MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42901 |
Sage MCP
Claim
An academic research server that provides LLMs with full-text search and retrie…
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| 42902 |
Velociraptor MCP Server
Claim
Enables AI agents to interface with Velociraptor for digital forensics and inci…
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| 42903 |
Mevzuat MCP
Claim
Provides programmatic access to the Turkish Ministry of Justice Legislation Inf…
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| 42904 |
Market Data MCP Server
Claim
Enables fetching market and options data including OHLCV prices, option chains,…
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| 42905 |
Provides comprehensive codebase analysis and semantic understanding through int…
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| 42906 |
optionsahoy-mcp
Claim
Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…
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| 42907 |
User agent string parser API for AI agents. Parse any user agent into structure…
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| 42908 |
mcp-playwright-test
Claim
An MCP server that automates Playwright-based UI and API testing, supporting te…
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| 42909 |
Archergate
Claim
Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 42910 |
memanto-mcp
Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
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| 42911 |
vibeMK
Claim
Enables complete management of CheckMK monitoring environments through natural …
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| 42912 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 42913 |
vsfclub1
Claim
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| 42914 |
MCP Metaculus Server
Claim
Retrieves historical prediction data, community forecasts, and user comments fr…
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| 42915 |
Ember MCP
Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
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| 42916 |
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
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| 42917 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
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| 42918 |
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
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| 42919 |
Update Night MCP
Claim
Provides tools for AI assistants to search and explore the Update Night catalog…
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| 42920 |
n8n-mcp
Claim
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| 42921 |
Hiito MCP Server
Claim
Enables AI assistants to query nearby parties, retrieve party details, and gene…
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| 42922 |
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
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| 42923 |
vikunja-mcp
Claim
Enables AI assistants to interact with Vikunja task management via ergonomic an…
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| 42924 |
Martin Loop
Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
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| 42925 |
Slack
Claim
Manage workspace communications by sending messages, replying to threads, and s…
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| 42926 |
Midjourney MCP Server
Claim
Enable your AI assistant to generate stunning images and perform various action…
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| 42927 |
central-mcp-server
Claim
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
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| 42928 |
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
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| 42929 |
Kluster.ai Verify MCP
Claim
Enables fact-checking of AI responses against reliable sources and validation o…
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| 42930 |
mcp-bundesbank-de
Claim
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
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| 42931 |
foundersignal
Claim
Find SaaS ideas worth building. Revenue data, growth signals and pain points fr…
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| 42932 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
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| 42933 |
ThinkingCap
Claim
Multi-agent research server that runs multiple LLM providers in parallel with w…
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| 42934 |
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
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| 42935 |
noll-workshop
Claim
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| 42936 |
SpeechPulse
Claim
Analyzes speech audio to detect emotions, urgency, and sarcasm using prosodic f…
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| 42937 |
ralph-wiggum-mcp
Claim
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
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| 42938 |
Codemagic MCP Server
Claim
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
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| 42939 |
voidmob-mcp
Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
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| 42940 |
MCP Novel Assistant
Claim
A novel management tool that uses SQLite database to store and manage novel inf…
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| 42941 |
smithery-loudie
Claim
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| 42942 |
Color Palette
Claim
Create harmonious color palettes based on theory and convert colors between for…
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| 42943 |
atom_of_thoughts
Claim
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| 42944 |
Fursat
Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
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| 42945 |
quantum_echo
Claim
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| 42946 |
currency-converter-ai-mcp MCP server by MEOK AI Labs
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| 42947 |
A TypeScript implementation of a Model Context Protocol server that enables rea…
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| 42948 |
youtube-watchlater-mcp
Claim
Fetches your YouTube Watch Later playlist using yt-dlp with browser cookies, by…
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| 42949 |
Public MCP server for Makuri, an EU-compliant AI tutoring platform for immigran…
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| 42950 |
mcp_sererver
Claim
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