MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11901 |
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
|
C 62 5⁄5 | ||||||||
| 11902 |
Provides a suite of regex and text processing tools for AI agents, including pa…
|
C 62 5⁄4 | ||||||||
| 11903 |
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
|
C 62 5⁄5 | ||||||||
| 11904 |
A Model Context Protocol server that allows AI assistants to discover, load, an…
|
C 62 5⁄4 | ||||||||
| 11905 |
Enables efficient vector database operations for embedding storage and similari…
|
C 62 5⁄5 | ||||||||
| 11906 |
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
|
C 62 5⁄4 | ||||||||
| 11907 |
Enables AI agents to search the USDA's FoodData Central database and retrieve d…
|
C 62 5⁄5 | ||||||||
| 11908 |
Sheeter MCP Server
Claim
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
|
C 62 6⁄6 | ||||||||
| 11909 |
Enables centralized management and unified interface for multiple child MCP ser…
|
C 62 5⁄5 | ||||||||
| 11910 |
JMeter MCP Server for performance testing
|
C 62 5⁄4 | ||||||||
| 11911 |
Exposes Ant Design component documentation to Large Language Models, allowing L…
|
C 62 5⁄5 | ||||||||
| 11912 |
A Model Context Protocol server for tracking personal health and well-being, of…
|
C 62 5⁄5 | ||||||||
| 11913 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 62 5⁄5 | ||||||||
| 11914 |
MCP server for interacting with the Supabase platform
|
C 62 6⁄6 | ||||||||
| 11915 |
A Model Context Protocol server that allows AI assistants to search for and ret…
|
C 62 6⁄6 | ||||||||
| 11916 |
A Model Context Protocol server that enables LLMs to fetch and process web cont…
|
C 62 5⁄5 | ||||||||
| 11917 |
A template for deploying a Model Context Protocol server on Cloudflare Workers …
|
C 62 5⁄5 | ||||||||
| 11918 |
SSE MCP Server
Claim
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
|
C 62 5⁄5 | ||||||||
| 11919 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 11920 |
Weather MCP Server
Claim
Provides current weather data and city comparisons for any location with suppor…
|
C 62 5⁄5 | ||||||||
| 11921 |
Karenina MCP
Claim
Enables natural language querying of Karenina benchmark verification results st…
|
C 62 5⁄5 | ||||||||
| 11922 |
Provides access to Fellow.ai meeting data including transcripts, summaries, act…
|
C 62 6⁄4 | ||||||||
| 11923 |
Automates Grammarly's web interface to check AI detection and plagiarism scores…
|
C 62 6⁄6 | ||||||||
| 11924 |
A Model Context Protocol server that provides jokes on demand, allowing users t…
|
C 62 5⁄5 | ||||||||
| 11925 |
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
|
C 62 5⁄4 | ||||||||
| 11926 |
A SQLite-backed message queue system that enables multiple AI agents to communi…
|
C 62 5⁄5 | ||||||||
| 11927 |
Kali MCP Server
Claim
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
|
C 62 5⁄5 | ||||||||
| 11928 |
A Model Context Protocol server that enables LLMs to interact with Git reposito…
|
C 62 5⁄5 | ||||||||
| 11929 |
Enables interaction with the Devici API for managing threat models, security co…
|
C 62 5⁄5 | ||||||||
| 11930 |
Enables AI models to seamlessly access and query local markdown technical docum…
|
C 62 5⁄5 | ||||||||
| 11931 |
An MCP server that provides currency rates, conversions, and historical exchang…
|
C 62 5⁄5 | ||||||||
| 11932 |
A simple way to deploy an authentication-free Model Context Protocol server on …
|
C 62 5⁄5 | ||||||||
| 11933 |
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
|
C 62 5⁄5 | ||||||||
| 11934 |
A server that allows AI models to automate Microsoft Office applications (Word,…
|
C 62 5⁄5 | ||||||||
| 11935 |
A Model Context Protocol server demonstrating user management capabilities with…
|
C 62 5⁄5 | ||||||||
| 11936 |
Local MCP server for MLX Whisper transcription
|
C 62 5⁄4 | ||||||||
| 11937 |
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
|
C 62 5⁄5 | ||||||||
| 11938 |
MCP server for Helm package manager
|
C 62 6⁄6 | ||||||||
| 11939 |
AWS‑IReveal‑MCP
Claim
AWS‑IReveal‑MCP
|
C 62 5⁄5 | ||||||||
| 11940 |
youtube_mcp
Claim
|
C 62 5⁄5 | ||||||||
| 11941 |
Enables semantic search across text documents using vector embeddings stored in…
|
C 62 5⁄5 | ||||||||
| 11942 |
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
|
C 62 5⁄5 | ||||||||
| 11943 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 11944 |
Enables secure interaction with MySQL databases, allowing AI assistants to list…
|
C 62 5⁄5 | ||||||||
| 11945 |
Generates creative illustration prompts featuring characters from the Love Live…
|
C 62 5⁄5 | ||||||||
| 11946 |
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
|
C 62 5⁄5 | ||||||||
| 11947 |
Enables AI agents to programmatically control a live Excalidraw canvas through …
|
C 62 5⁄5 | ||||||||
| 11948 |
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
|
C 62 5⁄5 | ||||||||
| 11949 |
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
|
C 62 5⁄5 | ||||||||
| 11950 |
mcp-databricks-server
Claim
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get…
|
C 62 5⁄5 | ||||||||