MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21251 |
A Model Context Protocol server that enables AI agents to retrieve and understa…
|
B 71 4⁄4 | ||||||||
| 21252 |
|
B 71 3⁄3 | ||||||||
| 21253 |
Persistent decision memory and contradiction detection for AI coding agents. En…
|
B 71 3⁄3 | ||||||||
| 21254 |
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
|
B 71 3⁄3 | ||||||||
| 21255 |
d2mcp
Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
|
B 71 4⁄3 | ||||||||
| 21256 |
Enables AI assistants to interact with Linear's project management system throu…
|
B 71 4⁄4 | ||||||||
| 21257 |
Simulate hundreds of AI agents to predict how communities react to events and p…
|
B 71 3⁄3 | ||||||||
| 21258 |
Enables translation management through Smartling's API, supporting project and …
|
B 71 4⁄4 | ||||||||
| 21259 |
Provides programmable access to Ghostfolio portfolio management and financial d…
|
B 71 3⁄3 | ||||||||
| 21260 |
Code intelligence MCP server: impact analysis, dependency graphs, dead code det…
|
B 71 4⁄3 | ||||||||
| 21261 |
Enables control of Kodi media center through MCP protocol, supporting playback …
|
B 71 4⁄4 | ||||||||
| 21262 |
MCPSharp
Claim
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) se…
|
B 71 3⁄3 | ||||||||
| 21263 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21264 |
A simple TypeScript library for creating Model Context Protocol (MCP) servers w…
|
B 71 4⁄3 | ||||||||
| 21265 |
mcp-toolkit
Claim
a lib to build MCP clients and MCP servers in Clojure(script)
|
B 71 3⁄3 | ||||||||
| 21266 |
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
|
B 71 4⁄3 | ||||||||
| 21267 |
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
|
B 71 3⁄3 | ||||||||
| 21268 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21269 |
MCP server for npm package management — 36 tools for publish, version, search, …
|
B 71 3⁄3 | ||||||||
| 21270 |
Enables AI assistants to perform authorized penetration testing and security as…
|
B 71 4⁄3 | ||||||||
| 21271 |
MCP server for Kibana / Elasticsearch — log search, aggregations, index discove…
|
B 71 3⁄3 | ||||||||
| 21272 |
Verifiable microtask protocol for AI agent collaboration. Task lifecycle, valid…
|
B 71 3⁄3 | ||||||||
| 21273 |
Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) includi…
|
B 71 4⁄4 | ||||||||
| 21274 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 21275 |
A Python MCP server enabling programmatic interaction with Aseprite for pixel a…
|
B 70 4⁄3 | ||||||||
| 21276 |
Model Context Protocol server for monitoring Operational Status of major digita…
|
B 70 4⁄4 | ||||||||
| 21277 |
An interrupt-aware MCP sidecar for long-running coding agents that detects chan…
|
B 70 3⁄3 | ||||||||
| 21278 |
skunit
Claim
skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and age…
|
B 70 3⁄3 | ||||||||
| 21279 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 21280 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||
| 21281 |
The watchTowr Platform MCP (Model Compatibility Protocol) Server acts as a real…
|
B 70 3⁄3 | ||||||||
| 21282 |
Enables complete Vultr cloud infrastructure management through natural language…
|
B 70 4⁄4 | ||||||||
| 21283 |
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
|
B 70 3⁄3 | ||||||||
| 21284 |
49-tool MCP server for AI control of Android devices and iOS simulators. AI vis…
|
B 70 3⁄3 | ||||||||
| 21285 |
🚀 Premier Model Context Protocol server for SmartLead cold email marketing auto…
|
B 70 4⁄4 | ||||||||
| 21286 |
Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-cl…
|
B 70 3⁄3 | ||||||||
| 21287 |
MCP Playwright Server
Claim
Enables AI assistants to control web browsers through Playwright automation, pr…
|
B 70 4⁄3 | ||||||||
| 21288 |
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). N…
|
B 70 3⁄3 | ||||||||
| 21289 |
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
|
B 70 3⁄3 | ||||||||
| 21290 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21291 |
PokéBattle AI Strategist
Claim
An intelligent Pokémon battle strategy assistant that provides strategic recomm…
|
B 70 4⁄4 | ||||||||
| 21292 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21293 |
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledg…
|
B 70 4⁄3 | ||||||||
| 21294 |
miniMCP
Claim
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
B 70 3⁄3 | ||||||||
| 21295 |
winx-code-agent
Claim
A high-performance Rust reimplementation of WCGW for code agents, providing she…
|
B 70 4⁄3 | ||||||||
| 21296 |
Enables AI agents to participate in a marketplace for buying, selling, and trad…
|
B 70 4⁄4 | ||||||||
| 21297 |
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
|
B 70 3⁄3 | ||||||||
| 21298 |
MCP server for the Elegant 1.0 design system that provides 12 tools for AI-assi…
|
B 70 3⁄3 | ||||||||
| 21299 |
A high-performance server that enables integration between Apache CloudStack in…
|
B 70 4⁄4 | ||||||||
| 21300 |
skyvern
Claim
|
B 70 3⁄3 | ||||||||