MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22301 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22302 |
A Model Context Protocol (MCP) server that enables Claude or other LLMs to fetc…
|
C 65 4⁄4 | ||||||||
| 22303 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22304 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22305 |
Azan-MCP is an open-source Model Context Protocol (MCP) server that brings a co…
|
C 65 3⁄3 | ||||||||
| 22306 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22307 |
Enables AI assistants to manage OKRs, track goals, and update progress on the T…
|
C 65 4⁄4 | ||||||||
| 22308 |
LLM-based code review MCP server with AST-powered smart context extraction. Sup…
|
C 65 4⁄3 | ||||||||
| 22309 |
|
C 65 3⁄3 | ||||||||
| 22310 |
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
|
C 65 3⁄3 | ||||||||
| 22311 |
mobile-dev-mcp-server
Claim
This is a MCP designed to manage and interact with mobile devices and simulator…
|
C 65 3⁄3 | ||||||||
| 22312 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22313 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22314 |
Enables AI-powered email management for Microsoft Outlook through natural langu…
|
C 65 3⁄3 | ||||||||
| 22315 |
Offline MCP server for reading and writing Minecraft server files, including le…
|
C 65 3⁄3 | ||||||||
| 22316 |
AgentRunKit
Claim
Swift 6 agent SDK: type-safe tools, streaming, cloud + on-device inference via …
|
C 65 3⁄3 | ||||||||
| 22317 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22318 |
|
C 65 3⁄3 | ||||||||
| 22319 |
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
|
C 65 3⁄3 | ||||||||
| 22320 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||
| 22321 |
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
|
C 65 4⁄4 | ||||||||
| 22322 |
A best-effort universal logic and numerical solver interface using MCP that imp…
|
C 65 4⁄3 | ||||||||
| 22323 |
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
|
C 65 3⁄3 | ||||||||
| 22324 |
Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, …
|
C 65 4⁄4 | ||||||||
| 22325 |
SousChef
Claim
Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure w…
|
C 65 4⁄4 | ||||||||
| 22326 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22327 |
An MCP server for downloading academic papers from multiple sources using intel…
|
C 65 4⁄4 | ||||||||
| 22328 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||
| 22329 |
Sentrik
Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
|
C 65 3⁄3 | ||||||||
| 22330 |
Local-native Context Engine MCP server for codebase indexing, semantic retrieva…
|
C 65 4⁄3 | ||||||||
| 22331 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22332 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 22333 |
List MCP Server configurations in your system used by AI applications like Curs…
|
C 65 4⁄3 | ||||||||
| 22334 |
LivePort MCP
Claim
Give AI agents access to your localhost dev server. Zero-config tunnel that wor…
|
C 65 3⁄3 | ||||||||
| 22335 |
sudocode
Claim
Lightweight agent orchestration dev tool that lives in your repo
|
C 65 4⁄3 | ||||||||
| 22336 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22337 |
Some useful tools for developer, almost everything an engineer need: confluence…
|
C 65 3⁄3 | ||||||||
| 22338 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22339 |
MCP server for ZMQ messaging
|
C 65 3⁄3 | ||||||||
| 22340 |
MCP server for Chestnyi Znak — Russian product marking system. 10 tools: codes,…
|
C 65 3⁄3 | ||||||||
| 22341 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22342 |
Excel-Power-Pivot-MCP
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 65 3⁄3 | ||||||||
| 22343 |
Enables comprehensive management of Google Apps Script projects, including proj…
|
C 65 4⁄4 | ||||||||
| 22344 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22345 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22346 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 22347 |
OmniMind
Claim
OmniMind: An open-source Python library for effortless MCP (Model Context Proto…
|
C 65 4⁄3 | ||||||||
| 22348 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22349 |
A comprehensive bridge connecting AI agents to Unreal Engine 5.7 through 39 MCP…
|
C 65 4⁄3 | ||||||||
| 22350 |
MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Win…
|
C 65 3⁄3 | ||||||||