MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15601 |
Provides access to the World Health Organization's Global Health Observatory da…
|
F 30 5⁄5 | ||||||||
| 15602 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
|
F 30 5⁄5 | ||||||||
| 15603 |
Lightweight, focused utilities to manage connections and execute MCP tools with…
|
F 30 5⁄4 | ||||||||
| 15604 |
A standalone scheduling service providing cron-like job capabilities through th…
|
F 30 5⁄4 | ||||||||
| 15605 |
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
|
F 30 5⁄5 | ||||||||
| 15606 |
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
|
F 30 5⁄5 | ||||||||
| 15607 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
F 30 5⁄5 | ||||||||
| 15608 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 15609 |
Enables AI assistants to search products, manage shopping carts, place orders, …
|
F 30 5⁄4 | ||||||||
| 15610 |
Provides traffic prediction and route optimization tools that consume a REST AP…
|
F 30 5⁄5 | ||||||||
| 15611 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15612 |
Provides AI assistants with access to sales data tools, including fetching quar…
|
F 30 5⁄4 | ||||||||
| 15613 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 15614 |
A FastMCP server providing session-based memory and dynamic authentication usin…
|
F 30 5⁄5 | ||||||||
| 15615 |
An MCP server that enables interaction with local camera devices to capture and…
|
F 30 5⁄4 | ||||||||
| 15616 |
A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM…
|
F 30 5⁄4 | ||||||||
| 15617 |
An MCP server that connects language models to the LSD database, enabling web d…
|
F 30 5⁄5 | ||||||||
| 15618 |
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
|
F 30 5⁄4 | ||||||||
| 15619 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15620 |
A powerful integration server that combines Netbox's network infrastructure man…
|
F 30 5⁄5 | ||||||||
| 15621 |
Enables AI coding assistants to search and retrieve information from a locally …
|
F 30 5⁄4 | ||||||||
| 15622 |
Integrates with Everything Search Engine to provide lightning-fast file search …
|
F 30 5⁄4 | ||||||||
| 15623 |
Automates job searching and initial communication on the Boss Zhipin platform b…
|
F 30 5⁄5 | ||||||||
| 15624 |
Search campgrounds around the world on campertunity, check availability, and pr…
|
F 30 5⁄5 | ||||||||
| 15625 |
A Model Context Protocol server that enhances Claude in Cursor AI with advanced…
|
F 30 5⁄4 | ||||||||
| 15626 |
Aggregates hot news and trending topics from 14+ Chinese platforms like Zhihu, …
|
F 30 5⁄5 | ||||||||
| 15627 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15628 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 15629 |
Integrates Dify's external knowledge base API with the Model Context Protocol t…
|
F 30 5⁄5 | ||||||||
| 15630 |
A server implementation for interacting with Wikidata API using the Model Conte…
|
F 30 5⁄5 | ||||||||
| 15631 |
Enables AI agents to interact with Firebase services including Authentication, …
|
F 30 5⁄4 | ||||||||
| 15632 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 15633 |
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
|
F 30 5⁄4 | ||||||||
| 15634 |
Claude Code as one-shot MCP server to have an agent in your agent.
|
F 30 5⁄5 | ||||||||
| 15635 |
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
|
F 30 5⁄4 | ||||||||
| 15636 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
|
F 30 5⁄5 | ||||||||
| 15637 |
Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…
|
F 30 5⁄5 | ||||||||
| 15638 |
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
|
F 30 5⁄4 | ||||||||
| 15639 |
A browser monitoring and interaction tool that enables AI applications to captu…
|
F 30 6⁄4 | ||||||||
| 15640 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 15641 |
Enables fetching and extracting web content as markdown using Firecrawl API, wi…
|
F 30 5⁄5 | ||||||||
| 15642 |
An MCP server that allows a planning agent to delegate tasks to executor agents…
|
F 30 5⁄5 | ||||||||
| 15643 |
An AI-powered server that analyzes uploaded images and automatically generates …
|
F 30 5⁄4 | ||||||||
| 15644 |
An MCP server that provides semantic search capabilities by integrating with an…
|
F 30 5⁄5 | ||||||||
| 15645 |
A starter template for building custom MCP servers with example tools, TypeScri…
|
F 30 5⁄5 | ||||||||
| 15646 |
MCP server for transcribing Google Chat voice messages using Groq Whisper API
|
F 30 5⁄4 | ||||||||
| 15647 |
Give your AI free will tools. A fun project to explore what an AI would do with…
|
F 30 5⁄4 | ||||||||
| 15648 |
An AI-powered code consultation server that routes programming queries to speci…
|
F 30 5⁄5 | ||||||||
| 15649 |
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
|
F 30 5⁄5 | ||||||||
| 15650 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||