MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22402 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||
| 22403 |
Enables AI applications to send and read WeChat messages on Windows PCs through…
|
C 65 3⁄3 | ||||||||
| 22404 |
turbovault
Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
|
C 65 4⁄3 | ||||||||
| 22405 |
UnrealClaude
Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
C 65 3⁄3 | ||||||||
| 22406 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22407 |
Turns your Obsidian vault into an AI memory palace, enabling AI assistants to s…
|
C 65 4⁄3 | ||||||||
| 22408 |
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 | ||||||||
| 22409 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22410 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||
| 22411 |
Passive reconnaissance MCP server powered by Shodan, enabling host lookups, sea…
|
C 65 3⁄3 | ||||||||
| 22412 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 22413 |
Transforms AI assistants into a full ML engineering environment for training an…
|
C 65 4⁄4 | ||||||||
| 22414 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22415 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 22416 |
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
|
C 65 3⁄3 | ||||||||
| 22417 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22418 |
An MCP server for loading skills (shim for non-claude clients).
|
C 65 4⁄4 | ||||||||
| 22419 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22420 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22421 |
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
|
C 65 4⁄3 | ||||||||
| 22422 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22423 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
|
C 65 3⁄3 | ||||||||
| 22424 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22425 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22426 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22427 | C 65 3⁄3 | |||||||||
| 22428 |
Enables AI-powered email management for Microsoft Outlook through natural langu…
|
C 65 3⁄3 | ||||||||
| 22429 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22430 |
ENScan_GO
Claim
一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
|
C 65 4⁄3 | ||||||||
| 22431 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 22432 |
DiffuGen
Claim
Powerful image generation system leveraging multiple Stable Diffusion models (f…
|
C 65 4⁄3 | ||||||||
| 22433 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||
| 22434 |
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
|
C 65 4⁄3 | ||||||||
| 22435 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22436 |
Delphi-MCP-Server
Claim
Native Delphi Server implementation of the Model Context Protocol (MCP)
|
C 65 3⁄3 | ||||||||
| 22437 |
An AI-powered native browser that provides 12 MCP tools for AI clients to brows…
|
C 65 5⁄5 | ||||||||
| 22438 |
Dingo MCP Server
Claim
Dingo MCP Server
|
C 65 4⁄3 | ||||||||
| 22439 |
melrose
Claim
interactive programming of melodies, producing MIDI
|
C 65 4⁄3 | ||||||||
| 22440 |
Enables AI assistants like Claude to manage personal expenses locally using SQL…
|
C 65 3⁄3 | ||||||||
| 22441 |
Local-native Context Engine MCP server for codebase indexing, semantic retrieva…
|
C 65 4⁄3 | ||||||||
| 22442 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 22443 |
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
|
C 65 3⁄3 | ||||||||
| 22444 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22445 |
Track and optimize AI API spending across 16 providers with live pricing.
|
C 65 3⁄3 | ||||||||
| 22446 |
Offline MCP server for reading and writing Minecraft server files, including le…
|
C 65 3⁄3 | ||||||||
| 22447 |
An AI-powered eldercare platform that enables AI agents to monitor passive sens…
|
C 65 4⁄4 | ||||||||
| 22448 |
Enables undetectable web scraping and browser automation for AI agents with 84 …
|
C 65 3⁄3 | ||||||||
| 22449 |
Enables AI assistants to search, read, create, and modify Markdown notes in loc…
|
C 65 3⁄3 | ||||||||
| 22450 |
MCP that provides fast, token-efficient tools for navigating, searching, and un…
|
C 65 3⁄3 | ||||||||
