MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11551 |
MCP server to manage Spotify from MCP clients
|
C 63 6⁄4 | ||||||||
| 11552 |
A template for deploying an unauthenticated Model Context Protocol server on Cl…
|
C 63 5⁄5 | ||||||||
| 11553 |
Enables Claude to perform comprehensive read and write operations on Google Doc…
|
C 63 6⁄4 | ||||||||
| 11554 |
Enables parallel implementation of tasks using git worktrees, allowing you to c…
|
C 63 5⁄4 | ||||||||
| 11555 |
Remote MCP Server
Claim
Enables deployment of MCP servers on Cloudflare Workers without authentication,…
|
C 63 5⁄5 | ||||||||
| 11556 |
* Index Management Tools:
* List all indices in OpenSearch cluster
* Get inde…
|
C 63 5⁄5 | ||||||||
| 11557 |
A Model Context Protocol server that provides web search capabilities via DuckD…
|
C 63 5⁄5 | ||||||||
| 11558 |
Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP…
|
C 63 5⁄4 | ||||||||
| 11559 |
Enables AI systems to remember interactions, understand document context throug…
|
C 63 5⁄5 | ||||||||
| 11560 |
Enables AI-powered analysis and prediction of household energy consumption thro…
|
C 63 5⁄5 | ||||||||
| 11561 |
Provides tools for stock data retrieval, historical analysis, and market compar…
|
C 63 5⁄4 | ||||||||
| 11562 |
fusional
Claim
Unified MCP gateway that loads 150+ AI tools via a single Docker command. Execu…
|
C 63 5⁄5 | ||||||||
| 11563 |
Weather MCP
Claim
Enables users to get real-time weather information for any city in the world. P…
|
C 63 5⁄5 | ||||||||
| 11564 |
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
|
C 63 5⁄4 | ||||||||
| 11565 |
Provides access to Gmail functionalities including listing unread emails, searc…
|
C 63 5⁄5 | ||||||||
| 11566 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
C 63 6⁄6 | ||||||||
| 11567 |
Provides interactive Python REPL capabilities with persistent sessions, virtual…
|
C 63 5⁄5 | ||||||||
| 11568 |
Enables AI assistants to interact with ClickUp's project management platform. S…
|
C 63 5⁄5 | ||||||||
| 11569 |
Enables semantic code search across codebases with automatic incremental indexi…
|
C 63 6⁄6 | ||||||||
| 11570 |
Enables sending push notifications to your devices via Pushover, allowing you t…
|
C 63 5⁄5 | ||||||||
| 11571 |
Python MSSQL MCP Server
Claim
Enables Language Models to interact with Microsoft SQL Server databases by insp…
|
C 63 5⁄5 | ||||||||
| 11572 |
A deployable MCP (Model Context Protocol) server on Cloudflare Workers that doe…
|
C 63 5⁄5 | ||||||||
| 11573 |
A deployment solution for a remote Model Context Protocol server on Cloudflare …
|
C 63 5⁄5 | ||||||||
| 11574 |
Enables read-only interaction with NetBox network documentation and infrastruct…
|
C 63 5⁄5 | ||||||||
| 11575 |
A community-developed Model Context Protocol server that integrates with the Ri…
|
C 63 5⁄5 | ||||||||
| 11576 |
A serverless solution for deploying Model Context Protocol (MCP) servers on Clo…
|
C 63 5⁄5 | ||||||||
| 11577 |
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
|
C 63 6⁄4 | ||||||||
| 11578 |
Enables web search capabilities through the Tavily API via the Model Context Pr…
|
C 63 5⁄5 | ||||||||
| 11579 |
A containerized MCP server for parsing OT/ICS packet captures, specifically sup…
|
C 63 5⁄5 | ||||||||
| 11580 |
WineDbg MCP Server
Claim
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
|
C 63 5⁄4 | ||||||||
| 11581 |
A Model Context Protocol server that provides comprehensive YouTube search func…
|
C 63 5⁄4 | ||||||||
| 11582 |
Customized MCP Server
Claim
A server that integrates the MCP library with OpenAI's API, allowing users to i…
|
C 63 5⁄4 | ||||||||
| 11583 |
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
|
C 63 5⁄4 | ||||||||
| 11584 |
查询实时天气数据、降水预报和天气预警信息。获取准确的天气信息,帮助您做出更好的出行和活动决策。支持多种语言和单位制选择,满足不同用户的需求。
|
C 63 5⁄5 | ||||||||
| 11585 |
Middleware that converts a serverless handler with OpenAPI spec into an MCP end…
|
C 63 5⁄4 | ||||||||
| 11586 |
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
|
C 63 5⁄5 | ||||||||
| 11587 |
Provides access to VisiData functionality for data analysis, visualization, and…
|
C 63 5⁄4 | ||||||||
| 11588 |
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
|
C 63 5⁄5 | ||||||||
| 11589 |
A Model Context Protocol server that provides unified access to 400+ AI models …
|
C 63 5⁄5 | ||||||||
| 11590 |
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
|
C 63 5⁄5 | ||||||||
| 11591 |
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
|
C 63 6⁄4 | ||||||||
| 11592 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
|
C 63 5⁄5 | ||||||||
| 11593 |
kaggle
Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
|
C 63 5⁄4 | ||||||||
| 11594 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 63 6⁄6 | ||||||||
| 11595 |
A deterministic, read-only MCP server that enforces license headers in tracked …
|
C 63 5⁄4 | ||||||||
| 11596 |
This MCP server provides comprehensive read and write access to Google Classroo…
|
C 63 5⁄5 | ||||||||
| 11597 |
Web scraping using ScrAPI. Extract website content that is difficult to access …
|
C 63 6⁄6 | ||||||||
| 11598 |
A Model Context Protocol server that enables LLMs to understand BigQuery datase…
|
C 63 5⁄5 | ||||||||
| 11599 |
Persistent memory for AI agents. Store context, retrieve it semantically.
|
C 63 6⁄4 | ||||||||
| 11600 |
MISP-MCP-SERVER
|
C 63 5⁄5 | ||||||||