MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64751 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 64752 |
aeo-cli
Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
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| 64753 |
Apple Notes MCP
Claim
Enables AI assistants to save well-organized technical articles to Apple Notes …
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| 64754 |
adb_mcp_server
Claim
Enables remote control of Android devices via ADB, including screen operations,…
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| 64755 |
saifs-ai
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| 64756 |
Lutron Caseta MCP Server
Claim
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
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| 64757 |
fast-browser-mcp
Claim
Adds persistent QA state to browser automation, enabling AI agents to maintain …
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| 64758 |
Loop MCP DualRail
Claim
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
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| 64759 |
MongoDB MCP Server
Claim
A read-only MCP server for querying MongoDB databases, enabling listing databas…
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| 64760 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 64761 |
agent_mcp_thoughtflow
Claim
Unifies structured reasoning (Tree of Thoughts) with reliable task execution, e…
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| 64762 |
BigBrain MCP Server
Claim
Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 64763 |
A REST API server implementation for message handling with Oracle Database inte…
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| 64764 |
asdfagwg
Claim
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| 64765 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 64766 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
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| 64767 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
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| 64768 |
Edge TTS MCP
Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
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| 64769 |
PDF Utilities MCP
Claim
Enables AI assistants to read, create, merge, split, and edit PDF files through…
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| 64770 |
testyb3
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| 64771 |
decodo-coppi
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| 64772 |
NapCat MCP Server
Claim
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
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| 64773 |
Verificarlo MCP Server
Claim
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
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| 64774 |
A multimodal local memory MCP server that lets AI agents search across text, PD…
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| 64775 |
mcp-sandbox
Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
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| 64776 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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| 64777 |
Mermaid Studio
Claim
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
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| 64778 |
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
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| 64779 |
D-Bus MCP Server
Claim
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
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| 64780 |
Fetchium
Claim
Fetchium — token-efficient web retrieval for AI agents
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| 64781 |
Image Gen MCP Server
Claim
A multi-provider MCP server that enables AI agents to generate and edit images …
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| 64782 |
terminal-agent
Claim
Local daemon that bridges AI assistants to the local filesystem with read-only …
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| 64783 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 64784 |
A server that enables searching for events, venues, and attractions through the…
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| 64785 |
TianGong AI MCP
Claim
TianGong AI Model Context Protocol (MCP) Server supports Streamable Http protoc…
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| 64786 |
rsi-search-pro-mcp
Claim
A meta-MCP server that aggregates authoritative web search and browser research…
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| 64787 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 64788 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 64789 |
zulip-mcp
Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
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| 64790 |
su2-mcp
Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 64791 |
abrasio-mcp
Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 64792 |
aria-mcp-elpriser
Claim
MCP server for fetching Danish electricity spot prices (DK1/DK2) using the free…
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| 64793 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 64794 |
ai-gateway
Claim
Cloudflare Workers MCP server: ai-gateway
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| 64795 |
@maxronner/tea-mcp
Claim
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
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| 64796 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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| 64797 |
web-search
Claim
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| 64798 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 64799 |
CMR Client Health
Claim
Enables client success teams to get instant, natural-language health reads on c…
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| 64800 |
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
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