MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16551 |
ContextStream MCP server for code context, memory, search, and AI tools.
|
F 25 6⁄6 | ||||||||
| 16552 |
Enables LLMs to interact with Sisense data models and create charts programmati…
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F 25 6⁄6 | ||||||||
| 16553 |
An MCP server that enables searching and retrieving content from Confluence doc…
|
F 25 5⁄5 | ||||||||
| 16554 |
An MCP server application that sends various types of messages to the WeCom gro…
|
F 25 5⁄5 | ||||||||
| 16555 |
A server that allows you to explore the GitHub GraphQL schema and execute Graph…
|
F 25 5⁄5 | ||||||||
| 16556 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
F 25 5⁄4 | ||||||||
| 16557 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16558 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16559 |
Provides econometric modeling capabilities through R, enabling AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16560 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 16561 |
An MCP python server using Playwright for browser automation,more suitable for …
|
F 25 5⁄4 | ||||||||
| 16562 |
紫微AI，是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpr…
|
F 25 5⁄5 | ||||||||
| 16563 |
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
|
F 25 6⁄6 | ||||||||
| 16564 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16565 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 16566 |
Connect AI assistants to Manticore Search. Execute SQL queries, list tables, ge…
|
F 25 5⁄4 | ||||||||
| 16567 |
The MCP server that keeps you informed by sending the notification on phone usi…
|
F 25 5⁄4 | ||||||||
| 16568 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
|
F 25 5⁄5 | ||||||||
| 16569 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16570 |
Enables secure cloud-based execution of code across 14+ programming languages w…
|
F 25 5⁄5 | ||||||||
| 16571 |
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
|
F 25 5⁄5 | ||||||||
| 16572 |
Instant access to electronic component datasheets for AI agents — specs, pinout…
|
F 25 6⁄6 | ||||||||
| 16573 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16574 |
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
|
F 25 5⁄4 | ||||||||
| 16575 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16576 |
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
|
F 25 5⁄4 | ||||||||
| 16577 |
Enables AI assistants to interact with Hadoop Hue for executing SQL queries usi…
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F 25 5⁄5 | ||||||||
| 16578 |
|
F 25 5⁄4 | ||||||||
| 16579 |
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
|
F 25 5⁄5 | ||||||||
| 16580 |
Enables the deployment of HTML content, folders, and full-stack projects to Edg…
|
F 25 6⁄6 | ||||||||
| 16581 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
|
F 25 5⁄5 | ||||||||
| 16582 |
ClickHouse database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16583 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16584 |
Enables interaction with Discord using personal user tokens instead of bot appl…
|
F 25 5⁄4 | ||||||||
| 16585 |
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
|
F 25 5⁄5 | ||||||||
| 16586 |
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
|
F 25 5⁄5 | ||||||||
| 16587 |
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
|
F 25 5⁄5 | ||||||||
| 16588 |
Provide AI-powered security analysis and safety instruction tools to protect AI…
|
F 25 5⁄4 | ||||||||
| 16589 |
An MCP server implementation that integrates AI assistants with Langfuse worksp…
|
F 25 5⁄5 | ||||||||
| 16590 |
A comprehensive learning project demonstrating MCP server implementation with t…
|
F 25 5⁄5 | ||||||||
| 16591 |
Enables AI assistants to read from and write to Notion databases through the Re…
|
F 25 5⁄5 | ||||||||
| 16592 |
Provides AI-powered search capabilities through three specialized tools: web se…
|
F 25 6⁄6 | ||||||||
| 16593 |
Enables AI assistants to interact with the Hertz car rental service through hea…
|
F 25 5⁄5 | ||||||||
| 16594 |
Enables AI assistants to run, debug, and interact with Solar2D projects by capt…
|
F 25 5⁄4 | ||||||||
| 16595 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16596 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 16597 |
Integrates with the ovice Public API to manage virtual office workspaces, group…
|
F 25 5⁄5 | ||||||||
| 16598 |
A Node.js and TypeScript server that enables searching for job listings and acc…
|
F 25 5⁄4 | ||||||||
| 16599 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16600 |
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
|
F 25 6⁄6 | ||||||||