MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22301 |
Provides emotional support and mental health tools for AI agents, including cri…
|
C 65 4⁄4 | ||||||||
| 22302 |
agentic-tools
Claim
Agent Tool and Skills for VR Development on Meta Quest
|
C 65 3⁄3 | ||||||||
| 22303 |
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 la…
|
C 65 4⁄3 | ||||||||
| 22304 |
MakerAi
Claim
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonom…
|
C 65 3⁄3 | ||||||||
| 22305 |
An MCP server for Strava, an app for tracking physical exercise
|
C 65 4⁄4 | ||||||||
| 22306 |
Connects AI assistants to the Vectra AI security platform to enable intelligent…
|
C 65 4⁄4 | ||||||||
| 22307 |
MCP server for Savvy Scratch — scratch-off lottery game analysis powered by pro…
|
C 65 3⁄3 | ||||||||
| 22308 |
Provides tools for AI agents to search, browse, and retrieve the full documenta…
|
C 65 3⁄3 | ||||||||
| 22309 |
MCP server for Rachio sprinkler controllers — schedules, zones, and live wateri…
|
C 65 3⁄3 | ||||||||
| 22310 |
AI-powered MCP server for Apache Druid cluster management and analytic
|
C 65 3⁄3 | ||||||||
| 22311 |
Executes SPARQL queries against biological and biomedical RDF databases from th…
|
C 65 4⁄4 | ||||||||
| 22312 |
solscan-mcp
Claim
An MCP tool for querying Solana transactions using natural language with Solsca…
|
C 65 4⁄3 | ||||||||
| 22313 |
Reduces token consumption by over 80% through intelligent file caching, returni…
|
C 65 4⁄3 | ||||||||
| 22314 |
Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…
|
C 65 3⁄3 | ||||||||
| 22315 |
An MCP server that uses AI to analyze code diffs and transform vague commit mes…
|
C 65 3⁄3 | ||||||||
| 22316 |
Cross-cloud observability for AI agents. Discover resources, correlate logs, an…
|
C 65 3⁄3 | ||||||||
| 22317 |
Provides comprehensive access to Dungeons & Dragons 5th Edition content through…
|
C 65 4⁄4 | ||||||||
| 22318 |
A modern CLI tool for generating production-ready Model Context Protocol (MCP) …
|
C 65 4⁄3 | ||||||||
| 22319 |
Enables AI agents to interact with Yokan Kanban Board API to manage boards, col…
|
C 65 4⁄4 | ||||||||
| 22320 |
Enables AI assistants to automate WeChat Developer Tools for mini programs, all…
|
C 65 4⁄3 | ||||||||
| 22321 |
Implements the Zettelkasten knowledge management methodology, allowing you to c…
|
C 65 4⁄4 | ||||||||
| 22322 |
A server that implements the Model Context Protocol (MCP) standard, enabling LL…
|
C 65 4⁄4 | ||||||||
| 22323 |
An MCP server that analyzes images using OpenRouter's Gemini Flash model, suppo…
|
C 65 3⁄3 | ||||||||
| 22324 |
Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firew…
|
C 65 4⁄3 | ||||||||
| 22325 |
Enables comprehensive management of Google Apps Script projects, including proj…
|
C 65 4⁄4 | ||||||||
| 22326 |
TypeScript framework to build robust, agent-ready MCP servers around your APIs.
|
C 65 4⁄3 | ||||||||
| 22327 |
A Model Context Protocol server that integrates Shortcut project management fun…
|
C 65 4⁄4 | ||||||||
| 22328 |
MCP File Explorer
Claim
A beginner MCP server that enables Claude to read local text, CSV, and Markdown…
|
C 65 3⁄3 | ||||||||
| 22329 |
gk-cli
Claim
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab,…
|
C 65 3⁄3 | ||||||||
| 22330 |
turbovault
Claim
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an …
|
C 65 4⁄3 | ||||||||
| 22331 |
A server that implements the Model Context Protocol (MCP) with StreamableHTTP t…
|
C 65 4⁄4 | ||||||||
| 22332 |
Provides programmatic access to Baidu's Xiling Digital Human platform, enabling…
|
C 65 4⁄4 | ||||||||
| 22333 |
A best-effort universal logic and numerical solver interface using MCP that imp…
|
C 65 4⁄3 | ||||||||
| 22334 |
MCP server for Unity: project info, build scenes, agent docs. No Unity Editor. …
|
C 65 4⁄3 | ||||||||
| 22335 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22336 |
A Model Context Protocol server that provides tools for interacting with the Pa…
|
C 65 4⁄4 | ||||||||
| 22337 |
MCP server for Chestnyi Znak — Russian product marking system. 10 tools: codes,…
|
C 65 3⁄3 | ||||||||
| 22338 |
ParaView-MCP
Claim
Integrates multimodal large language models with ParaView to enable the creatio…
|
C 65 4⁄3 | ||||||||
| 22339 |
Enables natural language trading operations through Alpaca's API, supporting st…
|
C 65 4⁄4 | ||||||||
| 22340 |
Enables AI applications to send and read WeChat messages on Windows PCs through…
|
C 65 3⁄3 | ||||||||
| 22341 |
Sentrik
Claim
Governance runtime for AI-generated code. Enforce compliance and security stand…
|
C 65 3⁄3 | ||||||||
| 22342 |
Generates narrated video walkthroughs of git commits, staged/unstaged changes, …
|
C 65 4⁄3 | ||||||||
| 22343 |
UnrealClaude
Claim
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance wi…
|
C 65 3⁄3 | ||||||||
| 22344 |
Azan-MCP is an open-source Model Context Protocol (MCP) server that brings a co…
|
C 65 3⁄3 | ||||||||
| 22345 |
mcp-dock
Claim
MCP Server & Config Manager for 14 AI Clients — Cursor, VS Code, Claude Code, G…
|
C 65 3⁄3 | ||||||||
| 22346 |
The Atla MCP Server provides a standardized interface for LLMs to interact with…
|
C 65 4⁄4 | ||||||||
| 22347 |
legal-mcp-server
Claim
Search court records, patents, and trademarks for legal research
|
C 65 3⁄3 | ||||||||
| 22348 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22349 |
e-arveldaja-mcp
Claim
Estonian e-arveldaja (RIK e-Financials) accounting — invoices, bank import, rep…
|
C 65 4⁄4 | ||||||||
| 22350 |
Enables interaction with a comprehensive healthcare management system through F…
|
C 65 4⁄4 | ||||||||