MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20251 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 20252 |
wasmcp
Claim
Build MCP servers with WebAssembly components
|
C 62 4⁄3 | ||||||||
| 20253 |
Model Context Protocol (MCP) server for AI-assisted development ("vibe coding")…
|
C 62 4⁄3 | ||||||||
| 20254 |
RillCoin
Claim
AI agent wallets, Proof of Conduct reputation, and concentration decay on L1
|
C 62 4⁄3 | ||||||||
| 20255 |
Union ♾️ - The Unity MCP Server
|
C 62 4⁄3 | ||||||||
| 20256 |
MCP for Pwn
|
C 62 4⁄3 | ||||||||
| 20257 |
FastMCP_RecSys
Claim
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommen…
|
C 62 4⁄4 | ||||||||
| 20258 |
Provides programmatic access to Pydantic-AI documentation as an MCP server, ena…
|
C 62 4⁄3 | ||||||||
| 20259 |
A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants …
|
C 62 3⁄3 | ||||||||
| 20260 |
awesome-mcp-devtools
Claim
A curated list of developer tools, SDKs, libraries, and testing utilities for M…
|
C 62 3⁄3 | ||||||||
| 20261 |
XMCP Application
Claim
A server that leverages the XMCP framework to discover and execute tools from t…
|
C 62 4⁄3 | ||||||||
| 20262 |
A CLI tool for easy installation of MCP servers and managing their configuration
|
C 62 4⁄3 | ||||||||
| 20263 |
x-twitter-mcp-server
Claim
X/Twitter MCP server
|
C 62 4⁄4 | ||||||||
| 20264 |
UltimateCoder
Claim
Transform your local machine into a powerful code command center. Automate file…
|
C 62 4⁄3 | ||||||||
| 20265 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 20266 |
An MCP server that enables AI agents to interact with Extend's spend management…
|
C 62 4⁄4 | ||||||||
| 20267 |
Enables Claude and other AI assistants to generate high-quality images up to 4K…
|
C 62 4⁄4 | ||||||||
| 20268 |
Enables natural language conversations with Spain's electrical grid data throug…
|
C 62 4⁄4 | ||||||||
| 20269 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 20270 |
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
|
C 62 3⁄3 | ||||||||
| 20271 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 20272 |
Provides read-only access to Vivint home security systems through an unofficial…
|
C 62 4⁄4 | ||||||||
| 20273 |
A Model Context Protocol server that integrates with Phabricator and Phorge API…
|
C 62 4⁄4 | ||||||||
| 20274 |
ws-mcp
Claim
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/ni…
|
C 62 4⁄3 | ||||||||
| 20275 |
speech.sh
Claim
Let the agent speak things out loud, notify you when he's done working with a q…
|
C 62 3⁄3 | ||||||||
| 20276 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 20277 |
pqvault
Claim
Post-quantum secrets manager for AI agents. ML-KEM-768 + X25519 + AES-256-GCM.
|
C 62 4⁄3 | ||||||||
| 20278 |
Integrates Simplenote with Claude Desktop, allowing AI assistants to read, crea…
|
C 62 4⁄4 | ||||||||
| 20279 |
wren-engine
Claim
The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
|
C 62 4⁄3 | ||||||||
| 20280 |
Manage and organize tasks efficiently with AI agent integration. Create, update…
|
C 61 4⁄3 | ||||||||
| 20281 |
Scrapes webpages and converts them to markdown using AI-powered interaction to …
|
C 61 4⁄4 | ||||||||
| 20282 |
An MCP server that enables LLMs to interact with Notion workspaces via the Noti…
|
C 61 4⁄4 | ||||||||
| 20283 |
Manage Apple Search Ads campaigns, keywords, budgets, and reports via API v5.
|
C 61 4⁄3 | ||||||||
| 20284 |
Provides comprehensive market data, fundamental analysis, and technical indicat…
|
C 61 4⁄4 | ||||||||
| 20285 |
MCP server for Styx — intelligent AI routing across OpenAI, Anthropic, Google, …
|
C 61 4⁄3 | ||||||||
| 20286 |
A server that exposes DigitalOcean App Platform functionality through standardi…
|
C 61 4⁄4 | ||||||||
| 20287 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 20288 |
A server that dynamically exposes FileMaker scripts as tools, providing a Gradi…
|
C 61 4⁄4 | ||||||||
| 20289 |
Enables step-through debugging for C#, Node.js/TypeScript, Python, and Dart app…
|
C 61 4⁄3 | ||||||||
| 20290 |
rs-utcp
Claim
Official Rust implementation of the UTCP
|
C 61 4⁄3 | ||||||||
| 20291 |
FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation
|
C 61 4⁄3 | ||||||||
| 20292 |
Signadot MCP Server
Claim
Connect to Signadot to manage ephemeral environments and route traffic to local…
|
C 61 4⁄3 | ||||||||
| 20293 |
nvim-gemini-companion
Claim
A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)
|
C 61 3⁄3 | ||||||||
| 20294 |
Enables AI assistants to interact with Databricks Genie Spaces through MCP tool…
|
C 61 4⁄4 | ||||||||
| 20295 |
Connects the Payoza crypto payments API to AI assistants, enabling users to man…
|
C 61 4⁄4 | ||||||||
| 20296 |
Enables comprehensive image processing, stock image search from Pexels and Pixa…
|
C 61 4⁄4 | ||||||||
| 20297 |
Open Targets MCP server for targets, diseases, drugs, variants, and evidence
|
C 61 4⁄3 | ||||||||
| 20298 |
Enables AI systems to perform full-text and semantic search operations over str…
|
C 61 4⁄4 | ||||||||
| 20299 |
Project-scoped semantic workspace memory for AI coding assistants. Watches your…
|
C 61 4⁄4 | ||||||||
| 20300 |
Enables AI agents to request user decisions and send notifications via Discord …
|
C 61 4⁄3 | ||||||||