MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9701 |
Enables seamless content conversion between multiple formats including Markdown…
|
C 67 5⁄4 | ||||||||
| 9702 |
Provides emergency coding assistance by querying three AI coding models simulta…
|
C 67 5⁄5 | ||||||||
| 9703 |
Enables AI assistants to manage calendars and tasks through natural language, s…
|
C 67 5⁄5 | ||||||||
| 9704 |
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE works…
|
C 67 6⁄6 | ||||||||
| 9705 |
Official Substack MCP Server
|
C 66 5⁄5 | ||||||||
| 9706 |
Python based with all 29 tools that's available to developers from National Par…
|
C 66 5⁄4 | ||||||||
| 9707 |
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
|
C 66 5⁄4 | ||||||||
| 9708 |
An MCP server that enables natural language search capabilities for Spryker pac…
|
C 66 5⁄5 | ||||||||
| 9709 |
MCP API Server
Claim
A modular MCP server that connects to external APIs, providing tools for weathe…
|
C 66 5⁄5 | ||||||||
| 9710 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9711 |
An MCP server providing a range of cryptocurrency technical analysis indicators…
|
C 66 5⁄5 | ||||||||
| 9712 |
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
|
C 66 5⁄5 | ||||||||
| 9713 |
File Convert MCP Server
|
C 66 5⁄5 | ||||||||
| 9714 |
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
|
C 66 5⁄4 | ||||||||
| 9715 |
Enables AI assistants to manage MinIO object storage through comprehensive buck…
|
C 66 5⁄5 | ||||||||
| 9716 |
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
|
C 66 5⁄5 | ||||||||
| 9717 |
Enables AI assistants to search documentation, read and update configuration fi…
|
C 66 5⁄5 | ||||||||
| 9718 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 66 5⁄5 | ||||||||
| 9719 |
A server that allows interfacing with the Chinese social media platform Xiaohon…
|
C 66 5⁄4 | ||||||||
| 9720 |
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
|
C 66 6⁄4 | ||||||||
| 9721 |
MCP server for scanning and remediating hardcoded secrets using GitGuardian’s A…
|
C 66 5⁄5 | ||||||||
| 9722 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 66 5⁄4 | ||||||||
| 9723 |
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
|
C 66 5⁄5 | ||||||||
| 9724 |
Volatility3 MCP Server
Claim
Connects LLMs like Claude Desktop with Volatility3 forensics framework, enablin…
|
C 66 5⁄4 | ||||||||
| 9725 |
Enables secure, read-only access to Firebase Firestore collections and Storage …
|
C 66 5⁄5 | ||||||||
| 9726 |
Enables interaction with Cloudera Machine Learning to manage projects, files, a…
|
C 66 5⁄5 | ||||||||
| 9727 |
A Model Context Protocol server for managing, searching, and retrieving local m…
|
C 66 5⁄4 | ||||||||
| 9728 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 9729 |
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
|
C 66 5⁄5 | ||||||||
| 9730 |
A Model Context Protocol server that allows management of Counter-Strike 2 game…
|
C 66 5⁄5 | ||||||||
| 9731 |
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
|
C 66 6⁄4 | ||||||||
| 9732 |
Engagio MCP
Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
|
C 66 5⁄5 | ||||||||
| 9733 |
A lightweight MCP server that tells you exactly who you are.
|
C 66 5⁄4 | ||||||||
| 9734 |
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
|
C 66 6⁄4 | ||||||||
| 9735 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 9736 |
Seedream 4.0 MCP
Claim
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
|
C 66 5⁄5 | ||||||||
| 9737 |
This MCP server verifies that an agent’s claimed tool output matches the actual…
|
C 66 5⁄4 | ||||||||
| 9738 |
An MCP server that provides AI assistants with direct access to application log…
|
C 66 5⁄4 | ||||||||
| 9739 |
Enables development support for AS400/IBM i systems by providing read-only acce…
|
C 66 5⁄5 | ||||||||
| 9740 |
Execute Python code with persistent state across Claude conversations using a b…
|
C 66 5⁄4 | ||||||||
| 9741 |
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
|
C 66 5⁄4 | ||||||||
| 9742 |
A streamlined MCP server designed for querying on-call runbooks through an opti…
|
C 66 5⁄5 | ||||||||
| 9743 |
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
|
C 66 5⁄5 | ||||||||
| 9744 |
Fetches and tracks content from YouTube channels, RSS feeds, and GitHub release…
|
C 66 5⁄5 | ||||||||
| 9745 |
The Tencent RTC MCP Server provides real-time communication capabilities such a…
|
C 66 5⁄5 | ||||||||
| 9746 |
Enables comprehensive control and automation of Yandex Browser, including tab m…
|
C 66 5⁄5 | ||||||||
| 9747 |
This server enables running a Model Context Protocol in a web browser with func…
|
C 66 5⁄5 | ||||||||
| 9748 |
This MCP server connects clients with Shopify store data, enabling retrieval of…
|
C 66 5⁄5 | ||||||||
| 9749 |
Explore a new amazing animal every single day!
|
C 66 5⁄5 | ||||||||
| 9750 |
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
|
C 66 5⁄4 | ||||||||