MCP Server Quality Scores
Independent quality analysis of 62662 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62551 |
@seomcp/proxy
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Local MCP proxy for seo-mcp — 39 SEO tools in your AI assistant.
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| 62552 |
Scaffold MCP Server
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Enables generating frontend project scaffolding for multiple frameworks (React,…
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| 62553 |
FOL Prover MCP Server
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An MCP server for first-order logic theorem proving supporting multiple provers…
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| 62554 |
StackWiz MCP Server
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An AI-powered MCP server for managing Docker infrastructure, enabling creation,…
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| 62555 |
anz-schedule-brain
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Provides verified ANZ public holidays, school terms, and business-day calculati…
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| 62556 |
census-mcp-server
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Query U.S. Census Bureau data, variables, and geography via MCP.
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| 62557 |
polymarket-mcp
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Enables AI assistants to query Polymarket prediction markets and analyze market…
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| 62558 |
MCP SAP GUI Server
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An MCP server that enables AI assistants to interact with SAP GUI for Windows t…
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| 62559 |
google-chat-mcp
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Enables AI assistants to read and send messages in Google Chat spaces using ser…
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| 62560 |
nextdns-mcp
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Enables AI assistants to manage NextDNS profiles, settings, logs, analytics, an…
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| 62561 |
Superset MCP Server
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Enables AI to create and manage Apache Superset dashboards, including adding ch…
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| 62562 |
Confluence MCP Server
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MCP server for Confluence Cloud that enables searching, reading, managing docum…
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| 62563 |
Cursor Task Tracker
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An MCP server for managing tasks in Cursor IDE, enabling AI agents to create, u…
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| 62564 |
bcdocker
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MCP server for managing Business Central Docker containers, enabling AI assista…
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| 62565 |
IDA Script MCP
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Executes IDAPython scripts in IDA Pro through any MCP-compatible AI assistant, …
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| 62566 |
Workflow MCP Server
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Guides agents through structured workflows with predefined steps, allowing for …
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| 62567 |
UluAlgorandMCP
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Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
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| 62568 |
Provides calculator, datetime, and note-taking tools for LLMs like Claude via t…
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| 62569 |
flickr-mcp-server
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An MCP server that integrates AI assistants with the Flickr API, enabling manag…
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| 62570 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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| 62571 |
beatport-scraper
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Enables extracting metadata from Beatport track URLs, including preview audio, …
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| 62572 |
env0
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Enables AI agents to manage environments and access resources on the Env0 platf…
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| 62573 |
HybridS3
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Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
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| 62574 |
Provides a standardized MCP interface for interacting with Twitter's tools and …
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| 62575 |
Openprovider MCP Server
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MCP server for Openprovider.com that enables domain management actions such as …
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| 62576 |
chrome-devtools-mcp-fork
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Enables debugging of web applications by connecting Claude to Chrome's develope…
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| 62577 |
Slack MCP
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Enables Slack workspace integration including channel creation, user invites, m…
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| 62578 |
Azure DevOps MCP Server
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Enables AI assistants to interact with Azure DevOps entities like projects, rep…
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| 62579 |
swiss-courts-mcp
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MCP server for searching Swiss court decisions from federal and cantonal courts…
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| 62580 |
ctxpeek
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MCP server that fetches documentation from public git repositories at specific …
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| 62581 |
MCPVet
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Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
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| 62582 |
Buddy MCP Server
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MCP server for controlling compatible boards over Bluetooth serial, including D…
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| 62583 |
mcp
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Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
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| 62584 |
mcp-openai-images-audio
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Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
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| 62585 |
Okta MCP Server
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Enables natural language management of Okta organizations, allowing users to pe…
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| 62586 |
Wisdom MCP
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MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
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| 62587 |
Stage AI MCP
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This MCP server replicates how a creative strategist gathers context by expandi…
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| 62588 |
launchd-mcp
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Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
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| 62589 |
Oceanum MCP
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Enables AI assistants to search, query, and manage ocean/environmental datasets…
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| 62590 |
Searches Reddit for answers to questions and saves Q&A sessions to Notion.
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| 62591 |
AI Battle MCP
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A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
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| 62592 |
discord-dm-mcp
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A tiny MCP server that lets Claude send Discord direct messages through a bot w…
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| 62593 |
scam-detector-mcp
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Scam and fraud detection for AI agents. Instant scam check, phishing URL analys…
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| 62594 |
agentic-cal
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Unified email and calendar management with AI agent, supporting email operation…
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| 62595 |
imap-mcp
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Read-only MCP server for IMAP email access, enabling AI agents to read, search,…
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| 62596 |
galaxus-mcp
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Enables AI assistants to search products and retrieve detailed information from…
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| 62597 |
wave-mcp
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Provides 54 tools across 10 categories for Wave Accounting, enabling invoicing,…
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| 62598 |
Gantry
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An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
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| 62599 |
PopUp Organizer
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Read-only MCP server for PopUp — search vendors, manage events, and track appli…
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| 62600 |
repo-index-mcp
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A local codebase retrieval tool that indexes a git repository into SQLite and p…
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