MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
scrumboy
Claim
Self-hosted kanban & project management with shareable boards, voice commands, …
|
B 72 3⁄3 | ||||||||
| 20452 |
Enables comprehensive interaction with self-hosted Jira instances using Persona…
|
B 72 4⁄4 | ||||||||
| 20453 |
A comprehensive Model Context Protocol server that analyzes AWS costs and provi…
|
B 72 4⁄4 | ||||||||
| 20454 |
Enables LLMs to search and retrieve exam problems, solutions, and answers from …
|
B 72 4⁄4 | ||||||||
| 20455 |
Enables users to search and monitor European regulatory publications including …
|
B 72 3⁄3 | ||||||||
| 20456 |
YouTube as a queryable database for AI agents. 41 tools, zero config.
|
B 72 3⁄3 | ||||||||
| 20457 |
MCP Server provides a simpler API to interact with the Model Context Protocol b…
|
B 72 4⁄3 | ||||||||
| 20458 |
A comprehensive server enabling natural language interaction with Storyblok CMS…
|
B 72 4⁄4 | ||||||||
| 20459 |
DailyMed MCP Server
Claim
Provides access to the official FDA DailyMed database for comprehensive drug in…
|
B 72 4⁄4 | ||||||||
| 20460 |
Manage Komodo through AI assistants
|
B 72 4⁄3 | ||||||||
| 20461 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 20462 |
Transforms Claude Code into an autonomous operator that decomposes goals, spawn…
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B 72 3⁄3 | ||||||||
| 20463 |
SD Elements MCP Server
Claim
A Model Context Protocol server that provides SD Elements API integration, enab…
|
B 72 4⁄4 | ||||||||
| 20464 |
Enables interaction with the Loxo recruitment platform API, facilitating tasks …
|
B 72 4⁄4 | ||||||||
| 20465 |
Whispera
Claim
AI-powered voice transcription app for macOS using WhisperKit
|
B 72 3⁄3 | ||||||||
| 20466 |
A local MCP server that provides AI coding assistants with semantic search capa…
|
B 72 3⁄3 | ||||||||
| 20467 |
Manage IBM Watson Orchestrate tools, agents, connections from Cursor, Copilot, …
|
B 72 4⁄3 | ||||||||
| 20468 |
Enables AI agents to manage WordPress sites with 190+ tools for content managem…
|
B 72 4⁄4 | ||||||||
| 20469 |
Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded A…
|
B 72 4⁄3 | ||||||||
| 20470 |
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch…
|
B 72 3⁄3 | ||||||||
| 20471 |
A coordination layer for coding agents that provides memorable identities, inbo…
|
B 72 4⁄4 | ||||||||
| 20472 |
MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues,…
|
B 72 4⁄3 | ||||||||
| 20473 |
WhatsApp MCP Server — Connect AI agents to WhatsApp via Model Context Protocol.…
|
B 72 4⁄3 | ||||||||
| 20474 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 20475 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 20476 |
Deskdrop
Claim
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, O…
|
B 72 3⁄3 | ||||||||
| 20477 |
Open source contribution manager with PR tracking, issue discovery, and CI diag…
|
B 72 3⁄3 | ||||||||
| 20478 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20479 |
mcp-probe
Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
|
B 72 4⁄3 | ||||||||
| 20480 |
EU AI Act Digital Omnibus tracker MCP. Live source of truth for the EU AI Act d…
|
B 72 3⁄3 | ||||||||
| 20481 |
Provides a standardized interface for interacting with Quickbase's JSON RESTful…
|
B 72 4⁄4 | ||||||||
| 20482 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
|
B 72 3⁄3 | ||||||||
| 20483 |
Save up to 80% tokens when AI reads code via AST-aware structural reading
|
B 72 3⁄3 | ||||||||
| 20484 |
MCP server for code structure analysis using tree-sitter.
|
B 72 3⁄3 | ||||||||
| 20485 |
ronykit
Claim
API Framework supporting REST and RPC.
|
B 72 3⁄3 | ||||||||
| 20486 |
A Windows desktop GUI control MCP server that enables agents to operate semanti…
|
B 72 3⁄3 | ||||||||
| 20487 |
MCP server for Megaplan — tasks, deals management via API v3.
|
B 72 3⁄3 | ||||||||
| 20488 |
19 tools for Google Forms: create quizzes, add questions, set answer keys, read…
|
B 72 3⁄3 | ||||||||
| 20489 |
An MCP server providing comprehensive access to Ethereum blockchain data across…
|
B 72 4⁄4 | ||||||||
| 20490 |
Twitter Bridge MCP
Claim
Enables Claude.ai to interact with Twitter/X by using browser automation to per…
|
B 72 3⁄3 | ||||||||
| 20491 |
MCP server for Microsoft SQL Server using mssql-python
|
B 72 3⁄3 | ||||||||
| 20492 |
Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRout…
|
B 72 4⁄4 | ||||||||
| 20493 |
Leverage advanced analytical thinking capabilities to break down complex proble…
|
B 72 3⁄3 | ||||||||
| 20494 |
An open-source server that enables AI agents to interact with Azure DevOps proj…
|
B 72 4⁄4 | ||||||||
| 20495 |
MCP server for Snyk API & Web — DAST scanning, findings management, and vulnera…
|
B 72 3⁄3 | ||||||||
| 20496 |
mcp-viral-transformer
Claim
Turn URLs into viral posts via "remake" command.
|
B 72 3⁄3 | ||||||||
| 20497 |
Agent tracing, cost tracking, anomaly detection for LLM agents
|
B 72 3⁄3 | ||||||||
| 20498 |
MCP server for Walmart - search products, manage cart, track orders
|
B 72 3⁄3 | ||||||||
| 20499 |
mymir
Claim
Context management for the agent-native engineering era.
|
B 72 3⁄3 | ||||||||
| 20500 |
A command-line utility for interacting with MCP servers.
|
B 72 4⁄3 | ||||||||