MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42751 |
dub-mcp
Claim
A Model Context Protocol server for Dub that enables creating, updating, deleti…
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| 42752 |
artsonia-mcp
Claim
Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
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| 42753 |
ffmpeg-mcp
Claim
An MCP server that exposes FFmpeg as structured tools for AI-agent-driven video…
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| 42754 |
Employee API MCP Server
Claim
MCP server for querying employee data via tools like get_employees and get_empl…
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| 42755 |
Remote MCP Server
Claim
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
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| 42756 |
1trippulse
Claim
1trip PULSE: 21-tool AI travel planner. Flights, hotels, visa, safety, weather,…
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| 42757 |
mcp-imap
Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
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| 42758 |
git-repo-brief
Claim
MCP server that provides structured briefs for public GitHub repositories, incl…
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| 42759 |
gitlab-mcp-server
Claim
A Model Context Protocol server for GitLab that provides AI agents structured a…
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| 42760 |
Search Tesla Model 3 and Model Y collision parts by OE number. CAD prices, BC d…
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| 42761 |
cyber-si-mcp
Claim
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| 42762 |
Mobbin Agent
Claim
MCP server that gives AI agents browser-based access to Mobbin for design resea…
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| 42763 |
mcp-playwright
Claim
Provides browser automation capabilities for LLM applications, enabling web pag…
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| 42764 |
Provides AI assistants with access to real-time space weather data and forecast…
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| 42765 |
DDG MCP3
Claim
A basic MCP server with example tools including message echoing and server info…
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| 42766 |
my-first-agent
Claim
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| 42767 |
Elasticsearch MCP Server
Claim
MCP server that provides tools and resources to interact with Elasticsearch clu…
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| 42768 |
Auth, email, journeys, surveys, webhooks, and analytics for SaaS in one project…
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| 42769 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 42770 |
infor-rpa-mcp
Claim
Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
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| 42771 |
GSS MCP Server
Claim
Exposes Grey Swan Signals market stress intelligence as callable tools for AI a…
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| 42772 |
Coursera MCP
Claim
Enables AI agents to programmatically interact with Coursera, including enrolli…
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| 42773 |
dnSpy-MCP
Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
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| 42774 |
paper-download
Claim
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| 42775 |
openapi-mcp
Claim
MCP server for loading and exploring OpenAPI/Swagger specifications, enabling A…
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| 42776 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with placeholder tools and dual …
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| 42777 |
mcp-server
Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
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| 42778 |
aiproject-mcp
Claim
MCP server for managing AIProject tasks and projects, providing CRUD operations…
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| 42779 |
grazer-mcp
Claim
Multi-platform content discovery for AI agents over MCP — graze worthy content …
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| 42780 |
kustodyan-mcp
Claim
Enables AI agents to protect, unprotect, and search sensitive data using Kustod…
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| 42781 |
fruits-mcp
Claim
Enables management of Product Fruits knowledge base articles, categories, and i…
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| 42782 |
llama-diffusion-mcp
Claim
Enables LLMs like Claude to bidirectionally chat with diffusion-based LLMs (e.g…
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| 42783 |
jiraxmcp
Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
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| 42784 |
Joule HR MCP Server
Claim
Exposes SAP SuccessFactors HR data as MCP tools for AI agents, enabling natural…
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| 42785 |
simple-index-mcp
Claim
A Python MCP server for indexing projects using embeddings, providing semantic …
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| 42786 |
BizIntel
Claim
Analyze market trends and competitor landscapes to identify strategic growth op…
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| 42787 |
Mistral OCR MCP Server
Claim
Extracts text and images from PDFs and image files using the Mistral OCR API, w…
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| 42788 |
faceton-mcp-server
Claim
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
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| 42789 |
mendix-mcp-server
Claim
Enables AI agents to read and modify Mendix application models through MCP tool…
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| 42790 |
Atlassian Attachments
Claim
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
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| 42791 |
SQL Server MCP
Claim
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
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| 42792 |
yinxiang-mcp
Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
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| 42793 |
macos-sys-assist
Claim
A secure, constraint-based macOS OS-level automation MCP server for AI assistan…
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| 42794 |
OpenArx
Claim
Open scientific and engineering knowledge for AI agents: search, evidence, docu…
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| 42795 |
home_mcp_gateway
Claim
A local MCP gateway that provides image generation and editing tools via extern…
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| 42796 |
KoreanSkinpedia MCP
Claim
Enables publishing of medical content (articles, procedures, clinics) to a Kore…
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| 42797 |
agent-central-mcp
Claim
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
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| 42798 |
Automate a real, logged-in browser on your own device — no stored credentials, …
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| 42799 |
Better Browser MCP
Claim
Multi-agent local browser automation MCP server with per-agent WebSocket paths,…
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| 42800 |
franchise-mcp-server
Claim
Enables LLMs to read and edit Madden NFL franchise saves and EA SPORTS College …
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