MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43651 |
fluxlora-mcp
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An MCP server that lets users and autonomous agents generate high-quality image…
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| 43652 |
mcp-server-v1
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| 43653 |
scan-code-tool
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| 43654 |
Extracts rich metadata from images including EXIF, GPS, IPTC, and XMP, with x40…
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| 43655 |
DevOps MCP Server
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Enables searching and managing Docker images and tags, as well as querying GitL…
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| 43656 |
Parcel Pilot MCP
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Enables AI to query your personal package tracking information from Taobao, JD,…
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| 43657 |
Experimental MCP service for Azure AI Search, enabling read and write operation…
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| 43658 |
PyKernel MCP
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MCP server that provides a persistent IPython kernel for executing Python code …
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| 43659 |
codex-async-mcp
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Local MCP server that wraps the codex CLI asynchronously, returning a job_id im…
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| 43660 |
The Lounge
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Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 43661 |
MCP server for global B2B buyer intelligence. Find verified importers & distrib…
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| 43662 |
faucet-mcp
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Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
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| 43663 |
semantic-pdf-indexer-mcp
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| 43664 |
Kage
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Shared, code-grounded memory for developers and their coding agents. Capture a …
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| 43665 |
sonarqube-mcp-py
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A Python MCP server for SonarQube, enabling AI agents to query projects, issues…
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| 43666 |
Axon Pro
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Transforms codebases into structural knowledge graphs for AI agents and develop…
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| 43667 |
Zcash MCP Server
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Enables AI agents to send and receive private Zcash payments with shielded tran…
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| 43668 |
mysql-mcp-server
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Enables MySQL database operations through MCP, including executing SQL queries,…
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| 43669 |
browserbase
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| 43670 |
A Python MCP server that connects to an Inventory Management System, providing …
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| 43671 |
MCP Terraform Assistant
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MCP server for managing Terraform infrastructure as code, enabling initializati…
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| 43672 |
AdminAgent
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AI-powered Shopify Admin via Claude + MCP, enabling full store management throu…
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| 43673 |
Knowi-mcp
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Knowi’s MCP server gives AI tools full access to the entire analytics workflow.…
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| 43674 |
globus-mcp
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MCP server enabling LLMs to manage Globus data transfers and compute tasks.
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| 43675 |
shop
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| 43676 |
Kubeflow MCP Server
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Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 43677 |
Mailchimp MCP Server
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Integrates Mailchimp with GenAI applications via the Model Context Protocol, en…
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| 43678 |
kanban-mcp
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An MCP server that provides a database-backed kanban board with 40+ tools for A…
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| 43679 |
toolhouse-mcp
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Enables MCP clients to access Toolhouse's extensive library of tools, allowing …
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| 43680 |
mux-mcp
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Enables AI agents to interact with Mux video infrastructure, providing tools fo…
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| 43681 |
code-rag
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A semantic code search MCP server that enables natural language queries against…
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| 43682 |
WooCommerce MCP Server
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An MCP server that provides access to WooCommerce REST API functionality, enabl…
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| 43683 |
Pokemon MCP Server
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Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
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| 43684 |
ensembl-mcp-server
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Look up genes, fetch sequences, predict variant consequences, find orthologs an…
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| 43685 |
mcp-server-linear
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MCP server for accessing and managing Linear resources like issues, projects, a…
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| 43686 |
mcp-local-llm
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MCP server that lets Claude Code delegate mechanical tasks to a local LLM for s…
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| 43687 |
MikroMCP
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MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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| 43688 |
Virga Weather
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Weather API tools — current, hourly, daily forecasts, and historical data.
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| 43689 |
@alpha-arcade/mcp
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MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
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| 43690 |
Figma MCP Server
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Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 43691 |
maya-mcp-server
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MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
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| 43692 |
connectwise-mcp-server
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Integrates with ConnectWise Manage API to enable ticket, company, and contact m…
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| 43693 |
instantKOM MCP Server
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Enables AI assistants to manage instantKOM messenger platform resources (channe…
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| 43694 |
dbrain
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Provides persistent, structured memory for AI assistants across multiple client…
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| 43695 |
MCP Calculator
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A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 43696 |
Provides tools for searching, creating, and managing Indian Government Schemes …
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| 43697 |
crawlgraph-mcp
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Backlink intelligence and competitor gap analysis on the public Common Crawl we…
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| 43698 |
Omnier
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Turn signals from email, CRM, and meetings into a prioritized daily sales to-do…
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| 43699 |
alephant-mcp
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Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 43700 |
Snapchat Ads MCP Server
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Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real…
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