MCP Server Quality Scores
Independent quality analysis of 69313 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43001 |
mcp-dolphin
Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
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| 43002 |
telegram-user-mcp
Claim
An MCP server that connects to Telegram as your real user account and exposes r…
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| 43003 |
hypixel-skyblock-mcp
Claim
Fetches Hypixel SkyBlock data including profiles, economy, and progression, ret…
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| 43004 |
ssh-mcp-jumpserver
Claim
Enables AI agents to execute commands on remote servers via SSH with dynamic ho…
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| 43005 |
kanka-mcp
Claim
Enables MCP-compatible agents to authenticate to a Kanka account and interact w…
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| 43006 |
Job Search MCP Server
Claim
Enables searching and retrieving job listings from a Supabase database (h.caree…
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| 43007 |
재활용척척
Claim
Guides correct disposal methods for confusing household waste items. Provides t…
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| 43008 |
MCP Knowledge Viz
Claim
Enables storage and semantic search of facts, and interactive 3D visualization …
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| 43009 |
spotify-mcp
Claim
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| 43010 |
MCP Database Bridge
Claim
A secure, read-only MCP server that empowers Claude Desktop and AI agents to sa…
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| 43011 |
ecair-mcp
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| 43012 |
Atlassian MCP Server
Claim
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
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| 43013 |
Enables comprehensive Trello integration via MCP, supporting boards, lists, car…
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| 43014 |
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
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| 43015 |
@us-all/dbt-mcp
Claim
A read-only MCP server that exposes dbt project artifacts and data quality resu…
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| 43016 |
paper-invoice-mcp
Claim
MCP server for Paper.id Indonesian invoicing and accounting platform, providing…
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| 43017 |
A Stockfish MCP server to allow an LLM to play chess against Stockfish
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| 43018 |
Xalantis MCP Server
Claim
Enables managing support tickets from Claude, Cursor, and other AI tools, inclu…
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| 43019 |
Grimmory MCP Server
Claim
Enables AI assistants to manage a Grimmory book library through 53 specialized …
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| 43020 |
CBT Agent Helper
Claim
An MCP server that enables AI agents to engage in structured deep thinking and …
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| 43021 |
Swimlanes.io MCP Server
Claim
Enables AI assistants to generate sequence diagrams from textual descriptions u…
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| 43022 |
qflow
Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
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| 43023 |
AF_MCP
Claim
Enables automated device blocking and unblocking operations with authentication…
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| 43024 |
OpenDART MCP Server
Claim
Enables querying South Korean stock disclosures, financial statements, and shar…
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| 43025 |
Campaign Monitor MCP
Claim
Enables management of email campaigns, subscribers, lists, segments, journeys, …
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| 43026 |
nuria-mcp
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| 43027 |
tradinview-mcp
Claim
A TradingView-style market research and charting MCP server that provides tools…
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| 43028 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 43029 |
comprasal-mcp
Claim
Enables querying El Salvador's public procurement data, including awarded proce…
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| 43030 |
confluence-mcp
Claim
A Confluence MCP server optimized for AI agents, enabling surgical section edit…
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| 43031 |
kwork-mcp
Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
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| 43032 |
memos-mcp-server
Claim
Bridges MCP-compatible IDEs to a local MemOS instance, enabling notes from edit…
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| 43033 |
Vigil
Claim
MCPWatch: observability for MCP servers. One line instruments any Python MCP se…
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| 43034 |
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
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| 43035 |
Jira MCP Server
Claim
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
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| 43036 |
Dify Management MCP
Claim
Allows programmatic management of a Dify instance, including listing and creati…
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| 43037 |
mcp-interactive
Claim
A MCP server that collects interactive user feedback during AI-assisted develop…
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| 43038 |
jupyter-kernel-mcp
Claim
Enables AI agents to execute Python, TypeScript, and JavaScript code in persist…
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| 43039 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 43040 |
Integrates Mailchimp with Claude Desktop, enabling management of audiences, cam…
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| 43041 |
COBOL Bridge MCP Server
Claim
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
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| 43042 |
antigravity-cli-mcp
Claim
MCP server wrapping the agy CLI, enabling querying, web search, and file writin…
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| 43043 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 43044 |
Reverie
Claim
CLI + MCP server that bootstraps persistent project context for any AI agent, s…
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| 43045 |
RuleDEX MCP Server
Claim
Provides AI-powered, context-aware development guidance with tools for coding r…
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| 43046 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 43047 |
Open Helplines
Claim
CC0 open-data registry of community support helplines worldwide. TypeScript MCP…
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| 43048 |
strato-mail-mcp
Claim
Enables Claude to read, send, and manage emails via IMAP/SMTP for Strato mail a…
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| 43049 |
sg-weather-mcp
Claim
Wraps NEA's 2-hour weather forecast API to provide rain alerts for central Sing…
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| 43050 |
Perception RE MCP Server
Claim
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
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