MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14851 |
Official Go implementation of the UTCP
|
F 30 5⁄4 | ||||||||
| 14852 |
Provides the ability to generate images via Replicate's API.
|
F 30 5⁄5 | ||||||||
| 14853 |
Provides tools to interact with the HireBase Job API, enabling users to search …
|
F 30 5⁄5 | ||||||||
| 14854 |
Enables AI agents to write and execute Python code in an isolated sandbox that …
|
F 30 5⁄4 | ||||||||
| 14855 |
Ad network for AI agents — monetize MCP servers with contextual ads. 70% revenu…
|
F 30 6⁄6 | ||||||||
| 14856 |
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
F 30 5⁄4 | ||||||||
| 14857 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 14858 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 14859 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 14860 |
Social media automation with AI — publish, schedule, campaigns, DMs, analytics …
|
F 30 5⁄5 | ||||||||
| 14861 |
A Model Context Protocol server that provides LLMs with read and write access t…
|
F 30 5⁄5 | ||||||||
| 14862 |
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
|
F 30 5⁄5 | ||||||||
| 14863 |
Am MCP server for LNbits Lightning Network wallet integration.
|
F 30 5⁄4 | ||||||||
| 14864 |
A Model Context Protocol server that enables LLMs to manage network topologies,…
|
F 30 5⁄5 | ||||||||
| 14865 |
Enables AI agents to interact with Discord by sending notifications, creating c…
|
F 30 5⁄5 | ||||||||
| 14866 |
Run your own runbooks from Claude Desktop.
You can create your runbooks and ex…
|
F 30 5⁄5 | ||||||||
| 14867 |
AI-powered trading bot platform. Create automated trading strategies with natur…
|
F 30 5⁄5 | ||||||||
| 14868 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||
| 14869 |
Enables AI assistants to securely access and search Fastmail emails via the JMA…
|
F 30 5⁄5 | ||||||||
| 14870 |
Provides access to over 5,000 macroeconomic indicators from the Banco Central d…
|
F 30 5⁄5 | ||||||||
| 14871 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 14872 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 14873 |
An MCP server that enables users to fetch Python documentation using the Brave …
|
F 30 5⁄5 | ||||||||
| 14874 |
A powerful integration server that combines Netbox's network infrastructure man…
|
F 30 5⁄5 | ||||||||
| 14875 |
Enables AI-assisted development for Webasyst framework projects, including crea…
|
F 30 5⁄4 | ||||||||
| 14876 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
|
F 30 6⁄6 | ||||||||
| 14877 |
Enables AI-powered multimodal content generation using Volcano Engine's Jimeng …
|
F 30 5⁄5 | ||||||||
| 14878 |
Access your iTerm session and control terminal commands seamlessly.
|
F 30 5⁄5 | ||||||||
| 14879 |
An AI-powered FastMCP server tool that automates the process of planning tasks,…
|
F 30 5⁄5 | ||||||||
| 14880 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
F 30 5⁄5 | ||||||||
| 14881 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 14882 |
Enables AI-powered image and video generation through the TensorsLab API using …
|
F 30 5⁄5 | ||||||||
| 14883 |
A DeepSeek MCP-like Server for Terminal
|
F 30 5⁄4 | ||||||||
| 14884 |
A Model Context Protocol server that enables AI clients to interact with virtua…
|
F 30 5⁄5 | ||||||||
| 14885 |
Predict anything with Chronulus AI forecasting and prediction agents.
|
F 30 5⁄5 | ||||||||
| 14886 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 14887 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 14888 |
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
|
F 30 5⁄4 | ||||||||
| 14889 |
A FastMCP server implementation that facilitates resource-based access to AI mo…
|
F 30 5⁄5 | ||||||||
| 14890 |
Provides access to over 500 pre-configured YAML templates and guided workflows …
|
F 30 5⁄5 | ||||||||
| 14891 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 14892 |
Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's …
|
F 30 6⁄4 | ||||||||
| 14893 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
|
F 30 5⁄4 | ||||||||
| 14894 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 14895 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
|
F 30 5⁄4 | ||||||||
| 14896 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
|
F 30 5⁄5 | ||||||||
| 14897 |
AI-powered design and management for Webflow Sites
|
F 30 6⁄6 | ||||||||
| 14898 |
Dedicated IDE Edition
IANA-registered .faf format for persistent AI project co…
|
F 30 6⁄6 | ||||||||
| 14899 |
A ModelContextProtocol server providing high-quality translation services with …
|
F 30 5⁄5 | ||||||||
| 14900 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||