MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8001 |
Databricks MCP Server
Claim
A server that provides tools to interact with Databricks for cluster, job, note…
|
C 69 5⁄4 | ||||||||
| 8002 |
Enables loading and statistical analysis of .xlsx and .csv files with visualiza…
|
C 69 5⁄4 | ||||||||
| 8003 |
A Model Context Protocol server for time manipulation tasks, enabling AI models…
|
C 69 5⁄4 | ||||||||
| 8004 |
GitLab + Jira MCP Server
Claim
Enables read-only access to GitLab and Jira data through MCP, allowing users to…
|
C 69 5⁄5 | ||||||||
| 8005 |
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
|
C 69 5⁄5 | ||||||||
| 8006 |
MCP server for Southwest Airlines - search flights, manage bookings
|
C 69 5⁄5 | ||||||||
| 8007 |
Provides tools for AI-powered graph analysis, including relationship extraction…
|
C 69 5⁄5 | ||||||||
| 8008 |
MCPAuthFuncapp
Claim
A secure Model Context Protocol backend service built on Azure Functions that p…
|
C 69 5⁄5 | ||||||||
| 8009 |
IDA-MCP
Claim
Enables interaction with multiple IDA Pro instances through MCP, allowing users…
|
C 69 5⁄4 | ||||||||
| 8010 |
Production-ready MCP server template for consuming X402-protected APIs with gas…
|
C 69 5⁄5 | ||||||||
| 8011 |
MCP-PDF2MD
Claim
Converts PDF files from local storage or URLs to structured Markdown format usi…
|
C 69 5⁄5 | ||||||||
| 8012 |
Provides Claude Desktop with access to Apple Calendar and Reminders on macOS fo…
|
C 69 5⁄4 | ||||||||
| 8013 |
Enables AI assistants to look up word definitions, pronunciations, and example …
|
C 69 5⁄5 | ||||||||
| 8014 |
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
C 69 5⁄5 | ||||||||
| 8015 |
Enables AI assistants to interact with Odoo ERP systems through XML-RPC communi…
|
C 69 5⁄5 | ||||||||
| 8016 |
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
|
C 69 5⁄5 | ||||||||
| 8017 |
Provides comprehensive word definitions, pronunciations, meanings, and examples…
|
C 69 5⁄5 | ||||||||
| 8018 |
A knowledge-graph-based memory system for AI agents that enables persistent inf…
|
C 69 5⁄4 | ||||||||
| 8019 |
A MCP server that allows AI assistants to interact with the browser, including …
|
C 69 5⁄4 | ||||||||
| 8020 |
An MCP server that provides structured analytics for email data by extracting s…
|
C 69 5⁄4 | ||||||||
| 8021 |
An intelligent middleware that determines when human intervention is necessary …
|
C 69 5⁄5 | ||||||||
| 8022 |
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
|
C 69 5⁄5 | ||||||||
| 8023 |
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
|
C 69 5⁄5 | ||||||||
| 8024 |
Integrates Spotify with Claude to enable voice-controlled music playback, playl…
|
C 69 5⁄5 | ||||||||
| 8025 |
Enables users to search and retrieve detailed pharmaceutical drug information f…
|
C 69 5⁄5 | ||||||||
| 8026 |
MantisBT MCP Server
Claim
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
|
C 69 5⁄5 | ||||||||
| 8027 |
Provides natural language search capabilities for Spryker GitHub repositories, …
|
C 69 5⁄5 | ||||||||
| 8028 |
A ledger-cli integration for managing financial transactions and generating rep…
|
C 69 5⁄4 | ||||||||
| 8029 |
Provides integration with Github through the Model Context Protocol (MCP), allo…
|
C 69 5⁄5 | ||||||||
| 8030 |
Enables AI assistants to manage MySQL databases through natural language comman…
|
C 69 5⁄5 | ||||||||
| 8031 |
Provides access to Oura Ring health data, including sleep, activity, readiness,…
|
C 69 5⁄4 | ||||||||
| 8032 |
MCP server that turns any website into an API by capturing or importing API end…
|
C 69 6⁄4 | ||||||||
| 8033 |
Generates personalized music playlists based on mood analysis using AI sentimen…
|
C 69 5⁄5 | ||||||||
| 8034 |
Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …
|
C 69 5⁄5 | ||||||||
| 8035 |
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
|
C 69 5⁄5 | ||||||||
| 8036 |
Enables AI assistants to interact with RGB assets, Lightning Network operations…
|
C 69 5⁄5 | ||||||||
| 8037 |
Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-…
|
C 69 5⁄5 | ||||||||
| 8038 |
A demonstration server implementing the Model Context Protocol (MCP) with both …
|
C 69 5⁄5 | ||||||||
| 8039 |
Enables interaction with lightning addresses and common lightning tools via you…
|
C 69 5⁄5 | ||||||||
| 8040 |
A cross-platform integration server that enables interaction with the MetaTrade…
|
C 69 5⁄5 | ||||||||
| 8041 |
An MCP server that exposes Google Jules Agent operations, enabling MCP-compatib…
|
C 69 5⁄4 | ||||||||
| 8042 |
A Model Context Protocol (MCP) server for running Genesis World simulations wit…
|
C 69 5⁄4 | ||||||||
| 8043 |
SPIRED-Stab MCP
Claim
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
|
C 69 5⁄4 | ||||||||
| 8044 |
Enables searching and retrieving documentation content from SaaSus Platform thr…
|
C 69 5⁄5 | ||||||||
| 8045 |
Provides real-time access to BC highway conditions, road closures, weather aler…
|
C 69 5⁄5 | ||||||||
| 8046 |
An MCP server that provides poker play recommendations by combining real-time M…
|
C 69 5⁄4 | ||||||||
| 8047 |
A Model Context Protocol server that bridges MCP clients with local LLM service…
|
C 69 5⁄4 | ||||||||
| 8048 |
Provides Android development assistance following NowInAndroid best practices, …
|
C 69 5⁄5 | ||||||||
| 8049 |
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
|
C 69 5⁄5 | ||||||||
| 8050 |
A Model Context Protocol server designed for AI assistants to directly process …
|
C 69 5⁄5 | ||||||||