MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35651 |
searxng-deepdive
Claim
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
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| 35652 |
MCP Server Template
Claim
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 35653 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 35654 |
dalicore-mcp-client
Claim
Streamlined MCP server with 8 essential tools for file operations, code editing…
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| 35655 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 35656 |
nrs_llm
Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
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| 35657 |
Binance MCP Server
Claim
Provides Binance futures market data, trading capabilities, and technical indic…
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| 35658 |
yapi-mcp-server
Claim
MCP server for YApi integration that generates TypeScript types, mock data, and…
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| 35659 |
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
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| 35660 |
klydo-mcp
Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
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| 35661 |
bazaar-mcp
Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
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| 35662 |
LPC MCP Server
Claim
Enables AI assistants to understand and query LPC codebases through natural lan…
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| 35663 |
,
Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
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| 35664 |
openchronicle-mcp
Claim
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 35665 |
agent-trade-kit
Claim
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
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| 35666 |
mcp-dropbox
Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 35667 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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| 35668 |
mcp-react-frontend
Claim
Enables AI agents to analyze and scaffold React/Next.js applications enforcing …
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| 35669 |
GalaxyMCP Server
Claim
A Model Context Protocol server for AI persona management with JIRA integration…
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| 35670 |
Provides access to the ClinicalTrials.gov API, enabling search, analysis, and r…
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| 35671 |
MCP Server
Claim
A region-independent backend service for AWS operations with credential validat…
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| 35672 |
codex-mcp-server
Claim
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
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| 35673 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 35674 |
SkillGuard
Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
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| 35675 |
Outlook MCP Server
Claim
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
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| 35676 |
A multimodal meal planning agent that uses Gemini Vision to analyze fridge phot…
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| 35677 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 35678 |
mealie-mcp
Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 35679 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 35680 |
brain-mcp
Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 35681 |
VibeScout
Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
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| 35682 |
osrs-stat
Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
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| 35683 |
Uiverse MCP Tool
Claim
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
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| 35684 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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| 35685 |
Blekline MCP Server
Claim
Provides AI ingress governance by masking prompts, classifying risk, and enforc…
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| 35686 |
Orbiads
Claim
# OrbiAds — Google Ad Manager MCP Server
…
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| 35687 |
mcp-apis-guru
Claim
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
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| 35688 |
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
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| 35689 |
GitHub MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 35690 |
mcp-kaggle-tool
Claim
MCP server for Kaggle API integration that allows creating, running, and managi…
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| 35691 |
Provides comprehensive World of Warcraft guild analytics, player character anal…
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| 35692 |
Kevros
Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
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| 35693 |
Web Scraper MCP Server
Claim
Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 35694 |
market-data-mcp
Claim
Provides live US stock quotes and historical price data via MCP tools.
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| 35695 |
revit-mcp
Claim
Enables AI to interact with Revit via MCP, allowing data retrieval and element …
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| 35696 |
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
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| 35697 |
DocShark
Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 35698 |
Stitch-MCP
Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 35699 |
dissid-audit-mcp
Claim
Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
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| 35700 |
remote-mcp-mem0
Claim
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
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