MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22401 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22402 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22403 |
Implements the Zettelkasten knowledge management methodology, allowing you to c…
|
C 65 4⁄4 | ||||||||
| 22404 |
A MCP server for symbolic manipulation of mathematical expressions
|
C 65 4⁄4 | ||||||||
| 22405 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
|
C 65 3⁄3 | ||||||||
| 22406 |
FantasyPremierLeague
Claim
Fantasy Premier League Kotlin/Compose Multiplatform sample
|
C 65 3⁄3 | ||||||||
| 22407 |
Intelligent MCP server for Godot 4. Spatial intelligence, code analysis, 35 too…
|
C 65 3⁄3 | ||||||||
| 22408 |
An AI-powered eldercare platform that enables AI agents to monitor passive sens…
|
C 65 4⁄4 | ||||||||
| 22409 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22410 |
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
|
C 65 3⁄3 | ||||||||
| 22411 |
Track and optimize AI API spending across 16 providers with live pricing.
|
C 65 3⁄3 | ||||||||
| 22412 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22413 |
|
C 65 3⁄3 | ||||||||
| 22414 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22415 |
A best-effort universal logic and numerical solver interface using MCP that imp…
|
C 65 4⁄3 | ||||||||
| 22416 |
mobile-dev-mcp-server
Claim
This is a MCP designed to manage and interact with mobile devices and simulator…
|
C 65 3⁄3 | ||||||||
| 22417 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 22418 |
A Model Context Protocol server that utilizes a headless Neovim instance as an …
|
C 65 3⁄3 | ||||||||
| 22419 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 22420 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 22421 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22422 |
A server for managing and controlling Marvin, providing an interface for intera…
|
C 65 4⁄3 | ||||||||
| 22423 |
OpenTester
Claim
OpenTester is a testing execution engine designed for AI coding tools (Claude C…
|
C 65 4⁄4 | ||||||||
| 22424 |
Provides production-grade tools for YouTube channel resolution, video metadata …
|
C 65 4⁄4 | ||||||||
| 22425 |
UnrealClaude
Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
C 65 3⁄3 | ||||||||
| 22426 |
Berry MCP Server
Claim
A universal framework for creating and deploying custom Model Context Protocol …
|
C 65 4⁄4 | ||||||||
| 22427 |
MCP server for generating and editing images through Polza AI using Google Gemi…
|
C 65 3⁄3 | ||||||||
| 22428 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 22429 |
Enables Claude to generate images through a local ComfyUI instance using Stable…
|
C 65 3⁄3 | ||||||||
| 22430 |
Enables AI assistants to interact with Clojure REPLs for evaluating code, perfo…
|
C 65 4⁄3 | ||||||||
| 22431 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22432 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22433 |
Dingo MCP Server
Claim
Dingo MCP Server
|
C 65 4⁄3 | ||||||||
| 22434 |
Turns your Obsidian vault into an AI memory palace, enabling AI assistants to s…
|
C 65 4⁄3 | ||||||||
| 22435 |
LLM-based code review MCP server with AST-powered smart context extraction. Sup…
|
C 65 4⁄3 | ||||||||
| 22436 |
Transforms AI assistants into a full ML engineering environment for training an…
|
C 65 4⁄4 | ||||||||
| 22437 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22438 |
MCP server for Crunchyroll anime streaming - search anime, manage watchlist, tr…
|
C 65 3⁄3 | ||||||||
| 22439 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22440 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22441 |
Provides a natural language interface for scRNA-Seq analysis using the Scanpy l…
|
C 65 4⁄4 | ||||||||
| 22442 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22443 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 22444 |
Enables tracking and analyzing development time through the Wakapi API. Provide…
|
C 65 4⁄4 | ||||||||
| 22445 |
A service that provides programmatic access to qBittorrent's WebUI API, enablin…
|
C 65 4⁄4 | ||||||||
| 22446 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22447 |
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
|
C 65 4⁄4 | ||||||||
| 22448 |
Connects Claude with Microsoft Outlook through the Graph API, providing compreh…
|
C 65 4⁄4 | ||||||||
| 22449 |
mcp-swagger-server
Claim
A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specificati…
|
C 65 4⁄4 | ||||||||
| 22450 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||