MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52651 |
tome-mcp
Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
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| 52652 |
claude_mcp_server
Claim
A CLI chat application enabling interactive conversations with AI models via th…
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| 52653 |
Trading212 MCP Server
Claim
Enables AI agents to manage Trading212 brokerage accounts, including portfolio …
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| 52654 |
An enterprise-grade AI processing platform that provides advanced code analysis…
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| 52655 |
road-poneglyph
Claim
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
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| 52656 |
indian-option-mcp
Claim
MCP Server for Indian Options — Real-time option chains, Greeks, 34+ strategies…
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| 52657 |
bgagents
Claim
Enables turning AI code agents like Anthropic Claude and OpenAI Codex into back…
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| 52658 |
limex-mcp
Claim
Enables research queries and billing management through the Limex hosted API.
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| 52659 |
CAST Dashboard MCP server for compliance, quality, and technical debt insights …
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| 52660 |
Bixi MCP Server
Claim
Provides real-time access to Montreal's Bixi bike-sharing data through the GBFS…
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| 52661 |
evite-mcp
Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
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| 52662 |
CRMy
Claim
Provides AI agents with operational customer context, including typed revenue o…
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| 52663 |
claude-max-mcp
Claim
An MCP server that enables any AI agent to call Claude using your existing Max/…
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| 52664 |
wyt-mcp
Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
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| 52665 |
daily-hot-mcp
Claim
MCP server for fetching daily hot lists from 30+ sources with built-in caching …
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| 52666 |
echonetlite-mcp
Claim
Enables control of ECHONETLite home automation devices like air conditioners an…
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| 52667 |
Exposes FastAPI routes as MCP tools with auto-discovery, Pydantic schema extrac…
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| 52668 |
Latitude.sh MCP Server
Claim
Enables natural language management of Latitude.sh infrastructure, allowing use…
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| 52669 |
fetch-log-mcp-server
Claim
An MCP server that fetches remote logs from specified IP addresses via HTTP, wi…
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| 52670 |
openfinance
Claim
Connect your financial accounts to view balances, search transactions, and get …
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| 52671 |
Qdrant MCP Server
Claim
Enables interaction with Qdrant vector database for storing, searching, and man…
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| 52672 |
MCP server for read-only MySQL database queries in Claude Desktop
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| 52673 |
jarvis-mcp-server
Claim
Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
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| 52674 |
Response MCP Server
Claim
Enables agentic SecOps by executing Microsoft Defender XDR response actions (de…
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| 52675 |
crypto-intel-mcp
Claim
Provides crypto market intelligence including price quotes, momentum analysis, …
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| 52676 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 52677 |
spotify-mcp-server
Claim
Enables natural language control of Spotify, including search, playback, and de…
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| 52678 |
voz-knowledge-mcp
Claim
Crawl and archive VOZ threads, with search and summarization capabilities for A…
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| 52679 |
hip4-mcp
Claim
Provides read-only tools for discovering, analyzing, and monitoring Hyperliquid…
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| 52680 |
yandex-tracker-mcp
Claim
MCP server for Yandex Tracker API.
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| 52681 |
Gmail MCP Server
Claim
A Model Context Protocol (MCP) server that enables Claude Desktop to interact w…
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| 52682 |
ui-diff-mcp
Claim
Enables comparison of mobile app screenshots against design mockups, with Calor…
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| 52683 |
Bitbucket MCP
Claim
MCP server for Bitbucket Cloud, focused on pull-request review workflows
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| 52684 |
fdd
Claim
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| 52685 |
Legacy Loop MCP Server
Claim
Enables AI assistants to create, manage, and discover family gift registries. U…
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| 52686 |
else_when
Claim
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| 52687 |
gleif-mcp-server
Claim
A Model Context Protocol server that provides access to the GLEIF REST API for …
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| 52688 |
vs-mcp-server
Claim
Controls Visual Studio 2022 through MCP using COM/DTE automation, enabling file…
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| 52689 |
chrome-cookies-mcp
Claim
An MCP server that reads decrypted cookies from a running Chrome instance via t…
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| 52690 |
mcp-devops-server
Claim
Enables AI assistants to perform DevOps tasks including Kubernetes management, …
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| 52691 |
mcp-server-quest
Claim
Comprehensive quest orchestration system with KĀDI broker integration, multi-ch…
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| 52692 |
aula-mcp
Claim
This server enables MCP clients (LLMs) to access data from the Danish school pl…
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| 52693 |
Git MCP Server
Claim
A secure and scalable Git MCP server giving AI agents powerful version control …
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| 52694 |
gomag-mcp
Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
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| 52695 |
SEO MCP Connector
Claim
Local management console and permission wrapper for integrating Google Search C…
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| 52696 |
polymarket-mcp
Claim
Enables AI agents to discover and analyze prediction markets, execute trades, a…
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| 52697 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 52698 |
Enables AI agents to create and edit Zoho Analytics chart reports, run SQL quer…
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| 52699 |
perf-mcp
Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
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| 52700 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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