
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Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
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| 48935 |
AI Pentest MCP Server
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An MCP server that turns Kali Linux into an AI-driven penetration testing power…
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| 48936 |
NPS MCP Server
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Provides access to the National Park Service API, enabling natural language que…
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| 48937 |
YouTube MCP Server
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Streamable HTTP MCP server for YouTube that enables video search, channel explo…
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| 48938 |
Tracks a user's activity by trace ID from application logs stored in ClickHouse…
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| 48939 |
open-meteo-mcp-server
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Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
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| 48940 |
Sleeper MCP Server
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Enables natural language interaction with Sleeper Fantasy Football API data, al…
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| 48941 |
qq-mcp-server
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A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
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| 48942 |
sflight-mcp
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Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 48943 |
Nusawave MCP Server
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Provides tools to read local git repositories and fetch public web pages withou…
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| 48944 |
musicbrainz-mcp-server
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Search artists, releases, recordings, works, and labels; traverse relationships…
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| 48945 |
Header Doctor
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A template for MCP servers that enforces a paywall gate, offering free local ex…
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| 48946 |
SUMO-MCP-Server
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Enables AI agents to interact with Eclipse SUMO traffic simulations, automating…
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| 48947 |
fallmortgagepaper-mcp
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MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
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| 48948 |
Paperless MCP
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Enables searching, tagging, uploading, and reading documents in Paperless-NGX, …
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| 48949 |
Exposes six Neo4j graph tools for tracing data lineage, checking compliance bou…
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| 48950 |
TimeLog MCP
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A localhost server that enables Claude to administer a firm's TimeLog account v…
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