MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 5701 |
Gives large language models time awareness capabilities through various time-re…
|
B 73 5⁄5 | ||||||||
| 5702 |
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
|
B 73 5⁄5 | ||||||||
| 5703 |
A comprehensive tutorial project that teaches Model Context Protocol (MCP) deve…
|
B 73 5⁄4 | ||||||||
| 5704 |
Enables AI assistants to perform high-precision Price and Yield calculations fo…
|
B 73 5⁄5 | ||||||||
| 5705 |
A Model Context Protocol server that enables Claude to perform advanced web res…
|
B 73 5⁄5 | ||||||||
| 5706 |
SkyFi MCP Server
Claim
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
|
B 73 5⁄5 | ||||||||
| 5707 |
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
|
B 73 5⁄4 | ||||||||
| 5708 |
Enables execution and management of Babashka scripts using the Model Context Pr…
|
B 73 5⁄5 | ||||||||
| 5709 |
A personal knowledge MCP server with vector database for the Opencode ecosystem…
|
B 73 5⁄4 | ||||||||
| 5710 |
Provides persistent context management for AI agents by storing and querying se…
|
B 73 5⁄5 | ||||||||
| 5711 |
Provides long-term memory storage for AI assistants with semantic search, enabl…
|
B 73 5⁄4 | ||||||||
| 5712 |
PubNub Model Context Protocol MCP Server for Cursor and Claude
|
B 73 5⁄5 | ||||||||
| 5713 |
Enables searching and browsing Android source code across projects like Android…
|
B 73 5⁄5 | ||||||||
| 5714 |
A template for creating custom tools for Cursor IDE using Model Context Protoco…
|
B 73 5⁄5 | ||||||||
| 5715 |
Enables AI agents to send messages, manage rich menus, and interact with users …
|
B 73 5⁄5 | ||||||||
| 5716 |
An MCP server for Nordic nRF Connect SDK development that enables users to list…
|
B 73 5⁄5 | ||||||||
| 5717 |
Enables AI agents to achieve production-ready solutions through iterative refin…
|
B 73 5⁄5 | ||||||||
| 5718 |
Enables integration with Monotype API for managing company users, teams, and ro…
|
B 73 5⁄5 | ||||||||
| 5719 |
A server that enables AI models to interact with HubSpot CRM data and operation…
|
B 73 5⁄5 | ||||||||
| 5720 |
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
|
B 73 5⁄4 | ||||||||
| 5721 |
Hi-AI
Claim
AI development assistant with 36 specialized tools for memory management, code …
|
B 73 5⁄5 | ||||||||
| 5722 |
A Message Control Protocol server that enables Claude Desktop and other applica…
|
B 73 5⁄4 | ||||||||
| 5723 |
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
|
B 73 5⁄5 | ||||||||
| 5724 |
Provides tools to authenticate, search, and manage sessions within WingArc's iA…
|
B 73 5⁄5 | ||||||||
| 5725 |
Muni-MCP
Claim
Professional building code compliance assistant that interfaces with municipal …
|
B 73 5⁄5 | ||||||||
| 5726 |
Google Ads MCP Server
Claim
This MCP server searches Google's public ads database and uses AI to analyze ad…
|
B 73 5⁄5 | ||||||||
| 5727 |
Provides comprehensive tools for managing BookStack instances, including full C…
|
B 73 5⁄5 | ||||||||
| 5728 |
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
|
B 73 5⁄4 | ||||||||
| 5729 |
tbls MCP Server
Claim
Provides access to database schema information generated by tbls and enables se…
|
B 73 5⁄5 | ||||||||
| 5730 |
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
|
B 73 5⁄5 | ||||||||
| 5731 |
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
|
B 73 5⁄5 | ||||||||
| 5732 |
SAFE MCP Server
Claim
Enables AI assistants to encrypt and decrypt files or text using the SAFE utili…
|
B 73 5⁄4 | ||||||||
| 5733 |
Enables querying TV programming data from Tunarr XMLTV feeds, including viewing…
|
B 73 5⁄5 | ||||||||
| 5734 |
Enables interaction with Cisco NX-OS devices by executing CLI commands via the …
|
B 73 5⁄5 | ||||||||
| 5735 |
Provides access to the Rasmio API for searching and retrieving detailed informa…
|
B 73 5⁄5 | ||||||||
| 5736 |
A Node.js implementation of the Model Context Protocol server using SQLite, pro…
|
B 73 5⁄4 | ||||||||
| 5737 |
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
|
B 73 5⁄4 | ||||||||
| 5738 |
This server provides tools for uploading images and videos directly to Cloudina…
|
B 73 5⁄5 | ||||||||
| 5739 |
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
|
B 73 5⁄5 | ||||||||
| 5740 |
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
|
B 73 6⁄4 | ||||||||
| 5741 |
Integrates Redshift database query capabilities with vector-based knowledgebase…
|
B 73 5⁄5 | ||||||||
| 5742 |
This server supports remote MCP connections, includes built-in Google OAuth, an…
|
B 73 5⁄5 | ||||||||
| 5743 |
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
|
B 73 5⁄4 | ||||||||
| 5744 |
MSFT-Mail+Calendar
Claim
MSFT-Mail+Calendar
|
B 73 5⁄4 | ||||||||
| 5745 |
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
|
B 73 5⁄4 | ||||||||
| 5746 |
Enables AI assistants to create and manage visual automation configurations, wo…
|
B 73 5⁄5 | ||||||||
| 5747 |
A Ghidra MCP server that enables AI language models to interact with Ghidra for…
|
B 73 5⁄4 | ||||||||
| 5748 |
flexible-graphrag
Claim
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Ve…
|
B 73 5⁄4 | ||||||||
| 5749 |
Google Chat MCP Server
Claim
Enables posting text messages to Google Chat spaces using webhooks, providing s…
|
B 73 5⁄5 | ||||||||
| 5750 |
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
|
B 73 5⁄5 | ||||||||