MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15301 |
An MCP server for automating Google Jules that enables seamless integration for…
|
F 30 5⁄5 | ||||||||
| 15302 |
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
|
F 30 5⁄4 | ||||||||
| 15303 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
|
F 30 5⁄5 | ||||||||
| 15304 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
|
F 30 5⁄4 | ||||||||
| 15305 |
Automatically enhances user prompts by applying expert-level prompt engineering…
|
F 30 5⁄4 | ||||||||
| 15306 |
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
|
F 30 5⁄5 | ||||||||
| 15307 |
Pinecone integration with vector search capabilities
|
F 30 5⁄5 | ||||||||
| 15308 |
Integrates with Dumpling AI to provide data scraping, content processing, knowl…
|
F 30 5⁄5 | ||||||||
| 15309 |
An MCP server that allows a planning agent to delegate tasks to executor agents…
|
F 30 5⁄5 | ||||||||
| 15310 |
Universal MCP server that transforms any CLI tool into an MCP server. Works wit…
|
F 30 5⁄4 | ||||||||
| 15311 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
F 30 5⁄5 | ||||||||
| 15312 |
A self-hosted MCP server that crawls, indexes, and searches documentation from …
|
F 30 5⁄4 | ||||||||
| 15313 |
Unreal-Blender MCP is a unified server for controlling both Blender and Unreal …
|
F 30 5⁄5 | ||||||||
| 15314 |
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
|
F 30 5⁄5 | ||||||||
| 15315 |
A server that connects to the Databricks Genie API, allowing LLMs to ask natura…
|
F 30 5⁄5 | ||||||||
| 15316 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||
| 15317 |
A set of tools for working with Omilia Cloud Platform that helps manage miniapp…
|
F 30 5⁄5 | ||||||||
| 15318 |
Enables AI agents to query and interact with Google NotebookLM notebooks to ret…
|
F 30 5⁄4 | ||||||||
| 15319 |
A Model Context Protocol server that provides Flutter UI templates for developm…
|
F 30 5⁄4 | ||||||||
| 15320 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 15321 |
Triangulates HelpScout support tickets and ProductLift feature requests to gene…
|
F 30 5⁄5 | ||||||||
| 15322 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 15323 |
An intelligent MCP server that analyzes folder contents to automatically catego…
|
F 30 5⁄4 | ||||||||
| 15324 |
Enables AI assistants to navigate and query hierarchical documentation structur…
|
F 30 5⁄5 | ||||||||
| 15325 |
Integrates Cursor AI with Vite Dev server, allowing AI agents to modify code an…
|
F 30 5⁄4 | ||||||||
| 15326 |
A Model Context Protocol server that retrieves real-time financial and company …
|
F 30 5⁄5 | ||||||||
| 15327 |
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
F 30 5⁄5 | ||||||||
| 15328 |
A FastMCP server providing session-based memory and dynamic authentication usin…
|
F 30 5⁄5 | ||||||||
| 15329 |
Enables querying WolframAlpha's LLM API for natural language questions, providi…
|
F 30 5⁄5 | ||||||||
| 15330 |
A centralized workspace orchestration server that enables natural language task…
|
F 30 5⁄5 | ||||||||
| 15331 |
Clayton Christensen persona agent for strategic advisory using disruption theory
|
F 30 5⁄5 | ||||||||
| 15332 |
MCP Gateway and Registry
|
F 30 5⁄4 | ||||||||
| 15333 |
A secure Model Context Protocol server that allows AI assistants to execute ter…
|
F 30 5⁄4 | ||||||||
| 15334 |
A modular multi-server architecture providing development automation, JIRA mana…
|
F 30 5⁄5 | ||||||||
| 15335 |
Provides software development planning tools to help users create implementatio…
|
F 30 5⁄5 | ||||||||
| 15336 |
A robot battle prototype that enables users to design, validate, and simulate A…
|
F 30 5⁄5 | ||||||||
| 15337 |
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
|
F 30 5⁄5 | ||||||||
| 15338 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15339 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15340 |
Adaptive Retrieval-Augmented Self-Refinement MCP Server — a closed-loop system …
|
F 30 5⁄4 | ||||||||
| 15341 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
|
F 30 5⁄5 | ||||||||
| 15342 |
Provide programmatic access to privacy-respecting meta-search functionality via…
|
F 30 5⁄4 | ||||||||
| 15343 |
A Model Context Protocol server that exposes project-specific development tools…
|
F 30 5⁄5 | ||||||||
| 15344 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15345 |
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
|
F 30 5⁄5 | ||||||||
| 15346 |
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, …
|
F 30 6⁄6 | ||||||||
| 15347 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
F 30 5⁄4 | ||||||||
| 15348 |
Providing real-time cross-chain bridge metrics.
|
F 30 5⁄5 | ||||||||
| 15349 |
Enables AI assistants to search videos, channels, and playlists, retrieve video…
|
F 30 6⁄4 | ||||||||
| 15350 |
Provides real-time trending tokens from DexScreener.
|
F 30 5⁄5 | ||||||||