MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1651 |
mcp-browser-agent
Claim
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
|
B 79 5⁄4 | ||||||||
| 1652 |
ComfyUI MCP Server
Claim
Generate and refine AI images/audio/video through natural conversation.
|
B 79 5⁄4 | ||||||||
| 1653 |
MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant in…
|
B 79 5⁄5 | ||||||||
| 1654 |
MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citatio…
|
B 79 5⁄5 | ||||||||
| 1655 |
Provides access to up-to-date Ilograph documentation and syntax validation capa…
|
B 79 5⁄5 | ||||||||
| 1656 |
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
B 79 5⁄5 | ||||||||
| 1657 |
Provides conversational access to a local CVE (Common Vulnerabilities and Expos…
|
B 79 5⁄5 | ||||||||
| 1658 |
Enables financial professionals to interact with QuickBooks Online using natura…
|
B 79 5⁄5 | ||||||||
| 1659 |
19-chain DeFi gateway for AI assistants for Menese Protocol
|
B 79 5⁄4 | ||||||||
| 1660 |
Provides automated login functionality for localhost web applications using pre…
|
B 79 5⁄5 | ||||||||
| 1661 |
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
|
B 79 5⁄4 | ||||||||
| 1662 |
Service that lets AI Agents search, register, and configure domains
|
B 79 5⁄4 | ||||||||
| 1663 |
Costa Rican legislation via MCP — full-text search across statutes and provisio…
|
B 79 5⁄4 | ||||||||
| 1664 |
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
|
B 79 5⁄5 | ||||||||
| 1665 |
Connect Claude AI to ServiceNow with 19 tools and 5 resources for incidents, CM…
|
B 79 5⁄4 | ||||||||
| 1666 |
AWS Single Sign-On (SSO) integration enabling AI systems to securely interact w…
|
B 79 5⁄5 | ||||||||
| 1667 |
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
|
B 79 5⁄5 | ||||||||
| 1668 |
An MCP server that allows secure execution of macOS terminal commands through C…
|
B 79 5⁄5 | ||||||||
| 1669 |
MCPlex-AI-v1.0
Claim
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
|
B 79 5⁄4 | ||||||||
| 1670 |
hermes-mcp
Claim
Elixir Model Context Protocol (MCP) SDK
|
B 79 5⁄4 | ||||||||
| 1671 |
An MCP server that enables high-speed Android screenshot capture with ~50ms lat…
|
B 79 5⁄4 | ||||||||
| 1672 |
Enables AI assistants to validate LPC code and examine compiled bytecode using …
|
B 79 5⁄4 | ||||||||
| 1673 |
Octagon AI Agents to integrate private and public market data
|
B 79 5⁄5 | ||||||||
| 1674 |
omen
Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
|
B 79 5⁄4 | ||||||||
| 1675 |
Enables executing mgit push operations to manage and synchronize multiple Git r…
|
B 79 5⁄4 | ||||||||
| 1676 |
Enables AI applications to interact with Instagram Business accounts through th…
|
B 79 5⁄5 | ||||||||
| 1677 |
Baidu Map MCP Server
|
B 79 6⁄6 | ||||||||
| 1678 |
Persistent AI memory with SQLite hybrid search (FTS5 + semantic). Built-in Qwen…
|
B 79 5⁄4 | ||||||||
| 1679 |
Enables Claude to interact with Oscribble task projects through natural languag…
|
B 79 5⁄4 | ||||||||
| 1680 |
Enables AI assistants to process documents, images, audio, and video via MCP pr…
|
B 79 5⁄4 | ||||||||
| 1681 |
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
|
B 79 5⁄5 | ||||||||
| 1682 |
Enables AI-powered medical information retrieval through FHIR clinical document…
|
B 79 5⁄5 | ||||||||
| 1683 |
Enables read-only Linux system diagnostics and troubleshooting on local and rem…
|
B 79 5⁄5 | ||||||||
| 1684 |
Enables processing and translating SRT subtitle files with intelligent conversa…
|
B 79 5⁄5 | ||||||||
| 1685 |
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
|
B 79 5⁄4 | ||||||||
| 1686 |
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
B 79 5⁄5 | ||||||||
| 1687 |
Enables AI assistants to control FL Studio through MIDI communication, providin…
|
B 79 5⁄5 | ||||||||
| 1688 |
Enables Claude to interact with physical iOS devices running Expo development b…
|
B 79 5⁄5 | ||||||||
| 1689 |
Enables AI assistants to interact with Clockify time tracking API to manage tim…
|
B 79 5⁄5 | ||||||||
| 1690 |
A persistent AI memory server that enables storage and retrieval of context and…
|
B 79 5⁄5 | ||||||||
| 1691 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1692 |
easyshell
Claim
Model Context Protocol server for EasyShell: manage hosts, execute scripts, orc…
|
B 79 5⁄4 | ||||||||
| 1693 |
Enables AI agents to interact with live Shopify stores through Admin and Storef…
|
B 79 5⁄5 | ||||||||
| 1694 |
Git-driven MCP server that manages and provides prompt templates with Handlebar…
|
B 79 5⁄5 | ||||||||
| 1695 |
Enables control of Android devices via ADB for automation and testing. Supports…
|
B 79 5⁄4 | ||||||||
| 1696 |
Generate production-ready images from text prompts. AI-powered design API with …
|
B 79 5⁄5 | ||||||||
| 1697 |
apollo-proxy
Claim
26 AI tools: DeFi, OSINT, crypto, intel feeds, search, proxy. x402 micropayment…
|
B 79 5⁄4 | ||||||||
| 1698 |
Enables interaction with Trello through direct API passthrough with multi-accou…
|
B 79 5⁄5 | ||||||||
| 1699 |
Connects AI agents and developers to structured blockchain data across multiple…
|
B 79 5⁄5 | ||||||||
| 1700 |
A connector for LLMs to work with collections and sources on your Zotero Cloud
|
B 79 5⁄5 | ||||||||