MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52701 |
Oura Ring MCP Server
Claim
Enables AI assistants to access and analyze Oura Ring health data including sle…
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| 52702 |
Generate optimized work shift schedules from staffing demand, availability and …
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| 52703 |
instagram-mcp
Claim
Official, multi-account Instagram Graph API MCP: read, publish, analytics, comm…
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| 52704 |
mcp-api-toolkit
Claim
Comprehensive API development and testing MCP server for Claude Code. Integrate…
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| 52705 |
gwanggo-mcp
Claim
Enables AI agents to generate images and videos using 30+ models (Seedream, Sor…
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| 52706 |
World Cup 2026 Tour
Claim
Free MCP server for World Cup 2026 fixtures, local kickoff times, and Dataset J…
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| 52707 |
mcp
Claim
Analyze JVM thread dumps with ThreadMine: deadlocks, CPU spikes, pool exhaustio…
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| 52708 |
SIEX
Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
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| 52709 |
pageshot-api
Claim
Free webpage screenshot capture API with format, viewport, and dark mode option…
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| 52710 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 52711 |
Generic MCP Server
Claim
A dynamic server that automatically discovers and executes scripts from a tools…
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| 52712 |
MCP server for ERP product operations that enables AI agents to precheck produc…
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| 52713 |
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
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| 52714 |
tfl-mcp-server
Claim
Community-built server providing real-time London transport data via the TfL Un…
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| 52715 |
autario-mcp
Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
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| 52716 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 52717 |
Enables AI assistants to search YouTube videos with rich metadata including tit…
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| 52718 |
backburner
Claim
Run long shell commands as background tasks: start them, keep working, collect …
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| 52719 |
MindDory Brain
Claim
Turn AI chats into vocabulary: capture words and grammar into spaced-repetition…
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| 52720 |
webhook-ai-mcp
Claim
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
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| 52721 |
Draugr
Claim
Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real …
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| 52722 |
Express intent, get results. One unified entry point.
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| 52723 |
evite-mcp
Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
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| 52724 |
Oura MCP
Claim
Local-first MCP server that connects AI agents to your Oura Ring readiness, sle…
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| 52725 |
DevEyes
Claim
DevEyes is a Model Context Protocol (MCP) server that captures screenshots from…
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| 52726 |
Spaceship MCP Server
Claim
Enables AI agents to manage DNS records through the Spaceship API, with special…
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| 52727 |
LogScribe MCP
Claim
Handles log file management and analysis with tools to list, read, search, filt…
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| 52728 |
M3Mgine
Claim
MCP server enabling AI agents to enforce corrected rules as durable pre-output …
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| 52729 |
arcgis-kansas
Claim
Enables searching and querying Kansas State GIS open geospatial data (parcels, …
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| 52730 |
Markmap MCP Server
Claim
Converts Markdown text into interactive mind maps, supporting export as PNG, JP…
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| 52731 |
brave-search-mcp-1
Claim
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| 52732 |
cloud-chat-assistant
Claim
Multi-cloud MCP server that exposes cloud AI models as tools for AI CLI agents,…
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| 52733 |
mcp-tools
Claim
A collection of simple, practical MCP servers that require zero configuration, …
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| 52734 |
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, statele…
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| 52735 |
pdf-reader-server
Claim
A Model Context Protocol server for managing text notes, with resources (note:/…
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| 52736 |
Create, schedule, review, analyze, and manage social content across connected c…
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| 52737 |
QRadar MCP Server
Claim
Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…
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| 52738 |
Storyblok MCP Server
Claim
Enables comprehensive management of Storyblok CMS through natural language inte…
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| 52739 |
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
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| 52740 |
Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited labor…
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| 52741 |
chia-explorer
Claim
MCP server for the Chia blockchain. Read-only Q&A via the public coinset.org AP…
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| 52742 |
Reel Estate MCP
Claim
Turn real-estate listing photos into property videos from your AI assistant.
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| 52743 |
An MCP server that automatically generates static websites from natural languag…
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| 52744 |
SignalEDI
Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
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| 52745 |
ynab-mcp-server
Claim
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| 52746 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 52747 |
DeAlgo MCP Server
Claim
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
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| 52748 |
A Stockfish MCP server to allow an LLM to play chess against Stockfish
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| 52749 |
Signvoy
Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
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| 52750 |
opendesignguard-mcp
Claim
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
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