MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57151 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
|
— | ||||||||
| 57152 |
notebooklm-mcp
Claim
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
|
— | ||||||||
| 57153 |
Clark MCP Server
Claim
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
|
— | ||||||||
| 57154 |
rybbit-mcp
Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
|
— | ||||||||
| 57155 |
zerobyte-mcp
Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
|
— | ||||||||
| 57156 |
o365-Admin MCP
Claim
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
|
— | ||||||||
| 57157 |
pointless
Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
|
— | ||||||||
| 57158 |
swt3-mcp
Claim
Cryptographic AI governance and audit. 18 tools, 28 frameworks. EU AI Act, NIST…
|
— | ||||||||
| 57159 |
AIoT MCP Server
Claim
A Model Context Protocol server for AI agents to discover and control IoT devic…
|
— | ||||||||
| 57160 |
Spotify MCP Server
Claim
A robust MCP server that connects Spotify playback, search, and library managem…
|
— | ||||||||
| 57161 |
Hopsworks MCP Server
Claim
Enables LLMs to interact with Hopsworks for platform management, feature store …
|
— | ||||||||
| 57162 |
ChatGPT2LocalBridge
Claim
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
|
— | ||||||||
| 57163 |
taskbounty-mcp-server
Claim
MCP server for [TaskBounty](https://www.task-bounty.com). AI agents fix GitHub …
|
— | ||||||||
| 57164 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
|
— | ||||||||
| 57165 |
Converts between Markdown and Word documents using pandoc, with support for con…
|
— | ||||||||
| 57166 |
An MCP server for GitHub Copilot that enables reading and processing Excel work…
|
— | ||||||||
| 57167 |
copamind-mcp
Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
|
— | ||||||||
| 57168 |
fix-mcp
Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
|
— | ||||||||
| 57169 |
UI Toolkit MCP Server
Claim
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
|
— | ||||||||
| 57170 |
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
|
— | ||||||||
| 57171 |
MCP-Coinglass
Claim
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
|
— | ||||||||
| 57172 |
mcp-code-mode
Claim
Enables safe execution of Python code with AI assistance and integration with M…
|
— | ||||||||
| 57173 |
data-utah
Claim
Enables searching and querying Utah Open Data datasets via the Socrata SoQL API…
|
— | ||||||||
| 57174 |
postgresql-mcp
Claim
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
|
— | ||||||||
| 57175 |
MapNetwork MCP Server
Claim
Generate styled map images (PNG/SVG) for any location, with customizable color …
|
— | ||||||||
| 57176 |
jwt-ai-mcp
Claim
jwt-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 57177 |
Validate design tokens for accessibility, scales, and design-system constraint …
|
— | ||||||||
| 57178 |
govdata-korea
Claim
Cloudflare Workers MCP server: govdata-korea
|
— | ||||||||
| 57179 |
Mnemic
Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
|
— | ||||||||
| 57180 |
Provider resolution for AI apps — search, rank, hold, confirm bookings across y…
|
— | ||||||||
| 57181 |
mcp-hubspot
Claim
An MCP server that uses a browser extension to interact with HubSpot through th…
|
— | ||||||||
| 57182 |
YouTube Knowledge MCP
Claim
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
|
— | ||||||||
| 57183 |
Infraveil MCP server
Claim
A hardened, self-hosted MCP server that lets AI agents query and govern an Infr…
|
— | ||||||||
| 57184 |
Worldku Memory
Claim
Save AI conversations into your Worldku memory and recall them from any MCP cli…
|
— | ||||||||
| 57185 |
Radius MCP Server
Claim
Enables AI agents to authenticate users, manage calendar events, create meeting…
|
— | ||||||||
| 57186 |
Paper Access MCP
Claim
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
|
— | ||||||||
| 57187 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
|
— | ||||||||
| 57188 |
Voyagier
Claim
Book real travel from your agent — flights, hotels & activities behind a price-…
|
— | ||||||||
| 57189 |
VibeSEO
Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
|
— | ||||||||
| 57190 |
CSL MCP Server
Claim
A local MCP server for querying Chinese scientific literature from the CSL data…
|
— | ||||||||
| 57191 |
Dogeshit MCP
Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
|
— | ||||||||
| 57192 |
awsome_kali_MCPServers
Claim
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
|
— | ||||||||
| 57193 |
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
|
— | ||||||||
| 57194 |
writing-assistant-ai-mcp
Claim
Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, sco…
|
— | ||||||||
| 57195 |
MCP RepoBridge
Claim
Enables safe repository inspection and Docker-sandboxed command execution via M…
|
— | ||||||||
| 57196 |
Webeyez MCP: Access UX session replays, conversion funnels, errors, and perform…
|
— | ||||||||
| 57197 |
grocery-mcp
Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
|
— | ||||||||
| 57198 |
electron-mcp
Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
|
— | ||||||||
| 57199 |
Windows-MCP
Claim
Enables AI agents to interact with the Windows operating system, performing tas…
|
— | ||||||||
| 57200 |
Modulos Demo Booking
Claim
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
|
— | ||||||||