MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15801 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15802 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15803 |
내 상황에 맞는 사업을 키워드 기반으로 알려주고 분석함
|
F 30 5⁄4 | ||||||||
| 15804 |
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
|
F 30 5⁄5 | ||||||||
| 15805 |
MCP server that provides browser automation capabilities through a Chrome exten…
|
F 30 5⁄4 | ||||||||
| 15806 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15807 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15808 |
Agent-to-agent messaging relay. Discover agents, send messages, and receive rep…
|
F 30 5⁄4 | ||||||||
| 15809 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
F 30 5⁄5 | ||||||||
| 15810 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15811 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
|
F 30 5⁄5 | ||||||||
| 15812 |
9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API k…
|
F 30 6⁄6 | ||||||||
| 15813 |
Enables AI clients to query Dakota Marketplace data by integrating directly wit…
|
F 30 5⁄4 | ||||||||
| 15814 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
|
F 30 5⁄5 | ||||||||
| 15815 |
Provides tools to summarize README files from local paths or public Git reposit…
|
F 30 5⁄5 | ||||||||
| 15816 |
Enables AI assistants to read, search, and analyze local file systems with tool…
|
F 30 5⁄4 | ||||||||
| 15817 |
A Model Context Protocol server that provides image generation capabilities usi…
|
F 30 5⁄5 | ||||||||
| 15818 |
Enables interaction with Brain service for thought management, including saving…
|
F 30 5⁄5 | ||||||||
| 15819 |
Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase …
|
F 30 5⁄4 | ||||||||
| 15820 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
|
F 30 5⁄5 | ||||||||
| 15821 |
A TypeScript implementation of the Model Context Protocol server that enables s…
|
F 30 5⁄5 | ||||||||
| 15822 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 15823 |
Unifies glossary lookup, composition design and validation, certification prepa…
|
F 30 5⁄5 | ||||||||
| 15824 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 15825 |
A Model Context Protocol server that allows AI applications to interact with Cr…
|
F 30 5⁄5 | ||||||||
| 15826 |
Enables AI assistants to interact with multiple AI models through the OpenCode …
|
F 30 5⁄5 | ||||||||
| 15827 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15828 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
|
F 30 5⁄5 | ||||||||
| 15829 |
MCP Server for Membrane
|
F 30 5⁄5 | ||||||||
| 15830 |
Enable fast, free real-time web search and access premium data from trusted med…
|
F 30 5⁄5 | ||||||||
| 15831 |
A Model Context Protocol server providing comprehensive task management capabil…
|
F 30 5⁄5 | ||||||||
| 15832 |
A Model Context Protocol server that enables web browsing, data extraction, and…
|
F 30 5⁄5 | ||||||||
| 15833 |
Integration with Timeplus, a database for streaming data, such as Apache Kafka/…
|
F 30 5⁄5 | ||||||||
| 15834 |
A lightweight Model Context Protocol (MCP) server that enables AI assistants li…
|
F 30 5⁄4 | ||||||||
| 15835 |
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
F 30 5⁄4 | ||||||||
| 15836 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||
| 15837 |
Enables interaction with the Pagila sample PostgreSQL database through natural …
|
F 30 5⁄5 | ||||||||
| 15838 |
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
|
F 30 5⁄5 | ||||||||
| 15839 |
A Model Context Protocol server that enables users to automatically generate ar…
|
F 30 5⁄4 | ||||||||
| 15840 |
An MCP server that converts Markdown files containing Mermaid diagrams into PDF…
|
F 30 5⁄4 | ||||||||
| 15841 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 15842 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15843 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
|
F 30 6⁄6 | ||||||||
| 15844 |
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
|
F 30 5⁄4 | ||||||||
| 15845 |
Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…
|
F 30 5⁄4 | ||||||||
| 15846 |
Enable AI agents to perform sequential thinking processes with dynamic thought …
|
F 30 5⁄4 | ||||||||
| 15847 |
This an Model Context Protocol (MCP) server that integrates Notion into your AI…
|
F 30 5⁄4 | ||||||||
| 15848 |
A demonstration MCP server that provides access to a SQLite employee database w…
|
F 30 5⁄4 | ||||||||
| 15849 |
Runs isolated AI agents in Docker containers with persistent workspaces and con…
|
F 30 5⁄5 | ||||||||
| 15850 |
Enables interaction with Arcanna's AI-powered security use cases, allowing user…
|
F 30 5⁄5 | ||||||||