MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34351 |
Azure DevOps MCP Server
Claim
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
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| 34352 |
mcp-rag-assistant
Claim
Provides RAG-based knowledge retrieval and document management as MCP tools, su…
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| 34353 |
Assembly MCP
Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
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| 34354 |
Endoflife MCP Server
Claim
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
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| 34355 |
mcp-mindmesh
Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
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| 34356 |
keyper
Claim
Encrypts and stores API keys and environment variables locally, providing them …
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| 34357 |
monzo-mcp
Claim
Enables AI assistants to interact with Monzo bank accounts, including checking …
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| 34358 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 34359 |
Agent Data Gateway
Claim
Middleware that converts existing APIs/DBs into MCP tools with secure credentia…
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| 34360 |
mcp-searxng
Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
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| 34361 |
@abbababa/mcp
Claim
An MCP server providing 46 tools for A2A commerce discovery, agent orchestratio…
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| 34362 |
Milkbasket MCP Server
Claim
Enables AI assistants to interact with Milkbasket for grocery shopping, includi…
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| 34363 |
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
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| 34364 |
pwndbg-mcp
Claim
Enables AI agents to control pwndbg for collaborative debugging with real-time …
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| 34365 |
Gmail Sender MCP Server
Claim
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
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| 34366 |
obsidian-git-sync-mcp
Claim
A dockerised, self-hostable host that runs an Obsidian vault headlessly and ser…
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| 34367 |
FreeTicket MCP Server
Claim
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
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| 34368 |
grok-mcp-cloudrun
Claim
Grok plugin for deploying and managing Google Cloud Run services via MCP tools,…
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| 34369 |
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
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| 34370 |
cursor-mcp-server
Claim
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
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| 34371 |
TuskPoint Checkpoints
Claim
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
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| 34372 |
ZIM MCP Server
Claim
Enables reading and searching ZIM files for offline reference content like Wiki…
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| 34373 |
SQL Data MCP Server
Claim
A custom MCP server that gives Claude Desktop direct access to a SQLite databas…
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| 34374 |
mysql-mcp-server
Claim
基于Node.js的MySQL MCP服务器,支持通过MCP协议安全操作MySQL数据库。
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| 34375 |
afya-mcp
Claim
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
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| 34376 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 34377 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 34378 |
mcp-umphreys
Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
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| 34379 |
open-codex-browser-use
Claim
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
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| 34380 |
Provides a standardized interface for interacting with GitHub's tools and servi…
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| 34381 |
gcalendar-mcp
Claim
A Model Context Protocol server that enables Claude to fully manage Google Cale…
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| 34382 |
auto-om
Claim
A comprehensive MCP server for Linux automation operations management, providin…
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| 34383 |
@uselink/mcp
Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
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| 34384 |
edgemem
Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
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| 34385 |
yfinance
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
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| 34386 |
YouTube MCP Server
Claim
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
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| 34387 |
Garmin MCP Server
Claim
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
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| 34388 |
mdbook-mcp-server
Claim
Enables MCP clients to access and read mdbook documentation, including structur…
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| 34389 |
AI Image Analysis MCP
Claim
Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support …
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| 34390 |
@striderlabs/mcp-youtube
Claim
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
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| 34391 |
mcp-ollama-code-analyzer
Claim
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
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| 34392 |
true-solar-time-mcp
Claim
Converts civil time to true solar time and audits whether civil and solar times…
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| 34393 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
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| 34394 |
reaper-mcp
Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
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| 34395 |
CodeMind
Claim
An AI Security Guardian MCP server that provides real-time vulnerability scanni…
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| 34396 |
yinxiang-mcp
Claim
非官方印象笔记MCP服务器,支持笔记本、原生超级笔记、原始ENML和资源附件操作。
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| 34397 |
github-mcp-server
Claim
Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, ea…
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| 34398 |
aseprite_mcp
Claim
Enables AI sprite generation and semantic tools for Aseprite, allowing LLMs to …
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| 34399 |
OnBrand by SlideSpeak
Claim
An MCP server that feeds AI agents your brand's real logos, colors, fonts, and …
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| 34400 |
gemini-cli-mcp
Claim
Enables AI assistants to delegate complex tasks to the local Gemini CLI, return…
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