MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22402 |
Enables undetectable web scraping and browser automation for AI agents with 84 …
|
C 65 3⁄3 | ||||||||
| 22403 |
mcp-frontend
Claim
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions…
|
C 65 4⁄3 | ||||||||
| 22404 |
Enables complete natural language control of Godot Engine 4.5+ with 76 tools fo…
|
C 65 4⁄3 | ||||||||
| 22405 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
|
C 65 3⁄3 | ||||||||
| 22406 |
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
|
C 65 3⁄3 | ||||||||
| 22407 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22408 |
kiro-powers
Claim
Repository of custom kiro powers. https://kiro.dev/docs/powers/
|
C 65 3⁄3 | ||||||||
| 22409 |
AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot d…
|
C 65 4⁄3 | ||||||||
| 22410 |
qcqx-project-manage-mcp
Claim
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent（Cursor、Claude Desktop 等）
|
C 65 3⁄3 | ||||||||
| 22411 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 22412 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22413 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22414 |
Provides production-grade tools for YouTube channel resolution, video metadata …
|
C 65 4⁄4 | ||||||||
| 22415 |
MCP server for Unreal Engine 5 with 17 tools for game development automation.
|
C 65 5⁄5 | ||||||||
| 22416 |
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
|
C 65 3⁄3 | ||||||||
| 22417 |
interzoid-mcp-server
Claim
MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/ad…
|
C 65 4⁄4 | ||||||||
| 22418 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
C 65 4⁄4 | ||||||||
| 22419 |
An AI-powered eldercare platform that enables AI agents to monitor passive sens…
|
C 65 4⁄4 | ||||||||
| 22420 |
Delphi-MCP-Server
Claim
Native Delphi Server implementation of the Model Context Protocol (MCP)
|
C 65 3⁄3 | ||||||||
| 22421 |
davinci-resolve-mcp
Claim
MCP server integration for DaVinci Resolve providing powerful tools for video e…
|
C 65 4⁄3 | ||||||||
| 22422 |
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
|
C 65 4⁄3 | ||||||||
| 22423 | C 65 3⁄3 | |||||||||
| 22424 |
ast-grep is a fast and polyglot tool for code structural search, lint, rewritin…
|
C 65 4⁄4 | ||||||||
| 22425 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22426 |
ophis
Claim
Transform any Cobra CLI into an MCP server
|
C 65 4⁄3 | ||||||||
| 22427 |
A Model Context Protocol server that utilizes a headless Neovim instance as an …
|
C 65 3⁄3 | ||||||||
| 22428 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 22429 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||
| 22430 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22431 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22432 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22433 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 22434 |
|
C 65 3⁄3 | ||||||||
| 22435 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22436 |
A Model Context Protocol (MCP) server that enables Claude or other LLMs to fetc…
|
C 65 4⁄4 | ||||||||
| 22437 |
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
|
C 65 3⁄3 | ||||||||
| 22438 |
mobile-dev-mcp-server
Claim
This is a MCP designed to manage and interact with mobile devices and simulator…
|
C 65 3⁄3 | ||||||||
| 22439 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22440 |
A unified interface for major African payment providers including M-Pesa, Payst…
|
C 65 4⁄4 | ||||||||
| 22441 |
Ping Host MCP
Claim
Minimal MCP server that enables network connectivity testing via ping commands …
|
C 65 3⁄3 | ||||||||
| 22442 |
Sentrik
Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
|
C 65 3⁄3 | ||||||||
| 22443 |
SousChef
Claim
Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure w…
|
C 65 4⁄4 | ||||||||
| 22444 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22445 |
Android MCP
Claim
Provides powerful inspection and interaction tools for connected android device…
|
C 65 3⁄3 | ||||||||
| 22446 |
coverctl
Claim
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
|
C 65 4⁄3 | ||||||||
| 22447 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22448 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22449 |
Enables connecting to Zelta through the Model Context Protocol for use with Cla…
|
C 65 3⁄3 | ||||||||
| 22450 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
