MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 4 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30501 |
Full automation for Japan's SSW visa. 42 MCP tools for application pattern dete…
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| 30502 |
Cryptographic hash generation API for AI agents. Generate MD5, SHA1, SHA256, SH…
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| 30503 |
google-connections-mcp
Claim
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
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| 30504 |
Enables exposing MCP tools over HTTP using Python and FastAPI, allowing AI assi…
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| 30505 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 30506 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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| 30507 |
vibe-code-mcp
Claim
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
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| 30508 |
browser-mcp
Claim
A Model Control Protocol server that enables AI agents to perform web browsing …
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| 30509 |
Quadratik.AI
Claim
The B2B data architecture for high‑growth teams.
Leverage 100B+ validated globa…
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| 30510 |
Replit MCP Server
Claim
A production-ready MCP server for coding workflows on Replit, enabling file man…
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| 30511 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
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| 30512 |
MCP server for Drop Beacon (edc4me.com) — search and explore 80,000+ EDC produc…
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| 30513 |
magic-api-mcp-server
Claim
Enables AI assistants to interact with Magic-API development environment, suppo…
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| 30514 |
Enables LLMs to search and retrieve Japanese real estate data through unified a…
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| 30515 |
compare-cli-mcp
Claim
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
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| 30516 |
Aigregator AI Tools
Claim
Search, compare, and retrieve structured data on 5,336+ AI tools. Get pricing…
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| 30517 |
rsd-toy
Claim
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| 30518 |
meetup-mcp-server
Claim
An MCP server for automating Meetup event tracking with an AI agent. It equips …
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| 30519 |
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
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| 30520 |
Firefly III MCP Server
Claim
Enables AI assistants to manage Firefly III personal finance accounts and trans…
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| 30521 |
kwork-mcp
Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
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| 30522 |
memory-bank-mcp-mongodb
Claim
MCP server for MongoDB-powered memory bank management with multi-project isolat…
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| 30523 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 30524 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
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| 30525 |
A streamlined foundation for building Model Context Protocol servers in Python,…
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| 30526 |
gunsnation-mcp
Claim
The Gunsnation MCP Server is a lightweight integration layer that exposes the G…
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| 30527 |
MCP CNES
Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
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| 30528 |
Real Estate MCP Server
Claim
Enables real estate property searches with location and criteria filtering, plu…
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| 30529 |
DataNexus MCP
Claim
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
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| 30530 |
An MCP server that exposes the XTB trading API, allowing users to interact with…
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| 30531 |
YouTube Scraping Server
Claim
Provide advanced YouTube data extraction and analysis capabilities including mu…
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| 30532 |
ios-agent-driver
Claim
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
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| 30533 |
agentloop
Claim
MCP server that enables AI agents to run a deterministic orchestration loop wit…
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| 30534 |
Pinako AI Bridge
Claim
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
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| 30535 |
ctxl-mcp
Claim
Personal context management for AI assistants
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| 30536 |
Enables comprehensive collection and analysis of ClaudeCode development session…
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| 30537 |
mk-qa-master
Claim
AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Ma…
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| 30538 |
business-day-mcp
Claim
MCP server for business-day arithmetic with country-aware holiday calendars. It…
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| 30539 |
agent-tools-mcp
Claim
Enables MCP-compatible agents to discover and call x402 paid services from a di…
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| 30540 |
Monti APM MCP Server
Claim
Enables AI assistants to interact with Monti APM for Meteor application perform…
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| 30541 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 30542 |
mcp
Claim
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| 30543 |
Roblox 3D Generator MCP
Claim
Generates JSON for Roblox Studio 3D models from natural language prompts using …
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| 30544 |
Patent Intelligence MCP
Claim
Patent search, USPTO data, patent landscape & pgvector prior-art search for age…
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| 30545 |
An MCP server that decides whether each step of an agent requires cheap intuiti…
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| 30546 |
agent-device
Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
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| 30547 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 30548 |
vibecom-growth
Claim
AI growth agent for technical founders. Generate and distribute content from yo…
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| 30549 |
screenshot-mcp
Claim
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
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| 30550 |
fiware-orion-mcp
Claim
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
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