MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22001 |
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
|
C 67 4⁄3 | ||||||||
| 22002 |
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
|
C 67 4⁄3 | ||||||||
| 22003 |
Provides comprehensive access to HubSpot CRM API for managing contacts, compani…
|
C 67 4⁄4 | ||||||||
| 22004 |
Provides a comprehensive Model Context Protocol interface for RAGFlow, enabling…
|
C 67 4⁄4 | ||||||||
| 22005 |
An MCP server that provides AI assistants with full control over a real browser…
|
C 67 3⁄3 | ||||||||
| 22006 |
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
|
C 67 4⁄4 | ||||||||
| 22007 |
MCP server for GitHub Enterprise API integration
|
C 67 4⁄4 | ||||||||
| 22008 |
claudit-sec
Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
C 67 3⁄3 | ||||||||
| 22009 |
mockd
Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
|
C 67 4⁄3 | ||||||||
| 22010 |
Mob
Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
|
C 67 4⁄4 | ||||||||
| 22011 |
code-index-mcp
Claim
A Model Context Protocol (MCP) server that helps large language models index, s…
|
C 67 4⁄3 | ||||||||
| 22012 |
wafer-map-mcp
Claim
Exposes semiconductor wafer analysis tools including wafer maps, P-charts, and …
|
C 67 3⁄3 | ||||||||
| 22013 |
chat
Claim
Chat Client for Your Service's MCP Server
|
C 67 3⁄3 | ||||||||
| 22014 |
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
|
C 67 3⁄3 | ||||||||
| 22015 |
Enables AI assistants to perform reverse engineering and debugging of Windows e…
|
C 67 3⁄3 | ||||||||
| 22016 |
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
|
C 67 3⁄3 | ||||||||
| 22017 |
Enables integration with Repsona project management platform, allowing users to…
|
C 67 4⁄4 | ||||||||
| 22018 |
RefMD MCP Server
Claim
Enables chatbots to browse, search, create, and edit Markdown documents stored …
|
C 67 4⁄4 | ||||||||
| 22019 |
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
|
C 67 3⁄3 | ||||||||
| 22020 |
Provides AI assistants with access to the RecurPost API to manage social media …
|
C 67 3⁄3 | ||||||||
| 22021 |
Enables Claude Code to orchestrate a team of independent Claude Code sessions w…
|
C 67 4⁄3 | ||||||||
| 22022 |
Enables secure management of VMware vCenter 8.0+ environments through controlle…
|
C 67 4⁄4 | ||||||||
| 22023 |
developer
Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
|
C 67 4⁄3 | ||||||||
| 22024 |
agent-zero
Claim
|
C 67 3⁄3 | ||||||||
| 22025 |
|
C 67 3⁄3 | ||||||||
| 22026 |
Agentic RAG MCP Server
Claim
A local Retrieval-Augmented Generation system that enables AI agents to query a…
|
C 67 3⁄3 | ||||||||
| 22027 |
vancouver
Claim
Simple MCP server library for Elixir.
|
C 67 3⁄3 | ||||||||
| 22028 |
paiml-mcp-agent-toolkit
Claim
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
|
C 67 4⁄3 | ||||||||
| 22029 |
SecureMCP
Claim
SecureMCP is a security auditing tool designed to detect vulnerabilities and mi…
|
C 67 3⁄3 | ||||||||
| 22030 |
chat-ui
Claim
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML Fil…
|
C 67 3⁄3 | ||||||||
| 22031 |
A high-performance CLI tool that provides semantic code search, advanced archit…
|
C 67 4⁄4 | ||||||||
| 22032 |
browser-use-rs
Claim
|
C 67 4⁄3 | ||||||||
| 22033 |
mcp-engine-public
Claim
The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assis…
|
C 67 3⁄3 | ||||||||
| 22034 |
swift-fast-mcp
Claim
The fastest way to build MCP servers in Swift.
|
C 67 3⁄3 | ||||||||
| 22035 |
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI a…
|
C 67 3⁄3 | ||||||||
| 22036 |
AroFlo MCP
Claim
A production-ready MCP server that enables interaction with the AroFlo API to m…
|
C 67 4⁄4 | ||||||||
| 22037 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 22038 |
|
C 67 3⁄3 | ||||||||
| 22039 |
MCP server for Outline knowledge base implemented on Rust as one statically lin…
|
C 67 4⁄4 | ||||||||
| 22040 |
MCPSafari
Claim
MCPSafari: Native Safari MCP Server for AI Agents
|
C 67 3⁄3 | ||||||||
| 22041 |
MCP server for integrating with Anki flashcards through conversational AI
|
C 67 4⁄3 | ||||||||
| 22042 |
日本の公的データ（統計・法人・不動産）にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
|
C 67 4⁄3 | ||||||||
| 22043 |
A video enhancement MCP server that supports creating tasks, querying status, a…
|
C 67 3⁄3 | ||||||||
| 22044 |
MCP server that synthesizes user feedback from multiple sources into actionable…
|
C 67 3⁄3 | ||||||||
| 22045 |
claude-fidelity-mcp
Claim
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
|
C 67 3⁄3 | ||||||||
| 22046 |
mcp-loxone
Claim
An opinionated Model Context Protocol (MCP) server for controlling Loxone home …
|
C 67 4⁄3 | ||||||||
| 22047 |
An MCP server for NONMEM pharmacometric modeling that provides structured acces…
|
C 67 4⁄4 | ||||||||
| 22048 |
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
|
C 67 3⁄3 | ||||||||
| 22049 |
MCP server that searches Baseline status using Web Platform API
|
C 67 4⁄3 | ||||||||
| 22050 |
CLI tool for testing MCP servers
|
C 67 4⁄3 | ||||||||