MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23801 |
A Model Context Protocol (MCP) server that provides AI-powered customer support…
|
C 57 4⁄4 | ||||||||
| 23802 |
An MCP server for generic Database Management System (DBMS) Connectivity via th…
|
C 57 3⁄3 | ||||||||
| 23803 |
A Machine Conversation Protocol server that enables AI agents to perform Retrie…
|
C 57 4⁄3 | ||||||||
| 23804 |
onemcp-hub
Claim
OneMCP feature requests, bugs and improvements
|
C 57 3⁄3 | ||||||||
| 23805 |
vite-react-template
Claim
|
C 57 3⁄3 | ||||||||
| 23806 |
AI contract scope violation detector. Detect scope creep, draft responses.
|
C 56 3⁄3 | ||||||||
| 23807 |
sendblue-mcp
Claim
|
C 56 3⁄3 | ||||||||
| 23808 |
Enables LLM clients to interact with a local tracker-server for checking schedu…
|
C 56 3⁄3 | ||||||||
| 23809 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 23810 |
GEmojiSharp
Claim
:octocat: GitHub Emoji for C#, dotnet and beyond
|
C 56 4⁄3 | ||||||||
| 23811 |
Safe local execution layer for AI agent tools. Build, validate, and publish MCP…
|
C 56 4⁄3 | ||||||||
| 23812 |
Provides a unified API to connect LLMs to various databases, with schema normal…
|
C 56 4⁄3 | ||||||||
| 23813 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23814 |
Enables interaction with Spinitron's radio playlist management and broadcasting…
|
C 56 4⁄4 | ||||||||
| 23815 |
Student MCP Server
Claim
Provides tools for managing student knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23816 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 23817 |
Description: Persistent memory for AI agents with rollback, audit trails,
seman…
|
C 56 4⁄4 | ||||||||
| 23818 |
A bridge between AI assistants and the Paradex perpetual futures trading platfo…
|
C 56 5⁄5 | ||||||||
| 23819 |
A comprehensive set of samples of creating and using MCP servers and clients wi…
|
C 56 3⁄3 | ||||||||
| 23820 |
hivemind
Claim
Query multiple AI models (OpenAI, Anthropic, Google) for consensus responses.
|
C 56 4⁄3 | ||||||||
| 23821 |
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
|
C 56 4⁄4 | ||||||||
| 23822 |
Exposes 90 production-grade tools for interacting with the complete HPE Aruba N…
|
C 56 4⁄4 | ||||||||
| 23823 |
MCP server for OWASP ZAP vulnerability scanning with Docker management
|
C 56 3⁄3 | ||||||||
| 23824 |
Fast MCP Task Manager
Claim
Enables AI-powered task management with Google Gemini integration, providing CR…
|
C 56 4⁄3 | ||||||||
| 23825 |
Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) throug…
|
C 56 4⁄4 | ||||||||
| 23826 |
HTTP-based server that provides semantic code search capabilities to IDEs throu…
|
C 56 4⁄4 | ||||||||
| 23827 |
Ava
Claim
An AI-powered MCP server that automatically tracks and reports task progress to…
|
C 56 4⁄3 | ||||||||
| 23828 |
Provides LLM agents with comprehensive access to Obsidian vaults via the offici…
|
C 56 4⁄3 | ||||||||
| 23829 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 23830 |
Enables users to retrieve chemical safety information including compound proper…
|
C 56 4⁄4 | ||||||||
| 23831 |
MCP server for Atlassian Jira Data Center - search, view, and create issues
|
C 56 4⁄3 | ||||||||
| 23832 |
RiMCP_hybrid
Claim
Rimworld Coding RAG MCP server
|
C 56 4⁄3 | ||||||||
| 23833 |
popup-mcp
Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
|
C 56 3⁄3 | ||||||||
| 23834 |
IBKR MCP Server
Claim
Provides AI models with secure access to Interactive Brokers trading data and f…
|
C 56 4⁄3 | ||||||||
| 23835 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23836 |
Exposes a local biomedical literature pipeline as MCP tools for automated resea…
|
C 56 3⁄3 | ||||||||
| 23837 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 23838 |
mcp-github
Claim
Gitbub mcp
|
C 56 3⁄3 | ||||||||
| 23839 |
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
|
C 56 4⁄4 | ||||||||
| 23840 |
Enables building and querying code knowledge graphs for project analysis, with …
|
C 56 4⁄3 | ||||||||
| 23841 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 23842 |
This MCP Server provides a natural language interface to interact with Google's…
|
C 56 4⁄4 | ||||||||
| 23843 |
bitrix24-mcp
Claim
Bitrix24 Cloud MCP server — 45 tools across CRM, Tasks, Deals, Leads, Files, Di…
|
C 56 3⁄3 | ||||||||
| 23844 |
Access and interact with anime and manga data seamlessly. Retrieve detailed inf…
|
C 56 5⁄5 | ||||||||
| 23845 |
MCP Server that enables interaction with GoDaddy's Orders API using natural lan…
|
C 56 4⁄4 | ||||||||
| 23846 |
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
|
C 56 4⁄4 | ||||||||
| 23847 |
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
|
C 56 4⁄3 | ||||||||
| 23848 |
An MCP server that enables the analysis of CSV and Parquet files by providing t…
|
C 56 3⁄3 | ||||||||
| 23849 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23850 |
An MCP (Multi-Agent Conversation Protocol) server that enables natural language…
|
C 56 4⁄3 | ||||||||