MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50651 |
Audio File MCP App
Claim
Inspect local audio files — playback, metadata, loudness, spectrogram.
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| 50652 |
MagentaA11y MCP Server
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Provides accessibility acceptance criteria for 51 web and 42 native components …
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| 50653 |
easy-jupyter-editor-mcp
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Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…
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| 50654 |
Perseus for Slack
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Brings live project context into Slack via MCP, enabling developer teams to che…
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| 50655 |
GitHub MCP Server
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An MCP server that enables AI agents to directly manage GitHub repositories, in…
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| 50656 |
API to MCP
Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
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| 50657 |
mcp-server-ascom
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Control telescopes, cameras, and focusers with AI through natural language, usi…
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| 50658 |
Agentic Vault
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MCP server that lets AI agents call APIs without ever seeing the credentials, u…
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| 50659 |
Enables interaction with Gmail and Google Docs via MCP, including email search,…
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| 50660 |
The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C)…
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| 50661 |
monica-mcp
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MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
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| 50662 |
cyanheads-mcp-server
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Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
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| 50663 |
MCP Web Scraper
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A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
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| 50664 |
Latitude MCP Server
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Enables AI-native prompt management for Latitude.so with full CRUD operations, …
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| 50665 |
open-brain-mcp
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An MCP server for storing and retrieving thoughts, notes, and ideas with semant…
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| 50666 |
CreddyMCP
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A credit-risk analytics MCP server enabling natural language queries over 30,00…
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| 50667 |
MoviePilot MCP
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Enables natural language interaction with MoviePilot media library automation, …
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| 50668 |
ecommerce-mcp-server
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Enables AI agents to search products, lookup barcodes, and manage shopping cart…
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| 50669 |
MCP server for Starbucks — let AI agents search the menu, customize drinks, fin…
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| 50670 |
memex
Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
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| 50671 |
Provides accurate competitive Pokémon information for Pokémon Champions, includ…
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| 50672 |
RepCheck
Claim
Trust & reputation infrastructure for AI agents. Two tools: verify_agent return…
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| 50673 |
Unstop MCP
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Search competitions, hackathons, jobs, internships, and scholarships on Unstop.…
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| 50674 |
classmcp
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Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
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| 50675 |
swagger-mcp-tools
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A Swagger/OpenAPI query tool for MCP clients like Cursor, enabling AI assistant…
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| 50676 |
nvim-mcp
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Make Neovim feel like Cursor. This MCP server gives an agent full control over …
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| 50677 |
agentseal-mcp-intel
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Enables users to scan MCP servers for security threats, check installed servers…
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| 50678 |
A powerful MCP server for summarizing YouTube videos with transcript fetching, …
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| 50679 |
mcp-confluence
Claim
MCP server for searching and retrieving pages from Atlassian Confluence.
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| 50680 |
Enables LLMs to query and manage MSSQL databases using natural language, suppor…
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| 50681 |
TradingView MCP Bridge
Claim
Connects AI assistants to TradingView Desktop for chart analysis, Pine Script d…
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| 50682 |
Arkon
Claim
Self-hosted enterprise knowledge hub that compiles organizational docs into a s…
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| 50683 |
earth
Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
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| 50684 |
Flowcast
Claim
Turn your AI coding agent into a producer of interactive, narrated walkthroughs…
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| 50685 |
bill4time-mcp
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MCP server for Bill4Time providing API coverage for legal billing and time trac…
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| 50686 |
Skills-MCP-Server
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Index and search reusable skills from local folders. Discover relevant skills w…
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| 50687 |
json2video MCP Server
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Enables programmatic video generation via the json2video API, supporting scene …
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| 50688 |
vocald
Claim
Headless text-to-speech and speech-to-text server with REST and MCP API, suppor…
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| 50689 |
Provides access to the fal-ai/recraft/v3 image generation model for creating hi…
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| 50690 |
MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…
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| 50691 |
omnistream-mcp
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MCP server for OmniStream marketplace that lets AI assistants discover and call…
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| 50692 |
mapsi-mcp
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Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
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| 50693 |
Aquifer
Claim
A MCP Runtime for dealing with spiky agentic traffic in golang
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| 50694 |
MCP Agile Flow
Claim
A comprehensive system for managing AI-assisted agile development workflows wit…
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| 50695 |
Jira MCP Server
Claim
A local MCP server for managing Jira issues, enabling creation, update, deletio…
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| 50696 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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| 50697 |
An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehens…
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| 50698 |
Ebay MCP Server
Claim
Enables searching eBay for auctions by providing a query and number of results,…
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| 50699 |
QRMint MCP Server
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Enables AI assistants to generate styled QR codes with customizable colors, sty…
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| 50700 |
ANSA API MCP Server
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Enables natural language search of ANSA Python API documentation, allowing AI t…
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