MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23801 |
A fully MCP-compliant, open-source maritime data service that provides real-tim…
|
C 57 4⁄3 | ||||||||
| 23802 |
MCP Stock Analyzer
Claim
Analyzes global and Indian stock market data via yfinance and queries local NSE…
|
C 57 3⁄3 | ||||||||
| 23803 |
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
|
C 57 4⁄4 | ||||||||
| 23804 |
iPhone MCP Server
Claim
Enables iPhone automation through Appium integration, allowing users to control…
|
C 57 4⁄3 | ||||||||
| 23805 |
A Multi-Agent Conversation Protocol Server that provides access to the Go UPC A…
|
C 57 4⁄4 | ||||||||
| 23806 |
Kaimon.jl
Claim
MCP server giving AI agents full access to Julia's runtime via a live Gate — co…
|
C 57 4⁄3 | ||||||||
| 23807 |
A personal fitness tracking server that enables logging and querying workouts, …
|
C 56 4⁄3 | ||||||||
| 23808 |
Automates Facebook Page management through the Graph API, enabling content post…
|
C 56 4⁄4 | ||||||||
| 23809 |
A template MCP server built with FastMCP framework that demonstrates basic tool…
|
C 56 4⁄4 | ||||||||
| 23810 |
awesome-finance-mcp
Claim
A curated list of MCP servers for AI finance agents
|
C 56 3⁄3 | ||||||||
| 23811 |
This MCP Server provides a natural language interface to interact with Google's…
|
C 56 4⁄4 | ||||||||
| 23812 |
Official Microsoft MCP server for Azure services including Storage, Cosmos DB, …
|
C 56 4⁄3 | ||||||||
| 23813 |
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
|
C 56 4⁄3 | ||||||||
| 23814 |
An advanced integrated MCP server platform that combines 600+ tools and multipl…
|
C 56 4⁄4 | ||||||||
| 23815 |
Odoo MCP Server
Claim
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
|
C 56 4⁄3 | ||||||||
| 23816 |
IBKR MCP Server
Claim
Provides AI models with secure access to Interactive Brokers trading data and f…
|
C 56 4⁄3 | ||||||||
| 23817 |
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
|
C 56 4⁄3 | ||||||||
| 23818 |
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
|
C 56 4⁄4 | ||||||||
| 23819 |
An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to int…
|
C 56 4⁄4 | ||||||||
| 23820 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 23821 |
A server that enables interaction with the Solana blockchain, providing access …
|
C 56 4⁄3 | ||||||||
| 23822 |
Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) throug…
|
C 56 4⁄4 | ||||||||
| 23823 |
DevEx MCP Server
Claim
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
|
C 56 4⁄4 | ||||||||
| 23824 |
GEmojiSharp
Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
|
C 56 4⁄3 | ||||||||
| 23825 |
A Multi-Call Protocol server providing comprehensive access to Chinese stock ma…
|
C 56 4⁄4 | ||||||||
| 23826 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23827 |
An educational MCP server that exposes system tools (like IP, hostname, file op…
|
C 56 3⁄3 | ||||||||
| 23828 |
Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315…
|
C 56 4⁄4 | ||||||||
| 23829 |
Enables AI agents to download, index, and semantically search PDF research pape…
|
C 56 4⁄3 | ||||||||
| 23830 |
kiwiclaw-mcp-server
Claim
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
|
C 56 3⁄3 | ||||||||
| 23831 |
An MCP server that enables the analysis of CSV and Parquet files by providing t…
|
C 56 3⁄3 | ||||||||
| 23832 |
Smyth Docker Commander
Claim
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
|
C 56 4⁄3 | ||||||||
| 23833 |
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
|
C 56 4⁄4 | ||||||||
| 23834 |
Enables semantic code search across projects using AI embeddings to find code b…
|
C 56 4⁄3 | ||||||||
| 23835 |
Enables context capture and reinforcement learning by recording successful work…
|
C 56 4⁄3 | ||||||||
| 23836 |
Access and interact with anime and manga data seamlessly. Retrieve detailed inf…
|
C 56 5⁄5 | ||||||||
| 23837 |
HTTP-based server that provides semantic code search capabilities to IDEs throu…
|
C 56 4⁄4 | ||||||||
| 23838 |
Crypto-Signal MCP
Claim
Provides cryptocurrency trading signals, market analysis, and portfolio managem…
|
C 56 4⁄4 | ||||||||
| 23839 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23840 |
Physics MCP Server
Claim
Enables physicists to perform computer algebra calculations, create scientific …
|
C 56 4⁄4 | ||||||||
| 23841 |
Periphery Code Audit
Claim
Swift code analysis with Periphery - detect unused code and improve code quality
|
C 56 4⁄3 | ||||||||
| 23842 |
hivemind
Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
|
C 56 4⁄3 | ||||||||
| 23843 |
Exposes a local biomedical literature pipeline as MCP tools for automated resea…
|
C 56 3⁄3 | ||||||||
| 23844 |
popup-mcp
Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
|
C 56 3⁄3 | ||||||||
| 23845 |
Enables Claude to interact with Evernote notes and notebooks, supporting full-t…
|
C 56 4⁄4 | ||||||||
| 23846 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23847 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 23848 |
Slack MCP Server
Claim
Enables AI assistants to interact with Slack workspaces through natural languag…
|
C 56 4⁄4 | ||||||||
| 23849 |
|
C 56 3⁄3 | ||||||||
| 23850 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||