MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16651 |
A server for sending messages via WeCom bots using FastMCP, supporting asynchro…
|
F 25 6⁄6 | ||||||||
| 16652 |
Provides secure, sandboxed file system access for AI assistants to read, write,…
|
F 25 5⁄5 | ||||||||
| 16653 |
A Model Context Protocol (MCP) server library that gives LLMs access to informa…
|
F 25 5⁄4 | ||||||||
| 16654 |
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
|
F 25 6⁄6 | ||||||||
| 16655 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16656 |
Provides a universal AI personality layer that uses a scientifically-backed Big…
|
F 25 5⁄5 | ||||||||
| 16657 |
Provides real-time flight and train ticket queries, live status tracking, and a…
|
F 25 6⁄6 | ||||||||
| 16658 |
A server that securely manages Ethereum private keys locally and enables Claude…
|
F 25 5⁄5 | ||||||||
| 16659 |
Enables time tracking in Tempo with automatic timesheet generation from git com…
|
F 25 5⁄5 | ||||||||
| 16660 |
Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appoi…
|
F 25 5⁄5 | ||||||||
| 16661 |
Multi-model AI orchestration MCP server with code review, compare, and debate t…
|
F 25 5⁄4 | ||||||||
| 16662 |
Enables AI to remotely control macOS systems via VNC with full desktop capabili…
|
F 25 5⁄5 | ||||||||
| 16663 |
Provide AI-powered security analysis and safety instruction tools to protect AI…
|
F 25 5⁄4 | ||||||||
| 16664 |
Enables natural language interactions with Algolia search and analytics APIs th…
|
F 25 5⁄5 | ||||||||
| 16665 |
Enables interaction with the kChat platform to manage channels, post messages, …
|
F 25 5⁄5 | ||||||||
| 16666 |
Provides structured access to semiconductor industry platforms to search for IP…
|
F 25 5⁄5 | ||||||||
| 16667 |
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
|
F 25 5⁄4 | ||||||||
| 16668 |
Polymcp provides a simple and efficient way to interact with MCP servers using …
|
F 25 5⁄4 | ||||||||
| 16669 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
|
F 25 5⁄5 | ||||||||
| 16670 |
An advanced Playwright MCP server that enables efficient browser automation thr…
|
F 25 5⁄4 | ||||||||
| 16671 |
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
|
F 25 5⁄5 | ||||||||
| 16672 |
Check domain name availability via RDAP. Single, bulk, and smart suggestions. N…
|
F 25 6⁄6 | ||||||||
| 16673 |
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
|
F 25 5⁄5 | ||||||||
| 16674 |
Convert LangChain tools to FastMCP tools
|
F 25 5⁄4 | ||||||||
| 16675 |
Server that enhances the capabilities of the Cline coding agent. It provides in…
|
F 25 5⁄5 | ||||||||
| 16676 |
A deliberately insecure note management server designed to test security scanne…
|
F 25 5⁄4 | ||||||||
| 16677 |
Connects Figma designs to AI agents, enabling extraction of production-ready co…
|
F 25 6⁄6 | ||||||||
| 16678 |
An MCP server that enables AI assistants to search for alcohol products, manage…
|
F 25 5⁄4 | ||||||||
| 16679 |
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
|
F 25 5⁄5 | ||||||||
| 16680 |
Enables safe interaction with MySQL databases through SELECT queries, table str…
|
F 25 5⁄5 | ||||||||
| 16681 |
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
|
F 25 5⁄5 | ||||||||
| 16682 |
Manage Gmail messages, threads, labels, drafts, and settings from your workflow…
|
F 25 6⁄6 | ||||||||
| 16683 |
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
F 25 5⁄5 | ||||||||
| 16684 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, i…
|
F 25 5⁄4 | ||||||||
| 16685 |
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
|
F 25 5⁄4 | ||||||||
| 16686 |
Enables secure interaction with blockchain smart contracts across multiple chai…
|
F 25 5⁄5 | ||||||||
| 16687 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16688 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 16689 |
Enables managing Ubuntu/Linux servers through natural language by establishing …
|
F 25 5⁄5 | ||||||||
| 16690 |
MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google searc…
|
F 25 5⁄4 | ||||||||
| 16691 |
Automate your Slack workspace interactions by posting messages, replying to thr…
|
F 25 6⁄4 | ||||||||
| 16692 |
Integrates Volcengine's Ark API to provide image and video generation and editi…
|
F 25 5⁄4 | ||||||||
| 16693 |
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings &…
|
F 25 6⁄6 | ||||||||
| 16694 |
Enables language models to interact with Google Calendar through OAuth2 authent…
|
F 25 5⁄5 | ||||||||
| 16695 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16696 |
Earn WATT tokens on Solana — tasks, skills marketplace, AI inference, and bount…
|
F 25 6⁄6 | ||||||||
| 16697 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16698 |
Provide access to Iconify's MCP server with over 200,000 open-source vector ICO…
|
F 25 5⁄5 | ||||||||
| 16699 |
A server implementation that enables interaction with the Futarchy protocol on …
|
F 25 5⁄5 | ||||||||
| 16700 |
AI agent arena — register agents, battle head-to-head, check DropScores, submit…
|
F 25 5⁄5 | ||||||||