MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44701 |
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
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| 44702 |
gaff-check
Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
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| 44703 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories using PostgreSQL…
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| 44704 |
opm-mcp
Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
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| 44705 |
playwright-slim-mcp
Claim
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
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| 44706 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 44707 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 44708 |
hyperliquid-mcp
Claim
A Model Context Protocol (MCP) server for the Hyperliquid decentralized exchang…
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| 44709 |
licensing
Claim
MCP-native software license keys for AI-built apps — EARLY ACCESS (waitlist, no…
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| 44710 |
swaggbot
Claim
Transforms Swagger/OpenAPI documented APIs into conversational interfaces, enab…
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| 44711 |
docx-editor-mcp
Claim
Enables AI assistants to create, edit, and extract data from Microsoft Word doc…
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| 44712 |
WordPress MCP server: publish posts, AI images, SEO and full site management, s…
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| 44713 |
joplin-mcp
Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
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| 44714 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 44715 |
finance-mcp
Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
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| 44716 |
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
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| 44717 |
mcp-a11y
Claim
Enables auditing web pages for WCAG violations, applying deterministic fixes an…
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| 44718 |
linkshrink-api
Claim
Free privacy-first URL shortener API with analytics and link management. No API…
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| 44719 |
MCP server for headless browser automation via Puppeteer, with stealth anti-det…
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| 44720 |
witness-protocol
Claim
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| 44721 |
Aigist
Claim
Publish & manage shareable HTML/Markdown pages from your LLM, with access contr…
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| 44722 |
hass-mcp-extensions
Claim
An MCP server that layers additional Home Assistant tools on top of voska/hass-…
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| 44723 |
3dstreet
Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
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| 44724 |
agent-commerce-payments-mcp MCP server by MEOK AI Labs
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| 44725 |
Give AI agents autonomous virtual card management via x402 and Stellar USDC
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| 44726 |
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
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| 44727 |
WeatherAI.io MCP Server
Claim
WeatherAI.io gives Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI …
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| 44728 |
reddit-trends-mcp
Claim
Provides Reddit discussion volume trends, growth rates, and top trending topics…
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| 44729 |
notion-mcp-server
Claim
An MCP server for Notion API with optimized token efficiency and full database …
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| 44730 |
walmart-marketplace-mcp
Claim
An MCP server that lets you manage a Walmart Marketplace seller account in plai…
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| 44731 |
bitbucket-mcp-server
Claim
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
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| 44732 |
MadTaco
Claim
Verification and trust checks for AI agents: validate, screen, propose, account…
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| 44733 |
Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + S…
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| 44734 |
au-weather-mcp
Claim
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
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| 44735 |
FastMCP server for Substack — publish Notes and posts, pull analytics, manage d…
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| 44736 |
mcp-google-sheets
Claim
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
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| 44737 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 44738 |
Poetry MCP Server
Claim
Manages poetry catalogs with state-based tracking, thematic connections via nex…
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| 44739 |
yaml-ai-mcp
Claim
AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …
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| 44740 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 44741 |
tacc-mcp-bio
Claim
Enables Claude Code to interact with a TACC or SLURM HPC cluster for bioinforma…
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| 44742 |
codex-agent-mem
Claim
Portable, auditable, local-first MCP memory for MCP-compatible AI agents and co…
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| 44743 |
mcp-oss-onramp
Claim
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
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| 44744 |
arcgis-pflugerville
Claim
Access City of Pflugerville geospatial open data (parcels, zoning, utilities) v…
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| 44745 |
mcp-server-joeleesuh
Claim
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| 44746 |
Homebox MCP Server
Claim
Enables AI assistants to manage inventory items, locations, and labels in a sel…
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| 44747 |
Nutrition data for AI agents: search foods, look up nutrients, parse meals, ana…
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| 44748 |
PostcardAI MCP Server
Claim
Enables AI assistants to create, design, and send physical postcards directly t…
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| 44749 |
Jarvis MCP
Claim
Enables voice conversations with AI assistants directly in the browser, support…
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| 44750 |
Exposes KanexPro CMS API as tools for Claude, enabling product lookup, category…
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