MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4901 |
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
|
B 74 5⁄4 | ||||||||
| 4902 |
A server that provides tools and utilities to support the implementation of Jij…
|
B 74 5⁄4 | ||||||||
| 4903 |
MCP Template
Claim
A template for building Model Context Protocol servers that allow AI assistants…
|
B 74 5⁄5 | ||||||||
| 4904 |
Provides persistent memory capabilities for Claude Code using Neo4j graph datab…
|
B 74 5⁄5 | ||||||||
| 4905 |
Enables real-time monitoring of Seattle Fire Department incident data, allowing…
|
B 74 5⁄5 | ||||||||
| 4906 |
An MCP server implementation that enables interaction with the Letta API for ma…
|
B 74 5⁄5 | ||||||||
| 4907 |
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
|
B 74 5⁄5 | ||||||||
| 4908 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4909 |
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
|
B 74 4⁄4 | ||||||||
| 4910 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4911 |
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
|
B 74 5⁄5 | ||||||||
| 4912 |
Model Context Protocol server for accessing Reactome pathway and systems biolog…
|
B 74 5⁄5 | ||||||||
| 4913 |
Enables interaction with Overseerr media request management through natural lan…
|
B 74 5⁄5 | ||||||||
| 4914 |
A Model Context Protocol server that enables AI-powered image generation throug…
|
B 74 5⁄5 | ||||||||
| 4915 |
Provides operational control and automation tools for AstrBot developers, enabl…
|
B 74 5⁄5 | ||||||||
| 4916 |
Markdown TOC MCP Server
Claim
Enables intelligent Markdown document analysis including extracting table of co…
|
B 74 5⁄4 | ||||||||
| 4917 |
Monitors API endpoint health by checking availability, measuring response times…
|
B 74 5⁄4 | ||||||||
| 4918 |
Secret and credential management MCP — securely store, retrieve, manage API key…
|
B 74 5⁄4 | ||||||||
| 4919 |
A comprehensive MCP server that enables AI to interact with all 68 functions of…
|
B 74 5⁄5 | ||||||||
| 4920 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4921 |
Enables Google search automation and web content extraction using Playwright. P…
|
B 74 5⁄5 | ||||||||
| 4922 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4923 |
🐞 MCP Node.js debugger
|
B 74 5⁄4 | ||||||||
| 4924 |
Enables programmatic control over tmux terminal sessions for SSH access, comman…
|
B 74 5⁄4 | ||||||||
| 4925 |
Enables Claude to interact with Infracost for Terraform cost estimation and clo…
|
B 74 5⁄5 | ||||||||
| 4926 |
A Python-based MCP server that provides read and write access to Bear Notes on …
|
B 74 5⁄5 | ||||||||
| 4927 |
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
|
B 74 5⁄5 | ||||||||
| 4928 |
Integrates with Intervals.icu, Whoop, and TrainerRoad to provide unified access…
|
B 74 5⁄5 | ||||||||
| 4929 |
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
|
B 74 5⁄4 | ||||||||
| 4930 |
Provides access to Korean stock market data, including stock listings, daily hi…
|
B 74 5⁄4 | ||||||||
| 4931 |
Outcome-based persistent memory for AI coding tools.
|
B 74 5⁄4 | ||||||||
| 4932 |
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
|
B 74 5⁄5 | ||||||||
| 4933 |
MCP protocol server for managing multi-project Markdown documents, supporting p…
|
B 74 5⁄5 | ||||||||
| 4934 |
A basic educational MCP server that provides simple tools for mathematical calc…
|
B 74 5⁄4 | ||||||||
| 4935 |
Allows the use of Kagi's API for web searching and content enrichment through m…
|
B 74 5⁄5 | ||||||||
| 4936 |
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
|
B 74 5⁄4 | ||||||||
| 4937 |
Allows users to see their upcoming and active deliveries, or add new deliveries…
|
B 74 5⁄4 | ||||||||
| 4938 |
Connect your AI models to your favorite SurrealDB database, and let the LLMs do…
|
B 74 5⁄5 | ||||||||
| 4939 |
Anki MCP Server
Claim
Enables interaction with the Anki desktop app for spaced repetition learning. S…
|
B 74 5⁄4 | ||||||||
| 4940 |
Generate and manage production-ready Java multi-module Maven projects via AI co…
|
B 74 5⁄4 | ||||||||
| 4941 |
Enables natural language interactions with Salesforce, allowing users to query …
|
B 74 5⁄5 | ||||||||
| 4942 |
Adds powerful Hacker News integration to LLM clients, allowing users to access …
|
B 74 5⁄5 | ||||||||
| 4943 |
Enables domain name search, availability checking, and registration URL retriev…
|
B 74 5⁄5 | ||||||||
| 4944 |
Enables AI assistants to control and automate your Chrome browser directly, lev…
|
B 74 5⁄4 | ||||||||
| 4945 |
About
AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
|
B 74 5⁄4 | ||||||||
| 4946 |
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
|
B 74 5⁄5 | ||||||||
| 4947 |
An advanced email security analysis MCP server for real-time phishing detection…
|
B 74 5⁄5 | ||||||||
| 4948 |
npm-package-docs-mcp
Claim
MCP Server that provides up-to-date documentation for npm packages by fetching …
|
B 74 5⁄5 | ||||||||
| 4949 |
Provides access to Backbone.js documentation chapters as readable resources and…
|
B 74 5⁄4 | ||||||||
| 4950 |
Enables AI agents to analyze employee GitHub activity including PRs, code revie…
|
B 74 5⁄5 | ||||||||