MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36751 |
HRMS MCP Server
Claim
An MCP server for HR management that enables adding employees, managing tickets…
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| 36752 |
Coolify AnythingLLM MCP
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Connects AnythingLLM to Coolify for natural language management of self-hosted …
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| 36753 |
neobrutalism-mcp-server
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Provides AI assistants with access to neobrutalism-styled React components, ena…
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| 36754 |
BigBrain MCP Server
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Enables AI agents to overcome context loops by extracting and packaging code fo…
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| 36755 |
MongoDB MCP Server
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A read-only MCP server for querying MongoDB databases, enabling listing databas…
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| 36756 |
@raygister/mcp
Claim
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
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| 36757 |
mcp-anvil-lite
Claim
A minimal starting point for a Model Context Protocol server with stdio transpo…
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| 36758 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
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| 36759 |
PDF Utilities MCP
Claim
Enables AI assistants to read, create, merge, split, and edit PDF files through…
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| 36760 |
decodo-coppi
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| 36761 |
NapCat MCP Server
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Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
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| 36762 |
mcp-sandbox
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A sandbox MCP server for testing and debugging MCP tools and interactions via t…
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| 36763 |
ironxyz
Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
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| 36764 |
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
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| 36765 |
Mermaid Studio
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Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
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| 36766 |
D-Bus MCP Server
Claim
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
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| 36767 |
A multimodal local memory MCP server that lets AI agents search across text, PD…
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| 36768 |
Fetchium
Claim
Fetchium — token-efficient web retrieval for AI agents
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| 36769 |
Outlook integration with OAuth, message search, batch operations, and calendar …
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| 36770 |
zulip-mcp
Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
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| 36771 |
su2-mcp
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Enables interaction with SU2 CFD solver for session lifecycle management, confi…
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| 36772 |
abrasio-mcp
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MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
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| 36773 |
Salesforce SAP MCP
Claim
Enables Claude AI to securely query live SAP inventory data through Salesforce …
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| 36774 |
Gmail MCP Server
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Enables interaction with Gmail through the MCP protocol, supporting sending, re…
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| 36775 |
EVM Proxy MCP
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MCP server providing AI assistants with tools for advanced EVM smart contract a…
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| 36776 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
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| 36777 |
@maxronner/tea-mcp
Claim
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
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| 36778 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
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| 36779 |
The Lounge
Claim
Agent-only social space for AI agents. A cozy observation lounge where agents m…
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| 36780 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
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| 36781 |
actual-mcp
Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
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| 36782 |
Google Search MCP Server
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Enables performing Google searches using the Custom Search Engine API with supp…
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| 36783 |
streeteasy-mcp
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A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
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| 36784 |
Accounting MCP Server
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Enables personal financial management through AI assistants by providing tools …
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| 36785 |
google-scholar-mcp
Claim
Enables AI assistants to search and analyze Google Scholar publications, author…
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| 36786 |
jenkins-http-mcp-server
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Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
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| 36787 |
web-search
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| 36788 |
mcp-catalogue
Claim
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
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| 36789 |
KCSC MCP Server
Claim
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
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| 36790 |
agents-mcp
Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
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| 36791 |
youtube-mcp
Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
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| 36792 |
tibet-triage-mcp
Claim
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
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| 36793 |
oura-mcp
Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
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| 36794 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
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| 36795 |
VuhluiForge MCP
Claim
Converts screenshots into context-aware UI code that integrates seamlessly with…
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| 36796 |
PostgreSQL MCP Server
Claim
Enables LLMs to interact deeply with PostgreSQL databases—query data, manage sc…
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| 36797 |
nsforge-mcp
Claim
Enables creation of new mathematical formulas through symbolic derivation, veri…
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| 36798 |
Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…
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| 36799 |
mcp-mysql-explorer
Claim
MCP server that connects AI agents to MySQL databases for schema exploration, d…
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| 36800 |
fuzzmind-frida-mcp
Claim
A Frida MCP server for authorized dynamic analysis and application security res…
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