MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22351 |
MCP server for editing STL 3D model files
|
C 65 3⁄3 | ||||||||
| 22352 |
A server that allows AI assistants to browse and read files from specified GitH…
|
C 65 4⁄4 | ||||||||
| 22353 |
mcp-server-excel
Claim
Full-featured Excel MCP server. 173 operations: Power Query, DAX, VBA, PivotTab…
|
C 65 4⁄3 | ||||||||
| 22354 |
AST-based semantic code search: 33 tools, 35 languages, call tracing, impact an…
|
C 65 4⁄3 | ||||||||
| 22355 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22356 |
turbovault
Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
|
C 65 4⁄3 | ||||||||
| 22357 |
Enables AI-powered email management for Microsoft Outlook through natural langu…
|
C 65 3⁄3 | ||||||||
| 22358 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22359 |
Offline MCP server for reading and writing Minecraft server files, including le…
|
C 65 3⁄3 | ||||||||
| 22360 |
CLI and MCP server for the Qonto banking API
|
C 65 4⁄3 | ||||||||
| 22361 |
Local-first semantic code search across all your repos. Private context for AI …
|
C 65 4⁄3 | ||||||||
| 22362 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22363 |
Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CS…
|
C 65 4⁄3 | ||||||||
| 22364 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22365 |
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
|
C 65 3⁄3 | ||||||||
| 22366 |
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
|
C 65 3⁄3 | ||||||||
| 22367 |
QuickBooks MCP Server by CData
|
C 65 3⁄3 | ||||||||
| 22368 |
mcp-server-jdbc
Claim
Connect to any JDBC-compatible database and query, insert, update, delete, and …
|
C 65 3⁄3 | ||||||||
| 22369 |
sudocode
Claim
Lightweight agent orchestration dev tool that lives in your repo
|
C 65 4⁄3 | ||||||||
| 22370 |
Ping Host MCP
Claim
Minimal MCP server that enables network connectivity testing via ping commands …
|
C 65 3⁄3 | ||||||||
| 22371 |
Local-native Context Engine MCP server for codebase indexing, semantic retrieva…
|
C 65 4⁄3 | ||||||||
| 22372 |
modelmux
Claim
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
|
C 65 4⁄3 | ||||||||
| 22373 |
MCP server for ZMQ messaging
|
C 65 3⁄3 | ||||||||
| 22374 |
A Goose MCP extension providing voice interaction with modern audio visualizati…
|
C 65 4⁄3 | ||||||||
| 22375 |
coverctl
Claim
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
|
C 65 4⁄3 | ||||||||
| 22376 |
An AI-powered native browser that provides 12 MCP tools for AI clients to brows…
|
C 65 5⁄5 | ||||||||
| 22377 |
Extracts YouTube video metadata, titles, and descriptions along with transcript…
|
C 65 4⁄3 | ||||||||
| 22378 |
ExergyNet thermodynamic compute settlement for autonomous agents.
|
C 65 3⁄3 | ||||||||
| 22379 |
Search domains from plain-language ideas and get exact matches plus brandable v…
|
C 65 3⁄3 | ||||||||
| 22380 |
UnrealClaude
Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
C 65 3⁄3 | ||||||||
| 22381 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 22382 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22383 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22384 |
Peruvian public data — SUNAT RUC, BCRP FX, SEACE tenders. Sourced from official…
|
C 65 3⁄3 | ||||||||
| 22385 |
Some useful tools for developer, almost everything an engineer need: confluence…
|
C 65 3⁄3 | ||||||||
| 22386 |
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
|
C 65 3⁄3 | ||||||||
| 22387 |
unified-knowledge-system
Claim
A comprehensive unified knowledge management system integrating multiple data s…
|
C 65 3⁄3 | ||||||||
| 22388 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 22389 |
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
|
C 65 4⁄3 | ||||||||
| 22390 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22391 |
An MCP server for managing and monitoring Docker, Docker Compose, and Kubernete…
|
C 65 4⁄4 | ||||||||
| 22392 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22393 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 22394 |
Connects AI assistants to the Vectra AI security platform to enable intelligent…
|
C 65 4⁄4 | ||||||||
| 22395 |
An MCP server that provides audiobook pipeline tools for the CollapsingWave pla…
|
C 65 3⁄3 | ||||||||
| 22396 |
dev-assist
Claim
A monorepo for the Google Workspace Dev Assist project, providing an MCP server…
|
C 65 4⁄3 | ||||||||
| 22397 |
🤖 An AI-native MCP server for .NET memory dump investigations. Leverage LLMs (C…
|
C 65 3⁄3 | ||||||||
| 22398 |
Enables AI assistants to help manage your You Need A Budget (YNAB) finances thr…
|
C 65 4⁄4 | ||||||||
| 22399 |
Sentrik
Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
|
C 65 3⁄3 | ||||||||
| 22400 |
Enables AI assistants to manage homelab infrastructure through automated servic…
|
C 65 4⁄4 | ||||||||