MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15901 |
Enables AI assistants to interact with SQL Server Data Warehouses using natural…
|
F 30 5⁄5 | ||||||||
| 15902 |
Enables AI assistants to search YouTube Music, manage playlists, and create sma…
|
F 30 5⁄5 | ||||||||
| 15903 |
Pinecone integration with vector search capabilities
|
F 30 5⁄5 | ||||||||
| 15904 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 15905 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15906 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15907 |
Provides AI assistants with access to sales data tools, including fetching quar…
|
F 30 5⁄4 | ||||||||
| 15908 |
Enables AI agents to write and execute Python code in an isolated sandbox that …
|
F 30 5⁄4 | ||||||||
| 15909 |
A lightweight MCP server that connects AI assistants to Kintone applications fo…
|
F 30 5⁄5 | ||||||||
| 15910 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
|
F 30 5⁄4 | ||||||||
| 15911 |
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
F 30 6⁄6 | ||||||||
| 15912 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15913 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
|
F 30 5⁄5 | ||||||||
| 15914 |
A Model Context Protocol server providing comprehensive task management capabil…
|
F 30 5⁄5 | ||||||||
| 15915 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 15916 |
MCP server providing access to ACI.dev managed functions (tools) either directl…
|
F 30 5⁄5 | ||||||||
| 15917 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 15918 |
MCP server for Pinchwork - an agent-to-agent task marketplace with credits-base…
|
F 30 6⁄6 | ||||||||
| 15919 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15920 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
F 30 5⁄5 | ||||||||
| 15921 |
dingding webhook mcp server
|
F 30 5⁄5 | ||||||||
| 15922 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 15923 |
Maintains consistent LLM interaction styles across conversations by storing emo…
|
F 30 5⁄5 | ||||||||
| 15924 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 15925 |
A Model Context Protocol server that enables AI clients to interact with BlazeS…
|
F 30 5⁄5 | ||||||||
| 15926 |
|
F 30 5⁄4 | ||||||||
| 15927 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15928 |
Enables automated content generation and scheduling for Instagram and Pinterest…
|
F 30 5⁄5 | ||||||||
| 15929 |
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
|
F 30 5⁄4 | ||||||||
| 15930 |
MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM
|
F 30 5⁄5 | ||||||||
| 15931 |
Gemini Image and Video Generator
|
F 30 5⁄4 | ||||||||
| 15932 |
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
|
F 30 5⁄5 | ||||||||
| 15933 |
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
|
F 30 5⁄4 | ||||||||
| 15934 |
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
|
F 30 5⁄5 | ||||||||
| 15935 |
Enables LLMs to retrieve and analyze Steam game reviews, providing access to re…
|
F 30 5⁄5 | ||||||||
| 15936 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15937 |
Integrates Jimeng AI image and video generation services through MCP protocol, …
|
F 30 5⁄5 | ||||||||
| 15938 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15939 |
Conversational recon interface and MCP server powered by httpx and asnmap. Supp…
|
F 30 5⁄4 | ||||||||
| 15940 |
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios,…
|
F 30 5⁄5 | ||||||||
| 15941 |
A template for integrating Model Context Protocol (MCP) servers into Next.js pr…
|
F 30 5⁄5 | ||||||||
| 15942 |
A Model Context Protocol server that allows AI assistants to interact with the …
|
F 30 5⁄5 | ||||||||
| 15943 |
An implementation of Claude Code capabilities using MCP, enabling AI code under…
|
F 30 5⁄4 | ||||||||
| 15944 |
A meta API Gateway server that works with the Model Context Protocol (MCP), ena…
|
F 30 5⁄4 | ||||||||
| 15945 |
Tracking the latest trending tokens on CoinGecko.
|
F 30 5⁄5 | ||||||||
| 15946 |
Discover and query 15,500+ classified subgraphs on The Graph Network
|
F 30 5⁄4 | ||||||||
| 15947 |
|
F 30 5⁄4 | ||||||||
| 15948 |
An MCP server that enables graph database interactions with Neo4j, allowing use…
|
F 30 5⁄5 | ||||||||
| 15949 |
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
|
F 30 5⁄4 | ||||||||
| 15950 |
Access a versatile collection of tools for media generation, web scraping, and …
|
F 30 6⁄6 | ||||||||