MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
Newly Added
YuniKorn MCP Server BeadsMCP ClickUp MCP Server code-quality-mcp Lazy LLMs Project Management MCP Server| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36651 |
aurekai-mcp
Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
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| 36652 |
Scryfall MCP Server
Claim
Enables Claude to search and retrieve Magic: The Gathering card details, prices…
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| 36653 |
TermSSH MCP
Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
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| 36654 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 36655 |
gmail-mcp-server
Claim
Enables reading, sending, searching, and managing Gmail through Claude using th…
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| 36656 |
swanlab-mcp
Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
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| 36657 |
pytest-mcp-server
Claim
MCP server for debugging pytest failures, allowing users to register test failu…
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| 36658 |
mcp-read-only-argocd
Claim
A secure MCP server providing read-only access to Argo CD instances using brows…
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| 36659 |
mcp-hko
Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
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| 36660 |
mcp-bridge
Claim
MCP server for Cocos Creator that enables AI tools to automate scene editing, r…
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| 36661 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 36662 |
Claude Flow MCP
Claim
Integrates with Claude Code to execute AI-powered code analysis and workflow au…
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| 36663 |
StockLens
Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
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| 36664 |
ideahub_mcp
Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
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| 36665 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
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| 36666 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 36667 |
Enables AI assistants to create, manage, and track projects with associated tod…
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| 36668 |
climux
Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
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| 36669 |
Personal Memory Gateway
Claim
A privacy-first memory layer for AI that securely bridges local knowledge with …
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| 36670 |
Google Tasks MCP Server
Claim
A Model Context Protocol server that enables AI assistants to manage Google Tas…
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| 36671 |
figma-mcp
Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
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| 36672 |
mcp-py-devto
Claim
Enables interaction with dev.to platform through a message-based architecture, …
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| 36673 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 36674 |
TeamCity MCP Server
Claim
Enables management of TeamCity CI/CD operations through natural language comman…
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| 36675 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 36676 |
Sanity MCP Server
Claim
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
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| 36677 |
poly-git-mcp
Claim
Unified MCP server for Git forge management across GitHub, GitLab, Gitea, and B…
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| 36678 |
jira-run-mcp
Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
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| 36679 |
MCP Email Server
Claim
Enables LLMs to read, send, and manage emails via POP3 and SMTP with TLS suppor…
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| 36680 |
ShaBaas Pay MCP Server
Claim
ShaBaas Pay MCP lets AI agents securely create PayTo agreements, initiate payme…
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| 36681 |
SF Permits MCP Server
Claim
Provides access to San Francisco public permitting, business, and property data…
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| 36682 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
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| 36683 |
centerpoinconnect
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| 36684 |
Enables high-quality image generation with advanced text rendering and contextu…
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| 36685 |
mcp-server
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| 36686 | — | |||||||||
| 36687 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 36688 |
EventCatalog MCP Server
Claim
Enables querying event-driven architecture documentation including domains, ser…
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| 36689 |
RepoMap
Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
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| 36690 |
Spectral
Claim
Spectral records HTTP traffic from apps, uses an LLM to understand API calls, a…
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| 36691 |
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
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| 36692 |
Haloscan MCP Server
Claim
Enables SEO analysis by interacting with the Haloscan API, providing keyword re…
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| 36693 |
superthread-mcp-extended
Claim
An enhanced MCP server for Superthread with comprehensive CRUD operations and o…
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| 36694 |
SongSage
Claim
SongSage is a Model Context Protocol (MCP) server that connects BirdNET-Analyze…
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| 36695 |
document-to-json-mcp
Claim
Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, …
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| 36696 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 36697 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
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| 36698 |
alexa-mcp
Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
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| 36699 |
MCP Claude Hacker News
Claim
Enables Claude Desktop to interact with Hacker News, fetching articles, searchi…
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| 36700 |
UniMCPSim
Claim
A universal MCP simulator that dynamically simulates API interfaces for various…
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