MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31951 |
Kakao Map MCP Server
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Provides location-based place recommendations in South Korea using the Kakao Ma…
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| 31952 |
abraxas93
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| 31953 |
gpt_agent
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| 31954 |
tonmcp
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| 31955 |
ynab-mcp-bridge
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Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
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| 31956 |
fouq-basecamp
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| 31957 |
SSH MCP Server
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Enables AI assistants to perform comprehensive SSH operations including command…
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| 31958 |
gnews-mcp-server
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MCP server providing access to the GNews API for fetching news articles and hea…
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| 31959 |
arcade-azure-devops-mcp
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An MCP server that enables AI assistants to interact with Azure DevOps projects…
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| 31960 |
local-mcp
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A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
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| 31961 |
n8n Advisor
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Enables AI assistants to review workflow status in n8n instances, including act…
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| 31962 |
lu
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lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
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| 31963 |
A local-first MCP server stub that exposes provisioning tools for converting ec…
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| 31964 |
Mem0 MCP Server
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Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
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| 31965 |
safehold
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Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
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| 31966 |
RSpace MCP Server
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Exposes RSpace API endpoints to LLM agents using the Model Context Protocol.
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| 31967 |
ASP MCP Server
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Protects agent skills from being distilled during multi-agent collaboration by …
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| 31968 |
mcp-server-freesearch
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A free search MCP server powered by SearXNG, offering various search types with…
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| 31969 |
YggTorrent MCP Server
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A Python MCP server that allows programmatic interaction with YggTorrent, enabl…
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| 31970 |
GPT-5 MCP Server
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Brings OpenAI's GPT-5 capabilities to Claude Code with advanced reasoning, cost…
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| 31971 |
AgentNDX
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Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 31972 |
nestjs-mcp-server
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A production-ready NestJS backend template with built-in MCP server enabling AI…
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| 31973 |
GLPI MCP
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MCP server allowing an AI assistant to interact directly with your GLPI instanc…
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| 31974 |
Canny MCP Server
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Enables interaction with Canny.io customer feedback platform through natural la…
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| 31975 |
codex-cli-mcp
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Bridges OpenAI Codex CLI to any MCP client, allowing headless Codex sessions vi…
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| 31976 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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| 31977 |
0CompactMem
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Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
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| 31978 |
aranet4-mcp-server
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MCP server to manage your Aranet4 CO2 sensor, enabling scanning, data fetching,…
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| 31979 |
playwright-server
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Enables browser automation using Playwright, including navigation, screenshots,…
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| 31980 |
mcp-jira
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Provides JIRA issue search, retrieval, and update functionalities via MCP.
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| 31981 |
artsonia-mcp
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Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
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| 31982 |
mcp-scryfall
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Provides access to Magic: The Gathering card database, enabling listing of sets…
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| 31983 |
aetherwave-mcp
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Music, image, video and audio generation across top AI providers - one key, one…
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| 31984 |
PBIFORGE
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PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
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| 31985 |
Radius MCP Server
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Enables AI agents to authenticate users, manage calendar events, create meeting…
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| 31986 |
MCP Database Server
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Enables AI assistants to interact with PostgreSQL databases through query execu…
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| 31987 |
mcp-victoriametrics
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| 31988 |
base-batch-send-mcp
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Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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| 31989 |
Provides multi-source vulnerability intelligence for AI-powered security operat…
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| 31990 |
marketing-analytics-ai-mcp MCP server by MEOK AI Labs
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| 31991 |
dataverse-mcp-server
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MCP server for Microsoft Dataverse API with safe-by-default configuration. Work…
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| 31992 |
Clarify MCP Server
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Enables AI agents to ask clarification questions and receive structured user in…
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| 31993 |
mastra-course
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| 31994 |
collective-memory
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MCP server for persistent, semantic memory across AI sessions
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| 31995 |
skill-builder-mcp
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Search the skill-builder registry and auto-install skills for Claude Code, Curs…
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| 31996 |
AutoFuse
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Mount, heal, wake and run commands on remote Windows/Linux machines over SSHFS …
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| 31997 |
dev-env-mcp
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A local MCP server that provides a safe, structured way to manage Python enviro…
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| 31998 |
Sean-MCP
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A GitHub integration tool that enables MCP clients to manage pull requests thro…
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| 31999 |
Meta Ads MCP Server
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A Model Context Protocol server for the Meta (Facebook) Ads API, providing 54 t…
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| 32000 |
TekAutomate MCP Server
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An AI orchestration layer that enables automated control and validation of test…
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