MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36701 |
wyt-mcp
Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
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| 36702 |
daily-hot-mcp
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MCP server for fetching daily hot lists from 30+ sources with built-in caching …
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| 36703 |
CRMy
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Provides AI agents with operational customer context, including typed revenue o…
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| 36704 |
fetch-log-mcp-server
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An MCP server that fetches remote logs from specified IP addresses via HTTP, wi…
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| 36705 |
Latitude.sh MCP Server
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Enables natural language management of Latitude.sh infrastructure, allowing use…
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| 36706 |
Exposes FastAPI routes as MCP tools with auto-discovery, Pydantic schema extrac…
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| 36707 |
echonetlite-mcp
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Enables control of ECHONETLite home automation devices like air conditioners an…
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| 36708 |
Qdrant MCP Server
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Enables interaction with Qdrant vector database for storing, searching, and man…
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| 36709 |
jarvis-mcp-server
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Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
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| 36710 |
Response MCP Server
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Enables agentic SecOps by executing Microsoft Defender XDR response actions (de…
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| 36711 |
voz-knowledge-mcp
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Crawl and archive VOZ threads, with search and summarization capabilities for A…
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| 36712 |
hip4-mcp
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Provides read-only tools for discovering, analyzing, and monitoring Hyperliquid…
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| 36713 |
yandex-tracker-mcp
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MCP server for Yandex Tracker API.
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| 36714 |
spotify-mcp-server
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Enables natural language control of Spotify, including search, playback, and de…
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| 36715 |
Gmail MCP Server
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A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
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| 36716 |
fdd
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| 36717 |
Bitbucket MCP
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MCP server for Bitbucket Cloud, focused on pull-request review workflows
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| 36718 |
ui-diff-mcp
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Enables comparison of mobile app screenshots against design mockups, with Calor…
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| 36719 |
Legacy Loop MCP Server
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Enables AI assistants to create, manage, and discover family gift registries. U…
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| 36720 |
vs-mcp-server
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Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
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| 36721 |
else_when
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| 36722 |
chrome-cookies-mcp
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An MCP server that reads decrypted cookies from a running Chrome instance via t…
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| 36723 |
gleif-mcp-server
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A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 36724 |
mcp-devops-server
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Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 36725 |
SEO MCP Connector
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Local management console and permission wrapper for integrating Google Search C…
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| 36726 |
aula-mcp
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This server enables MCP clients (LLMs) to access data from the Danish school pl…
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| 36727 |
perf-mcp
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Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
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| 36728 |
Git MCP Server
Claim
A secure and scalable Git MCP server giving AI agents powerful version control …
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| 36729 |
polymarket-mcp
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Enables AI agents to discover and analyze prediction markets, execute trades, a…
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| 36730 |
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
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| 36731 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 36732 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 36733 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 36734 |
DevDocs MCP Server
Claim
Enables AI assistants like Claude to search and retrieve technical documentatio…
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| 36735 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 36736 |
youtube-content
Claim
Enables AI-powered YouTube content management using Claude Code to orchestrate …
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| 36737 |
aster-guard
Claim
Enables scanning MCP server configurations for security risks like prompt injec…
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| 36738 |
Enables natural language queries for Porto Alegre's public transport system, in…
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| 36739 |
This MCP server enables AI agents to create Pull Requests in a self-hosted Bitb…
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| 36740 |
COBOL Bridge MCP
Claim
AI-assisted COBOL to modern stack bridge that parses COBOL programs, maps to Py…
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| 36741 |
workshops-mcp
Claim
MCP server to fetch my workshop details.
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| 36742 |
Enables appending structured content to Google Docs and creating Gmail drafts w…
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| 36743 |
AURA MCP Server
Claim
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
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| 36744 |
Free2AITools
Claim
Search, rank, and compare 500K+ AI models from 13+ platforms with VRAM and li…
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| 36745 |
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
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| 36746 |
Fitbit MCP
Claim
Local-first MCP server that connects AI agents to your Fitbit activity, sleep, …
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| 36747 |
Enables creation and editing of Word, Excel, and PowerPoint documents within MC…
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| 36748 |
An MCP server for searching and citing research papers using RAG, enabling sema…
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| 36749 |
A unified MCP server that gives AI agents full access to your Infomaniak kSuite…
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| 36750 |
gitea-mcp
Claim
An MCP server that enables AI assistants to read, create, and manage issues, re…
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