MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16401 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16402 |
An MCP server built with FastMCP that currently provides a simple mathematical …
|
F 25 5⁄5 | ||||||||
| 16403 |
Enables MCP agents to request human confirmation for actions via a Telegram bot…
|
F 25 5⁄5 | ||||||||
| 16404 |
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
|
F 25 5⁄5 | ||||||||
| 16405 |
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
|
F 25 5⁄5 | ||||||||
| 16406 |
An MCP server for the Sui blockchain that enables AI agents to manage accounts,…
|
F 25 5⁄5 | ||||||||
| 16407 |
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
|
F 25 5⁄5 | ||||||||
| 16408 |
This server enables users to download entire websites and their assets for offl…
|
F 25 5⁄4 | ||||||||
| 16409 |
Trust layer for AI agents: identity, guard, redact, escrow, and x402 payments.
|
F 25 5⁄4 | ||||||||
| 16410 |
Integrates OpenAI GPT-5 capabilities into Claude Code, providing autonomous age…
|
F 25 5⁄5 | ||||||||
| 16411 |
Enables AI assistants to interact with the Test2w REST API to explore endpoints…
|
F 25 5⁄5 | ||||||||
| 16412 |
Enables complete control over the Carla audio plugin host through natural langu…
|
F 25 5⁄4 | ||||||||
| 16413 |
Bridges browser content, developer tools data, and web page interactions with C…
|
F 25 5⁄4 | ||||||||
| 16414 |
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
|
F 25 5⁄5 | ||||||||
| 16415 |
Enables interaction with the AppFlowy Cloud API to manage workspaces, databases…
|
F 25 5⁄5 | ||||||||
| 16416 |
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
|
F 25 5⁄5 | ||||||||
| 16417 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16418 |
Enables Cursor and Windsurf to safely manage Supabase databases, execute SQL qu…
|
F 25 5⁄5 | ||||||||
| 16419 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||
| 16420 |
Connects Home Assistant media players to Cursor, allowing automated control of …
|
F 25 5⁄5 | ||||||||
| 16421 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16422 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16423 |
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
|
F 25 5⁄5 | ||||||||
| 16424 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16425 |
A Node.js application that enables programmatic interaction with WhatsApp deskt…
|
F 25 5⁄4 | ||||||||
| 16426 |
An MCP server that wraps the Gemini CLI to provide tools for executing prompts,…
|
F 25 5⁄5 | ||||||||
| 16427 |
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
|
F 25 5⁄5 | ||||||||
| 16428 |
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
|
F 25 6⁄6 | ||||||||
| 16429 |
Google Toolbox
|
F 25 5⁄4 | ||||||||
| 16430 |
MCP server for OpenTable - let AI agents book restaurant reservations and manag…
|
F 25 5⁄4 | ||||||||
| 16431 |
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
|
F 25 5⁄5 | ||||||||
| 16432 |
MCP server for OpenAI Sora AI video generation
|
F 25 5⁄5 | ||||||||
| 16433 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16434 |
Enables interaction with Insperity's REST API to access employee data, includin…
|
F 25 5⁄5 | ||||||||
| 16435 |
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
|
F 25 5⁄4 | ||||||||
| 16436 |
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
|
F 25 5⁄5 | ||||||||
| 16437 |
A Puppeteer-based server designed for remote debugging, E2E testing, and DOM in…
|
F 25 5⁄4 | ||||||||
| 16438 |
Provides a set of tools to interact with Tecton clusters, manage feature stores…
|
F 25 5⁄5 | ||||||||
| 16439 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16440 |
A service that provides complete driver-for-hire functionality based on e代驾 ope…
|
F 25 5⁄5 | ||||||||
| 16441 |
Enables AI models to play the game Peggle by capturing the primary monitor's sc…
|
F 25 5⁄4 | ||||||||
| 16442 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16443 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16444 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16445 |
Korean & global crypto exchange routing, arbitrage signals, and x402 USDC micro…
|
F 25 6⁄6 | ||||||||
| 16446 |
A lightweight bridge server that connects WeChat Reading (WeRead) data with Cla…
|
F 25 5⁄5 | ||||||||
| 16447 |
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
|
F 25 5⁄5 | ||||||||
| 16448 |
MCP Server Framework and Tool Development library for building custom capabilit…
|
F 25 5⁄4 | ||||||||
| 16449 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 16450 |
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
|
F 25 5⁄5 | ||||||||