MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8901 |
Provides LLMs with full PostgreSQL database access, including tools for query e…
|
C 68 5⁄5 | ||||||||
| 8902 |
Provides tools to create, update, delete, and search catalog items through the …
|
C 68 5⁄5 | ||||||||
| 8903 |
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
|
C 68 5⁄5 | ||||||||
| 8904 |
Enables AI-powered media manipulation including face swapping for videos and ph…
|
C 68 5⁄5 | ||||||||
| 8905 |
An MCP server for interacting with VictoriaMetrics database.
|
C 68 5⁄4 | ||||||||
| 8906 |
A modular productivity automation server providing reusable prompt templates, c…
|
C 68 5⁄5 | ||||||||
| 8907 |
everything-mcp-server
Claim
|
C 68 5⁄5 | ||||||||
| 8908 |
A Model Context Protocol server that provides tools for converting SVG code to …
|
C 68 5⁄4 | ||||||||
| 8909 |
Analyze React code locally, generate docs / llm.txt for whole project at once
|
C 68 5⁄4 | ||||||||
| 8910 |
Stackbilder MCP Gateway
Claim
Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and b…
|
C 68 5⁄5 | ||||||||
| 8911 |
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
|
C 68 5⁄5 | ||||||||
| 8912 |
MCP server for shell and terminal operations
|
C 68 5⁄4 | ||||||||
| 8913 |
MCP AI Agent Server
Claim
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
|
C 68 5⁄5 | ||||||||
| 8914 |
A research tool that performs comprehensive, in-depth research on complex topic…
|
C 68 5⁄5 | ||||||||
| 8915 |
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
|
C 68 5⁄5 | ||||||||
| 8916 |
SearchAPI MCP Agent
Claim
A bridge between AI assistants and search services that implements A2A protocol…
|
C 68 5⁄5 | ||||||||
| 8917 |
Automates Java Maven testing workflows with decision table-based test generatio…
|
C 68 5⁄4 | ||||||||
| 8918 |
A nested MCP system that demonstrates server composition by using an orchestrat…
|
C 68 5⁄5 | ||||||||
| 8919 |
Enables persistent, intelligent memory across sessions using a weighted, interc…
|
C 68 5⁄4 | ||||||||
| 8920 |
Enables interaction with Fider customer feedback platforms, supporting post man…
|
C 68 5⁄5 | ||||||||
| 8921 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 8922 |
A server implementing the Model Context Protocol (MCP) for Cursor that allows u…
|
C 68 5⁄5 | ||||||||
| 8923 |
MCP Server for the ClickUp API,
|
C 68 5⁄5 | ||||||||
| 8924 |
Zero-knowledge encrypted vault for AI agents. EU-hosted persistent storage.
|
C 68 5⁄4 | ||||||||
| 8925 |
Provides comprehensive Korean Beauty information through real-time web search, …
|
C 68 5⁄5 | ||||||||
| 8926 |
An MCP server that enables users to generate structured XMind mind maps with hi…
|
C 68 5⁄4 | ||||||||
| 8927 |
Connect to your Crawl4AI docker API server.
|
C 68 5⁄5 | ||||||||
| 8928 |
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
|
C 68 5⁄5 | ||||||||
| 8929 |
Provides tools for frontend testing including code analysis, test generation, t…
|
C 68 5⁄5 | ||||||||
| 8930 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
C 68 5⁄5 | ||||||||
| 8931 |
Enables storing and retrieving weather forecasts with text and audio in Google …
|
C 68 5⁄5 | ||||||||
| 8932 |
Provide seamless access to Star Wars API data for your applications. Fetch, man…
|
C 68 5⁄4 | ||||||||
| 8933 |
Enables text-to-speech conversion using Minimax AI's voice synthesis API with a…
|
C 68 5⁄5 | ||||||||
| 8934 |
A Model Context Protocol server that enables standardized interaction with Azur…
|
C 68 5⁄5 | ||||||||
| 8935 |
A Model Context Protocol server implementation for Axiom that enables AI agents…
|
C 68 5⁄5 | ||||||||
| 8936 |
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
|
C 68 5⁄5 | ||||||||
| 8937 |
MCP server for data visualization with Mermaid charts.
|
C 68 5⁄4 | ||||||||
| 8938 |
An MCP server that enables AI agents to retrieve and analyze error reports from…
|
C 68 5⁄5 | ||||||||
| 8939 |
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
|
C 68 5⁄5 | ||||||||
| 8940 |
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
|
C 68 5⁄4 | ||||||||
| 8941 |
An MCP server that provides access to over 12 years of NFL play-by-play data th…
|
C 68 5⁄4 | ||||||||
| 8942 |
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
|
C 68 5⁄5 | ||||||||
| 8943 |
A satirical MCP server providing HR-related tools that simulate actions in a co…
|
C 68 5⁄4 | ||||||||
| 8944 |
Exposes the structure and documentation of the openreview-py library, enabling …
|
C 68 5⁄5 | ||||||||
| 8945 |
A lightweight MCP server that provides read-only access to SQLite databases, al…
|
C 68 5⁄4 | ||||||||
| 8946 |
An MCP server that enables running tests and retrieving filtered telemetry summ…
|
C 68 5⁄4 | ||||||||
| 8947 |
An MCP server that generates AI agent tools from Postman collections and reques…
|
C 68 5⁄5 | ||||||||
| 8948 |
api-test-mcp
Claim
api-test-mcp
|
C 68 5⁄5 | ||||||||
| 8949 |
An MCP server for interacting with SQL Server databases that enables schema ins…
|
C 68 5⁄5 | ||||||||
| 8950 |
Automatically generates mind map images from text content using Coze API workfl…
|
C 68 5⁄5 | ||||||||