MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 4 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15201 |
Provides pre-defined prompt templates for AI assistants to generate comprehensi…
|
F 30 5⁄5 | ||||||||
| 15202 |
A FastMCP server that proxies the Poe.com API, allowing users to query various …
|
F 30 5⁄5 | ||||||||
| 15203 |
Generate comprehensive, paint-by-numbers development plans using the [ClaudeCod…
|
F 30 6⁄6 | ||||||||
| 15204 |
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
F 30 5⁄5 | ||||||||
| 15205 |
A comprehensive MCP server that provides AI assistants with tools for file syst…
|
F 30 5⁄4 | ||||||||
| 15206 |
A Python MCP server that allows programmatic interaction to find torrents progr…
|
F 30 5⁄4 | ||||||||
| 15207 |
|
F 30 5⁄4 | ||||||||
| 15208 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
|
F 30 5⁄5 | ||||||||
| 15209 |
A Model Context Protocol server that enables Claude to generate and upscale ima…
|
F 30 6⁄4 | ||||||||
| 15210 |
Automatically discover and configure MCP servers on your local machine.
|
F 30 5⁄5 | ||||||||
| 15211 |
Provides access to OpenSincera API for retrieving digital advertising publisher…
|
F 30 5⁄5 | ||||||||
| 15212 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15213 |
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira proj…
|
F 30 5⁄5 | ||||||||
| 15214 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 15215 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 15216 |
Certification authority for AI agents. Register, take adversarial exams, earn c…
|
F 30 6⁄6 | ||||||||
| 15217 |
Claude Code as one-shot MCP server to have an agent in your agent.
|
F 30 5⁄5 | ||||||||
| 15218 |
Enables visual understanding and image description capabilities for iFlow CLI a…
|
F 30 5⁄5 | ||||||||
| 15219 |
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
|
F 30 5⁄5 | ||||||||
| 15220 |
An ed(1)-inspired MCP server that provides a single-character command protocol …
|
F 30 5⁄4 | ||||||||
| 15221 |
A secure, tunnel-native database bridge for AI agents. Connects localhost & on-…
|
F 30 5⁄5 | ||||||||
| 15222 |
Aggregates hot news and trending topics from 14+ Chinese platforms like Zhihu, …
|
F 30 5⁄5 | ||||||||
| 15223 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 15224 |
A lightweight MCP server that connects AI assistants to Kintone applications fo…
|
F 30 5⁄5 | ||||||||
| 15225 |
A Model Context Protocol server that allows management and execution of Blender…
|
F 30 5⁄4 | ||||||||
| 15226 |
An MCP server that interfaces with the Rewind.ai SQLite database to provide acc…
|
F 30 5⁄4 | ||||||||
| 15227 |
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
|
F 30 5⁄4 | ||||||||
| 15228 |
Provides a structured documentation system for context preservation in AI assis…
|
F 30 5⁄5 | ||||||||
| 15229 |
An MCP server that enables AI agents to play Pokémon games by providing a funct…
|
F 30 5⁄4 | ||||||||
| 15230 |
Enable AI agents to perform sequential thinking processes with dynamic thought …
|
F 30 5⁄4 | ||||||||
| 15231 |
Enables AI-powered image and video generation through the TensorsLab API using …
|
F 30 5⁄5 | ||||||||
| 15232 |
Docker container management and operations through MCP
|
F 30 5⁄4 | ||||||||
| 15233 |
A server implementing the Model Context Protocol that enables users to retrieve…
|
F 30 5⁄5 | ||||||||
| 15234 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15235 |
Comprehensive Google Workspace MCP server with full support for Google Calendar…
|
F 30 5⁄5 | ||||||||
| 15236 |
AI-native code intelligence graph that builds a persistent knowledge graph of y…
|
F 30 6⁄4 | ||||||||
| 15237 |
Enables interaction with Nullplatform's API endpoints for managing deployments,…
|
F 30 5⁄5 | ||||||||
| 15238 |
A Model Context Protocol server that enables AI agents to join and interact wit…
|
F 30 5⁄5 | ||||||||
| 15239 |
TypeScript implementation of the Model Context Protocol that standardizes how L…
|
F 30 5⁄4 | ||||||||
| 15240 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 15241 |
Unifies glossary lookup, composition design and validation, certification prepa…
|
F 30 5⁄5 | ||||||||
| 15242 |
Analyzes codebases to suggest relevant learning projects and generate interacti…
|
F 30 5⁄5 | ||||||||
| 15243 |
A Model Context Protocol server that enables AI clients to interact with virtua…
|
F 30 5⁄5 | ||||||||
| 15244 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
|
F 30 5⁄5 | ||||||||
| 15245 |
A comprehensive MCP server that enables LLMs to explore and interact with the F…
|
F 30 5⁄4 | ||||||||
| 15246 |
Provide programmatic access to privacy-respecting meta-search functionality via…
|
F 30 5⁄4 | ||||||||
| 15247 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15248 |
A Model Context Protocol server implementation that provides tools for querying…
|
F 30 5⁄4 | ||||||||
| 15249 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
F 30 5⁄4 | ||||||||
| 15250 |
A meta-server that aggregates multiple MCP servers into a single interface, red…
|
F 30 5⁄4 | ||||||||