MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44801 |
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
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| 44802 |
Streamfog MCP
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AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
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| 44803 |
devto-mcp
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A work management MCP server for Claude Code that integrates with Jira Cloud to…
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| 44804 |
PostgreSQL MCP Server
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Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
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| 44805 |
mcp-blanko
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A TypeScript template for building MCP servers with stdio/SSE transport and eas…
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| 44806 |
Caboose MCP
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A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
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| 44807 |
MikroTik Cursor MCP
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Enables natural language management of MikroTik routers through Cursor IDE by t…
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| 44808 |
mem0-agent-memory
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An MCP server that provides persistent memory capabilities for AI agents using …
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| 44809 |
FAIM MCP Server
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A Model Context Protocol (MCP) server that integrates the FAIM time series fore…
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| 44810 |
@cubicecho/graphql-mcp
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Converts a GraphQL schema into MCP tools, allowing AI to discover and call Grap…
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| 44811 |
EmailMCP
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Enables unified email management across Gmail, Outlook, iCloud, and IMAP provid…
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| 44812 |
mcp-vision
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Enables image recognition and description using Kimi K2.5 (Infini-AI) via the r…
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| 44813 |
@bestimmaa/posprint-mcp
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MCP server for printing POS receipts via CUPS printers, supporting a two-step c…
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| 44814 |
telecom-ai
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MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
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| 44815 |
ZAP MCP Proxy
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A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
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| 44816 |
BOSH MCP Server
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Enables managing BOSH deployments via natural language by providing tools to lo…
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| 44817 |
Jokes MCP Server
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Deploys a joke-telling MCP server on Azure and integrates it with Microsoft Cop…
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| 44818 |
Sync_MCP
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Enables retrieval and cleaning of official documentation for AI/Python librarie…
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| 44819 |
webhook.co
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Receive, inspect, replay and deliver webhooks — with signature verification and…
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| 44820 |
mcp-stat-ee
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Access Statistics Estonia (andmed.stat.ee) PxWeb data without API key. Enables …
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| 44821 |
Colors MCP Server
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A simple color utility MCP server for frontend developers. Convert, mix, adjust…
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| 44822 |
mcp-price-scout
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Enables scraping LLM inference pricing from websites like Cloudrift, DeepInfra,…
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| 44823 |
LANraragi MCP Server
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Wraps all LANraragi APIs into 51 MCP tools, enabling AI agents to browse, searc…
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| 44824 |
Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …
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| 44825 |
bumi-mcp
Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
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| 44826 |
Wasapi MCP Server
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Enables managing WhatsApp Business accounts through natural language, including…
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| 44827 |
drop
Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
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| 44828 |
sparkpost-mcp
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Enables sending transactional emails, managing templates, suppression lists, se…
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| 44829 |
Serena MCP Server
Claim
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
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| 44830 |
Provides structured competitive intelligence profiles and listing capabilities …
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| 44831 |
mcp-garmin
Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
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| 44832 |
wrg-sigma-rules
Claim
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
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| 44833 |
wd-mycloud-mcp
Claim
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
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| 44834 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 44835 |
MCP COO DeFi
Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
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| 44836 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 44837 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 44838 |
fetch
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| 44839 |
mcp-run-isolated-python
Claim
Enables LLMs to execute Python code securely in a sandboxed environment. Suppor…
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| 44840 |
Enables LLMs to analyze images, videos, audio, and text files for AI-generated …
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| 44841 |
vCenter MCP Server
Claim
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
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| 44842 |
mcp-weatherapi
Claim
Provides weather data tools using the WeatherAPI.com service, including current…
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| 44843 |
HypAware
Claim
Query your team's AI coding history and act on HypAware recommendations from an…
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| 44844 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 44845 |
mcp-see
Claim
An MCP server that gives AI agents the ability to observe and understand images…
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| 44846 |
Smartsheet MCP Server
Claim
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
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| 44847 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 44848 |
Provides natural language control over Google Workspace services (Calendar, Dri…
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| 44849 |
vault-recommender
Claim
Enables semantic recommendation for Obsidian vaults, allowing users to find rel…
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| 44850 |
ohmyself
Claim
Exposes a personal markdown-based second brain (Obsidian-style) as an MCP serve…
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