MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11551 |
Provides access to the Youtube138 API for searching videos, retrieving channel …
|
C 63 5⁄5 | ||||||||
| 11552 |
A Model Context Protocol server that enables efficient management of GitHub iss…
|
C 63 5⁄4 | ||||||||
| 11553 |
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
|
C 63 6⁄4 | ||||||||
| 11554 |
A Model Context Protocol server that wraps Apache Airflow's REST API with Beare…
|
C 63 5⁄4 | ||||||||
| 11555 |
kaggle
Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
|
C 63 5⁄4 | ||||||||
| 11556 |
Persistent memory for AI agents. Store context, retrieve it semantically.
|
C 63 6⁄4 | ||||||||
| 11557 |
A MCP client for browser-use
|
C 63 5⁄4 | ||||||||
| 11558 |
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
|
C 63 5⁄5 | ||||||||
| 11559 |
A MCP server for retrieving backlink information for any domain(SEO).
|
C 63 5⁄5 | ||||||||
| 11560 |
A Model Context Protocol server that enables AI models to fetch weather alerts …
|
C 63 5⁄5 | ||||||||
| 11561 |
Provide seamless access to Appfolio Property Manager Reporting API through a st…
|
C 63 6⁄6 | ||||||||
| 11562 |
A service that extracts and transcribes audio content from videos across 1000+ …
|
C 63 5⁄5 | ||||||||
| 11563 |
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
|
C 63 5⁄4 | ||||||||
| 11564 |
Enables Claude to perform comprehensive read and write operations on Google Doc…
|
C 63 6⁄4 | ||||||||
| 11565 |
AgentBase: open registry of agent instruction files for AI agents. Search and r…
|
C 63 6⁄4 | ||||||||
| 11566 |
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
|
C 63 5⁄5 | ||||||||
| 11567 |
MCP Docs Server
Claim
Provides direct access to local documentation files through simple search and o…
|
C 63 5⁄4 | ||||||||
| 11568 |
Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…
|
C 63 6⁄4 | ||||||||
| 11569 |
Hosted shared knowledge base for AI agents. Store, search, and retrieve structu…
|
C 63 6⁄6 | ||||||||
| 11570 |
Provides AI assistants with real-time access to the AGNO framework documentatio…
|
C 63 5⁄5 | ||||||||
| 11571 |
Enables semantic code search across codebases with automatic incremental indexi…
|
C 63 6⁄6 | ||||||||
| 11572 |
📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具
|
C 63 5⁄5 | ||||||||
| 11573 |
MCP Geo Location Demo
Claim
A server that enables AI models to access user geolocation information via Edge…
|
C 63 5⁄5 | ||||||||
| 11574 |
A Model Context Protocol server that enables interaction with Service Nervous S…
|
C 63 5⁄5 | ||||||||
| 11575 |
mcp-demo
Claim
Provide a simple demonstration of an MCP server implementation. Enable basic in…
|
C 63 5⁄4 | ||||||||
| 11576 |
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
|
C 63 5⁄4 | ||||||||
| 11577 |
A Model Context Protocol server for Hackle API providing tools and resources fo…
|
C 63 5⁄5 | ||||||||
| 11578 |
An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing…
|
C 63 6⁄4 | ||||||||
| 11579 |
Enables AI assistants to access and search your local browsing knowledge graph …
|
C 63 5⁄4 | ||||||||
| 11580 |
Unified MCP safety server that detects prompt injection (75 patterns), scans LL…
|
C 63 5⁄5 | ||||||||
| 11581 |
Enables querying the latest commit information for any file in the Chromium rep…
|
C 63 5⁄5 | ||||||||
| 11582 |
Provides tools for stock data retrieval, historical analysis, and market compar…
|
C 63 5⁄4 | ||||||||
| 11583 |
A secure, local-first MCP server that enables users to query QuickBooks data su…
|
C 63 5⁄4 | ||||||||
| 11584 |
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
|
C 63 5⁄5 | ||||||||
| 11585 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11586 |
Enables access to comprehensive news data through the Perigon API, including se…
|
C 63 6⁄6 | ||||||||
| 11587 |
GullakAI MCP Server
Claim
Enables personal finance management through conversational AI, including expens…
|
C 63 5⁄5 | ||||||||
| 11588 |
A basic Model Context Protocol (MCP) server implementation that provides a foun…
|
C 63 5⁄5 | ||||||||
| 11589 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
|
C 63 5⁄5 | ||||||||
| 11590 |
|
C 63 5⁄5 | ||||||||
| 11591 |
cesium-ai-integrations
Claim
Cesium AI Integrations is a collection of reference integrations and experiment…
|
C 63 5⁄4 | ||||||||
| 11592 |
A serverless solution for deploying a Model Context Protocol server on Cloudfla…
|
C 63 5⁄5 | ||||||||
| 11593 |
A tool that enables access to Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11594 |
Enables advanced todo list management and content organization using Notion's A…
|
C 63 5⁄5 | ||||||||
| 11595 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11596 |
Rransforms Tailwind components to NativeWind 4.
|
C 63 5⁄5 | ||||||||
| 11597 |
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
|
C 63 5⁄5 | ||||||||
| 11598 |
An MCP server for querying and exploring SysML XMI models, specifically designe…
|
C 63 5⁄5 | ||||||||
| 11599 |
A comprehensive toolkit that enhances LLM capabilities through the Model Contex…
|
C 63 6⁄6 | ||||||||
| 11600 |
A Model Context Protocol server providing standardized access to Bible data res…
|
C 63 5⁄5 | ||||||||