MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44751 |
nova-act-mcp-server
Claim
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
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| 44752 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 44753 |
Anthropometric prediction API: predict measurements, list countries, list measu…
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| 44754 |
lmstudio-agent-mcp
Claim
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
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| 44755 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 44756 |
Dradis MCP
Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
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| 44757 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 44758 |
OwnMemory
Claim
Encrypted memory for Claude, on a server you deploy to your own Cloudflare acco…
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| 44759 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
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| 44760 |
Filesystem MCP
Claim
A FastMCP server providing comprehensive file system, Docker, and Git operation…
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| 44761 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 44762 |
hivekey.ai
Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 44763 |
domainintel-mcp
Claim
Domain intelligence for agents: WHOIS, DNS, SSL/TLS, security headers, reputati…
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| 44764 |
build123d-mcp
Claim
MCP server that exposes build123d parametric CAD operations as tools, enabling …
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| 44765 |
Outlook MCP Server
Claim
Provides LLMs with access to Microsoft Outlook email functionality, allowing th…
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| 44766 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 44767 |
xray-mcp-server
Claim
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| 44768 |
Crevio
Claim
AI that runs your business so you don't have to.
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| 44769 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
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| 44770 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 44771 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 44772 |
MSSQL MCP Server
Claim
A Model Context Protocol server that exposes SQL Server metadata and read-only …
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| 44773 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 44774 |
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
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| 44775 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 44776 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 44777 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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| 44778 |
Memory MCP
Claim
An advanced cognitive memory agent for AI chatbots that provides long-term, aut…
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| 44779 |
An independent memory service for AI agents that stores and retrieves facts wit…
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| 44780 |
gsc-mcp
Claim
Turns Google Search Console into an SEO copilot by enabling natural language qu…
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| 44781 |
@bounceprotect/mcp
Claim
Email validation and SMTP verification for Claude Desktop, Cursor, and Claude C…
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| 44782 |
ingress2gateway-aws-mcp
Claim
Enables conversion of Nginx Ingress resources to AWS Gateway API (ALB/NLB) YAML…
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| 44783 |
Fluentive MCP
Claim
Information, FAQs, features, and pricing for Fluentive's task management platfo…
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| 44784 |
data-seattle
Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
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| 44785 |
nexus-memory
Claim
A zero-dependency, file-based persistent memory system for AI agents with tiere…
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| 44786 |
Claude DJ MCP
Claim
Enables Claude to act as an autonomous radio DJ, generating live-coded music wi…
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| 44787 |
layergen-mcp
Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
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| 44788 |
Enables Claude to increment and query a counter deployed on the Linera blockcha…
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| 44789 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 44790 |
PSX MCP Server
Claim
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
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| 44791 |
ironscales-mcp
Claim
MCP server for Ironscales — phishing incident management, email classification,…
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| 44792 |
te1000-mcp
Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
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| 44793 |
digital-human-library
Claim
MCP server for creating and managing digital human models with built-in EU AI A…
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| 44794 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 44795 |
Streamfog MCP
Claim
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
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| 44796 |
devto-mcp
Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
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| 44797 |
PostgreSQL MCP Server
Claim
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
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| 44798 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
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| 44799 |
Caboose MCP
Claim
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
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| 44800 |
MikroTik Cursor MCP
Claim
Enables natural language management of MikroTik routers through Cursor IDE by t…
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