MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62051 |
Enables MCP-compatible AI clients to access live crypto market data and AI-driv…
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| 62052 |
Browser Bridge MCP
Claim
MCP server that gives AI coding assistants direct access to the browser — navig…
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| 62053 |
Poco MCP Service
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Independent MCP service module for Poco, providing analytics and management too…
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| 62054 |
arcframe-mcp
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Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
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| 62055 |
mcp-agent-relay
Claim
A durable MCP-native job relay that enables agents to dispatch work to each oth…
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| 62056 |
marketifyall-mcp
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A thin bridge that connects any stdio-based MCP client to the MarketifyALL work…
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| 62057 |
Provides tools to search and retrieve detailed information about airports and s…
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| 62058 |
realfavicon-mcp
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MCP server for RealFaviconGenerator to generate favicon sets, audit live sites …
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| 62059 |
uploadthing-mcp
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MCP server for UploadThing that lets AI assistants upload, list, and delete fil…
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| 62060 |
ibanchecker-mcp
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IBAN validation, extraction, format specs, and BIC/SWIFT lookup tools for AI as…
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| 62061 |
Alloy MCP Server
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Enables Claude to write, compile, and execute formal verification models in All…
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| 62062 |
motion-previs-mcp
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Enables AI agents to import video footage, trim ranges, run motion analysis (ca…
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| 62063 |
TidalCycles MCP Server
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Enables conversational live coding with Claude AI and TidalCycles, allowing use…
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| 62064 |
wmis
Claim
Wealth Management Intelligence System MCP server providing authenticated tools …
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| 62065 |
mcp-gtags-server
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Provides fast, indexed code navigation (definitions, references, callers, etc.)…
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| 62066 |
Query 237 features from Shopify's Spring '26 Edition with per-claim trust ratin…
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| 62067 |
hk-misc-mcp-server
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Provides access to Hong Kong government auction data for confiscated, used/surp…
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| 62068 |
CodeMind
Claim
Enables GitHub Copilot to understand and navigate your codebase with 20 tools f…
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| 62069 |
pdfplumber MCP Server
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Extract tables, text, and metadata from PDFs using pdfplumber, enabling structu…
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| 62070 |
A-Modular-Kingdom
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Production-ready MCP server providing RAG, hierarchical memory, and 8+ tools fo…
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| 62071 |
axiom-memory
Claim
Persistent memory infrastructure for AI agents, enabling cross-session recall a…
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| 62072 |
Sentio MCP Server
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This MCP server integrates with Sentio's API services to provide web, data, pri…
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| 62073 |
n8n-mcp
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| 62074 |
Zoom Search
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MCP search and evidence tool for AI agents. Rewrites queries, zooms into source…
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| 62075 |
pm-claude-skills-mcp
Claim
In Anthropic's official Claude plugin directory · 400 professional Agent Skills…
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| 62076 |
dejavu
Claim
AI agent skills marketplace — token-efficient skill search & execution
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| 62077 |
China Travel MCP
Claim
Provides AI assistants with comprehensive China inbound travel capabilities, in…
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| 62078 |
Enables interaction with Wildberries Finances API to retrieve financial reports…
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| 62079 |
veda-mcp-app
Claim
MCP server for a VEDA STAC catalog, providing a tool to call and interactive Re…
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| 62080 |
CoreRag
Claim
Enables Claude Desktop to perform local-first semantic search, ingest documents…
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| 62081 |
LinkedIn MCP Server
Claim
A ToS-compliant Model Context Protocol server for LinkedIn that uses the offici…
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| 62082 |
Cherry Studio Task Board
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Provides Kanban, Gantt, list views, multi-project management, and archiving for…
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| 62083 |
MinIO MCP Server
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A Model Context Protocol (MCP) server that provides a bridge between MCP-compat…
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| 62084 |
swarm-mcp
Claim
Orchestrate parallel Claude agent workloads via Docker containers with combinat…
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| 62085 |
mcp-apps-interactive-ui
Claim
A runnable example of building interactive in-chat UI with MCP Apps, demonstrat…
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| 62086 |
ffmpeg-mcp
Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
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| 62087 |
Testing Bank MCP
Claim
An MCP router that connects to multiple PagerDuty sandbox environments for test…
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| 62088 |
Rhino MCP
Claim
Enables AI-powered 3D modeling in Rhino 8 through 135+ tools for geometry, tran…
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| 62089 |
mcp-safe-fetch
Claim
A content fetcher that sanitizes, size-caps, and caches fetched content, protec…
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| 62090 |
project-brain-mcp
Claim
Engineering memory for Claude Code — prevents re-investigating solved problems …
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| 62091 |
dub-mcp
Claim
A Model Context Protocol server for Dub that enables creating, updating, deleti…
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| 62092 |
Orbixio Studio
Claim
MCP server for generating and managing YouTube video scripts with human-in-the-…
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| 62093 |
Connects Claude Desktop to Windows Calculator, enabling accurate mathematical c…
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| 62094 |
solid-mcp
Claim
MCP server for the Solid protocol enabling AI models to read, write, search, an…
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| 62095 |
Ring MCP Server
Claim
Enables control of Ring home security devices, including doorbells, cameras, li…
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| 62096 |
Enables AI assistants to audit, migrate, scaffold, and manage TON smart contrac…
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| 62097 |
Flagsmith
Claim
MCP server for Flagsmith's Core and SDK APIs, enabling management of feature fl…
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| 62098 |
entroute
Claim
Enables web search for AI agents with pay-per-search in USDC, no API keys neede…
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| 62099 |
mcp-x
Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
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| 62100 |
Habit Tracker MCP Server
Claim
Enables users to analyze their habits over a specified period and receive weekl…
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