MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7651 |
A production-grade server that enables natural language interaction with pfSens…
|
B 70 5⁄5 | ||||||||
| 7652 |
Enables automated publishing and draft saving to note.com platform using Playwr…
|
B 70 5⁄5 | ||||||||
| 7653 |
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
|
B 70 5⁄4 | ||||||||
| 7654 |
A remote Model Context Protocol server that extracts YouTube video transcripts …
|
B 70 5⁄5 | ||||||||
| 7655 |
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
|
B 70 5⁄5 | ||||||||
| 7656 |
Enables management of DynamoDB resources through the Model Context Protocol, su…
|
B 70 5⁄5 | ||||||||
| 7657 |
Server that ingests Swagger/OpenAPI specifications and Postman collections, pro…
|
B 70 5⁄5 | ||||||||
| 7658 |
mcp-vitacore
Claim
A session memory consolidation and architectural oversight system that uses Gem…
|
B 70 5⁄5 | ||||||||
| 7659 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
|
B 70 5⁄5 | ||||||||
| 7660 |
A financial data server integrating Tushare API to provide sector indexes, mark…
|
B 70 5⁄5 | ||||||||
| 7661 |
A Model Context Protocol server that provides browser automation capabilities f…
|
B 70 5⁄5 | ||||||||
| 7662 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||
| 7663 |
A starter template for building Model Context Protocol (MCP) servers using Node…
|
B 70 5⁄4 | ||||||||
| 7664 |
Godot Sentinel MCP
Claim
Enables AI assistants to interact with Godot game projects through real-time er…
|
B 70 5⁄5 | ||||||||
| 7665 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
B 70 5⁄5 | ||||||||
| 7666 |
A Model-Context-Protocol server enabling users to perform basic operations on S…
|
B 70 5⁄5 | ||||||||
| 7667 |
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
|
B 70 5⁄5 | ||||||||
| 7668 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
B 70 5⁄5 | ||||||||
| 7669 |
Morphik MCP
Claim
Enables interaction with the Morphik multi-modal database system for document i…
|
B 70 5⁄5 | ||||||||
| 7670 |
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
|
B 70 5⁄5 | ||||||||
| 7671 |
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
|
B 70 5⁄5 | ||||||||
| 7672 |
A production-ready template for building Model Context Protocol servers in Type…
|
B 70 5⁄4 | ||||||||
| 7673 |
Meraki MCP Server
Claim
Enables management and monitoring of Cisco Meraki networks, including device op…
|
B 70 5⁄5 | ||||||||
| 7674 |
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
|
B 70 5⁄5 | ||||||||
| 7675 |
Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to se…
|
B 70 5⁄4 | ||||||||
| 7676 |
MCP server that integrates with Shopify API, allowing Claude Desktop users to r…
|
B 70 5⁄5 | ||||||||
| 7677 |
Enables comprehensive security vulnerability scanning and code quality analysis…
|
B 70 5⁄5 | ||||||||
| 7678 |
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
|
B 70 5⁄4 | ||||||||
| 7679 |
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
|
B 70 5⁄4 | ||||||||
| 7680 |
mcp-batchit
Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
|
B 70 5⁄4 | ||||||||
| 7681 |
Enables AI assistants to interact with Rhombus physical security systems, provi…
|
B 70 5⁄5 | ||||||||
| 7682 |
A Model Context Protocol server that connects to RocketReach API, enabling AI a…
|
B 70 5⁄5 | ||||||||
| 7683 |
MemoDB MCP Server
Claim
Manages AI conversation context and personal knowledge bases through the Model …
|
B 70 5⁄5 | ||||||||
| 7684 |
An MCP server providing access to Hong Kong transportation data, including pass…
|
B 70 5⁄5 | ||||||||
| 7685 |
Enables natural language interaction with Docker commands and operations. Suppo…
|
B 70 5⁄5 | ||||||||
| 7686 |
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
|
B 70 5⁄5 | ||||||||
| 7687 |
An MCP server acting as an adapter into the [ACP](https://agentcommunicationpro…
|
B 70 5⁄4 | ||||||||
| 7688 |
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
|
B 70 5⁄5 | ||||||||
| 7689 |
MCP servers for quantitative trading: live trading signals, market data, NAV hi…
|
B 70 5⁄5 | ||||||||
| 7690 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7691 |
Enables AI applications to send emails, manage drafts, and compose professional…
|
B 70 5⁄4 | ||||||||
| 7692 |
Provides secure, read-only access to Snowflake databases through the Model Cont…
|
B 70 5⁄5 | ||||||||
| 7693 |
WeatherXM Pro MCP Server
Claim
Provides comprehensive access to real-time weather data, forecasts, historical …
|
B 70 5⁄5 | ||||||||
| 7694 |
A Model Context Protocol server that provides tools to search and retrieve econ…
|
B 70 5⁄5 | ||||||||
| 7695 |
Enables creating and managing customer records via an external API with Bearer …
|
B 70 5⁄5 | ||||||||
| 7696 |
Enables AI models to perform Google Lighthouse website performance analysis, in…
|
B 70 5⁄5 | ||||||||
| 7697 |
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
|
B 70 5⁄5 | ||||||||
| 7698 |
An MCP server that stores and retrieves memories from multiple LLMs using Mongo…
|
B 70 5⁄4 | ||||||||
| 7699 |
A specialized MCP server that provides a structured interface to the Europe PMC…
|
B 70 5⁄5 | ||||||||
| 7700 |
A demonstration MCP server supporting both Stdio and SSE transports, providing …
|
B 70 5⁄5 | ||||||||