MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15601 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15602 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15603 |
A TypeScript-based MCP server that enables testing of REST APIs through Cline. …
|
F 30 5⁄4 | ||||||||
| 15604 |
mcp server to run scripts on adobe illustrator
|
F 30 5⁄4 | ||||||||
| 15605 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
|
F 30 5⁄5 | ||||||||
| 15606 |
This project provides a toolset to crawl websites wikis, tool/library documenti…
|
F 30 5⁄4 | ||||||||
| 15607 |
A Docker-based local RAG backend that provides advanced document search capabil…
|
F 30 5⁄4 | ||||||||
| 15608 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 15609 |
Generate friendly, personalized greetings by name. Toggle Pirate Mode for swash…
|
F 30 5⁄4 | ||||||||
| 15610 |
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
|
F 30 6⁄6 | ||||||||
| 15611 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
|
F 30 6⁄6 | ||||||||
| 15612 |
A transparent proxy that intercepts high-risk tool calls and requires OTP-based…
|
F 30 5⁄5 | ||||||||
| 15613 |
A Model Context Protocol server that enables monitoring and analysis of Precisi…
|
F 30 5⁄4 | ||||||||
| 15614 |
Enables AI image generation using Doubao Seedream models and video generation u…
|
F 30 6⁄6 | ||||||||
| 15615 |
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…
|
F 30 5⁄5 | ||||||||
| 15616 |
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
F 30 5⁄4 | ||||||||
| 15617 |
MCP server for sequential thinking and complex problem-solving. Built iterative…
|
F 30 5⁄5 | ||||||||
| 15618 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 15619 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
|
F 30 6⁄6 | ||||||||
| 15620 |
An AI-powered code consultation server that routes programming queries to speci…
|
F 30 5⁄5 | ||||||||
| 15621 |
Provides AI agents with seamless access to Filecoin's decentralized storage net…
|
F 30 5⁄5 | ||||||||
| 15622 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 15623 |
A simple template for creating custom tools for Cursor IDE using Model Context …
|
F 30 5⁄5 | ||||||||
| 15624 |
SafeLink lets AI agents hire other AI agents — and get hired — with cryptograph…
|
F 30 5⁄4 | ||||||||
| 15625 |
A server that connects to the Databricks Genie API, allowing LLMs to ask natura…
|
F 30 5⁄5 | ||||||||
| 15626 |
|
F 30 5⁄4 | ||||||||
| 15627 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
|
F 30 6⁄6 | ||||||||
| 15628 |
A declarative framework that manages LLM resources, prompts, and tools through …
|
F 30 5⁄5 | ||||||||
| 15629 |
Enables security professionals to query and analyze Active Directory attack pat…
|
F 30 5⁄5 | ||||||||
| 15630 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 15631 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15632 |
A Model Context Protocol server that enables AI agents to join and interact wit…
|
F 30 5⁄5 | ||||||||
| 15633 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15634 |
A hybrid Python and Node.js MCP server that integrates Playwright browser autom…
|
F 30 5⁄5 | ||||||||
| 15635 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15636 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15637 |
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
F 30 5⁄5 | ||||||||
| 15638 |
A Model Context Protocol server providing comprehensive task management capabil…
|
F 30 5⁄5 | ||||||||
| 15639 |
On-device memory layer with retrieval-augmented search, hooks, and MCP server f…
|
F 30 5⁄4 | ||||||||
| 15640 |
MCP Server connects with claude code local command.
|
F 30 5⁄4 | ||||||||
| 15641 |
A FastMCP server that proxies the Poe.com API, allowing users to query various …
|
F 30 5⁄5 | ||||||||
| 15642 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 15643 |
Automates job searching and initial communication on the Boss Zhipin platform b…
|
F 30 5⁄5 | ||||||||
| 15644 |
This an Model Context Protocol (MCP) server that integrates Notion into your AI…
|
F 30 5⁄4 | ||||||||
| 15645 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15646 |
A lightweight yet robust server that empowers AI assistants to securely execute…
|
F 30 5⁄4 | ||||||||
| 15647 |
Discover MCP endpoints for real-world entities by resolving business domains.
|
F 30 6⁄6 | ||||||||
| 15648 |
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira proj…
|
F 30 5⁄5 | ||||||||
| 15649 |
test
|
F 30 5⁄5 | ||||||||
| 15650 |
Stores metadata for MCP servers and provides smart search capabilities, allowin…
|
F 30 5⁄5 | ||||||||