MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39301 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 39302 |
mmar-mcp-server
Claim
Enables creation of complete metamodels and model instances through natural lan…
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| 39303 |
a11y-learning-guide
Claim
Guides users to official WCAG and W3C resources for learning web accessibility,…
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| 39304 |
tmux-mcp
Claim
Allows AI assistants to create, manage, and interact with tmux sessions, window…
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| 39305 |
Solplanet MCP
Claim
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
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| 39306 |
Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…
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| 39307 |
data-cityofnewyork
Claim
Enables querying NYC Open Data datasets using natural language, with tools to s…
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| 39308 |
Delia
Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
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| 39309 |
BNDY MCP Server
Claim
Enables AI assistants to search and create venues and artists, and create event…
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| 39310 |
Meta Ad Library MCP
Claim
Production MCP server for querying the official Meta Ad Library API to search a…
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| 39311 |
mcp-telegram-claudecode
Claim
Enables Claude Code to send and receive messages via Telegram for remote intera…
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| 39312 |
things-mcp
Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
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| 39313 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 39314 |
nyc-friend
Claim
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| 39315 |
oscp-companion
Claim
Provides structured pentesting methodology knowledge base with 7 read-only tool…
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| 39316 |
Jira MCP Server
Claim
A Model Context Protocol server that enables AI applications to interact with J…
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| 39317 |
Scryfall MCP Server
Claim
MCP server for searching and retrieving Magic: The Gathering card information v…
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| 39318 |
hyperliquid-mcp
Claim
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
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| 39319 |
sienge-mcp
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| 39320 |
This server enables AI to match Figma design nodes with React components from S…
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| 39321 |
partnerlens-mcp
Claim
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
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| 39322 |
Cakemail API MCP Server
Claim
An MCP server that provides AI agents with direct access to authoritative Cakem…
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| 39323 |
VecGrep
Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
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| 39324 |
tweetly
Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
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| 39325 |
claude-journal
Claim
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
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| 39326 |
Airesearch
Claim
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| 39327 |
mcp-open-library
Claim
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| 39328 |
Intervals.icu MCP Server
Claim
Enables interaction with Intervals.icu data, including activities, wellness, an…
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| 39329 |
manoj-mcp
Claim
A personal MCP server that enables Claude to interact with Jira, Confluence, Gm…
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| 39330 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 39331 |
Apstra MCP Server
Claim
Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 39332 |
glpi-mcp-server
Claim
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
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| 39333 |
obsidian-mcp
Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
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| 39334 |
apex-memory
Claim
Persistent memory for AI coding agents. Enables agents to save and recall decis…
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| 39335 |
korg-recall-mcp
Claim
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
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| 39336 |
XP-MCP
Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
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| 39337 | — | |||||||||
| 39338 |
HubSpot MCP Server
Claim
Enables AI clients to seamlessly take HubSpot actions and interact with your Hu…
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| 39339 |
Iris
Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
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| 39340 |
EVE-NG MCP Server
Claim
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
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| 39341 |
vision
Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
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| 39342 |
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
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| 39343 |
VoiceVox MCP Server
Claim
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
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| 39344 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
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| 39345 |
whatsapp-mcp
Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
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| 39346 |
voice-truthgate-mcp
Claim
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
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| 39347 |
QA Testing MCP Server
Claim
Enables AI agents to perform comprehensive web application testing including vi…
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| 39348 |
Google Drive MCP
Claim
Enables Claude to read, create, update, and manage files in Google Drive throug…
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| 39349 |
WariMCP
Claim
A unified MCP server for West African payment providers, enabling AI agents and…
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| 39350 |
Cohearence
Claim
Track, curate, and analyze data about your health, habits, and goals.
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