MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3801 |
Dynamically converts any REST API into MCP tools by registering web API configu…
|
B 75 5⁄5 | ||||||||
| 3802 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 3803 |
Provides AI with persistent memory management including short-term memory (FIFO…
|
B 75 5⁄4 | ||||||||
| 3804 |
An MCP server for sandboxed Python code execution with IPython and Docker, and …
|
B 75 5⁄4 | ||||||||
| 3805 |
|
B 75 5⁄4 | ||||||||
| 3806 |
Enables AI assistants to interact with QuestDB time-series databases through to…
|
B 75 5⁄5 | ||||||||
| 3807 |
Enables AI assistants to access and analyze NOAA electronic navigational charts…
|
B 75 5⁄4 | ||||||||
| 3808 |
Ticketmaster MCP Server
Claim
Enable seamless integration of Ticketmaster data and services into your applica…
|
B 75 5⁄4 | ||||||||
| 3809 |
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
|
B 75 5⁄5 | ||||||||
| 3810 |
Provides AI assistants with access to University of Alabama at Birmingham's Res…
|
B 75 5⁄5 | ||||||||
| 3811 |
Enables AI assistants to interact with Form.io's API to create, read, update, a…
|
B 75 5⁄5 | ||||||||
| 3812 |
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents.…
|
B 75 5⁄4 | ||||||||
| 3813 |
A comprehensive MCP server that unifies Readwise Reader document management wit…
|
B 75 5⁄5 | ||||||||
| 3814 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 3815 |
Kubernetes cluster operations through MCP
|
B 75 5⁄5 | ||||||||
| 3816 |
Provides Jira Cloud integration for AI agents, enabling them to search issues w…
|
B 75 5⁄5 | ||||||||
| 3817 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 3818 |
An MCP server that integrates with the SearXNG API to provide comprehensive web…
|
B 75 5⁄5 | ||||||||
| 3819 |
A starter template for creating Model Context Protocol servers that integrate w…
|
B 75 5⁄5 | ||||||||
| 3820 |
Botswana legislation via MCP -- full-text search across statutes and provisions
|
B 75 5⁄4 | ||||||||
| 3821 |
A file monitoring server that tracks filesystem events and provides real-time n…
|
B 75 5⁄4 | ||||||||
| 3822 |
An MCP server that enables Claude to perform web searches using Perplexity's AP…
|
B 75 5⁄5 | ||||||||
| 3823 |
|
B 75 5⁄5 | ||||||||
| 3824 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 3825 |
Validates URLs and checks their reputation to help identify AI hallucinations a…
|
B 75 5⁄5 | ||||||||
| 3826 |
Provides access to Granola notes, meeting transcripts, calendar events, and doc…
|
B 75 5⁄4 | ||||||||
| 3827 |
A Model Control Protocol server implementation that allows Claude Desktop to us…
|
B 75 5⁄5 | ||||||||
| 3828 |
Provides tools for interacting with MinIO and S3-compatible object storage thro…
|
B 75 5⁄5 | ||||||||
| 3829 |
devir
Claim
A command-line interface and MCP server for managing and monitoring multiple de…
|
B 75 5⁄4 | ||||||||
| 3830 |
Enables creating and managing Google Calendar events through OAuth 2.0 authenti…
|
B 75 5⁄5 | ||||||||
| 3831 |
An MCP-compliant server that enables AI systems to interact with mobile and des…
|
B 75 5⁄5 | ||||||||
| 3832 |
Circuitry MCP Server
Claim
Connects AI coding agents to Circuitry's visual workflow platform, enabling the…
|
B 75 5⁄4 | ||||||||
| 3833 |
A Model Context Protocol server for Sitecore
|
B 75 5⁄4 | ||||||||
| 3834 |
Provides real-time access to medical data including drug interactions, ICD-10 c…
|
B 75 5⁄4 | ||||||||
| 3835 |
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
|
B 75 5⁄5 | ||||||||
| 3836 |
AI agent project management — task boards, progress tracking, and cost reportin…
|
B 75 5⁄4 | ||||||||
| 3837 |
Enables real-time monitoring and control of any Webots robot simulation, provid…
|
B 75 5⁄4 | ||||||||
| 3838 |
Provides a Model Context Protocol interface to MoCo time tracking and project m…
|
B 75 5⁄5 | ||||||||
| 3839 |
Provides programmatic access to municipal codes, ordinances, and zoning regulat…
|
B 75 5⁄5 | ||||||||
| 3840 |
Enables automated penetration testing workflow planning using Beam Search and M…
|
B 75 5⁄5 | ||||||||
| 3841 |
Enables intelligent analysis of codebases to generate comprehensive documentati…
|
B 75 5⁄5 | ||||||||
| 3842 |
Provides AI assistants with persistent, graph-based memory using Neo4j, enablin…
|
B 75 5⁄5 | ||||||||
| 3843 |
Enables analysis of claims, validation of sources, and detection of manipulatio…
|
B 75 5⁄4 | ||||||||
| 3844 |
Enables comprehensive management of TyranoStudio visual novel projects includin…
|
B 75 5⁄4 | ||||||||
| 3845 |
Connects AI agents to the PayBot payment infrastructure, enabling automated USD…
|
B 75 5⁄5 | ||||||||
| 3846 |
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
|
B 75 5⁄4 | ||||||||
| 3847 |
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
|
B 75 5⁄5 | ||||||||
| 3848 |
Enables Claude and other MCP clients to display native macOS notifications with…
|
B 75 5⁄5 | ||||||||
| 3849 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 3850 |
Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching …
|
B 75 5⁄5 | ||||||||