MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24551 |
Enables AI assistants to access contextual knowledge from multiple repositories…
|
D 50 4⁄4 | ||||||||
| 24552 |
Lets AI coding agents discover and reference each other's recent sessions.
|
D 50 4⁄3 | ||||||||
| 24553 |
An MCP Server that provides access to League of Legends statistics via the Spor…
|
D 50 4⁄4 | ||||||||
| 24554 |
aTars MCP by aarna
Claim
aTars MCP by aarna provides AI agents with structured access to crypto market s…
|
D 50 3⁄3 | ||||||||
| 24555 |
Enables AI assistants to request human input through a web interface, allowing …
|
D 50 4⁄3 | ||||||||
| 24556 |
A meta-server that allows Claude to install other MCP servers from npm or PyPi,…
|
D 50 4⁄3 | ||||||||
| 24557 |
A local command-based assistant that enables users to control system tools, pla…
|
D 50 4⁄3 | ||||||||
| 24558 |
News Aggregator API
Claim
A modular, scalable news aggregation backend that provides a unified interface …
|
D 50 4⁄4 | ||||||||
| 24559 |
Enables Claude Desktop to interact with PostgreSQL databases through natural la…
|
D 50 4⁄4 | ||||||||
| 24560 |
A Model Context Protocol server implementation that allows AI models to interac…
|
D 50 4⁄3 | ||||||||
| 24561 |
Metabase MCP Server
Claim
A Model Control Protocol server that enables AI assistants to interact with Met…
|
D 50 4⁄4 | ||||||||
| 24562 |
Provide advanced oscilloscope and function generator capabilities to AI agents,…
|
D 50 4⁄3 | ||||||||
| 24563 |
openwebui-mcp-setup
Claim
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Autom…
|
D 50 4⁄3 | ||||||||
| 24564 |
Provides comprehensive A-share (Chinese stock market) data including stock info…
|
D 50 4⁄4 | ||||||||
| 24565 |
dealfront
Claim
|
D 50 3⁄3 | ||||||||
| 24566 |
Optimize crew and workforce schedules, resource allocation, and routing with li…
|
D 50 5⁄5 | ||||||||
| 24567 |
awesome-hacking-lists
Claim
A curated collection of top-tier penetration testing tools and productivity uti…
|
D 50 3⁄3 | ||||||||
| 24568 |
WebDNA MCP Server
Claim
A custom server that integrates WebDNA documentation with AI assistants by scra…
|
D 50 4⁄4 | ||||||||
| 24569 |
An MCP Server that enables interaction with MLB scores and statistics via the S…
|
D 50 4⁄4 | ||||||||
| 24570 |
An MCP server for interacting with the HackathonWatch API, allowing users to ac…
|
D 50 4⁄4 | ||||||||
| 24571 |
An MCP Server that enables interaction with Odisha's eDistrict services through…
|
D 50 4⁄4 | ||||||||
| 24572 |
Creates and maintains a semantic knowledge graph of code that allows maintainin…
|
D 50 4⁄3 | ||||||||
| 24573 |
MCP server for Volatility 3.x, allowing you to perform memory forensics analysi…
|
D 50 4⁄3 | ||||||||
| 24574 |
Enables execution of Snowflake stored procedures through the MCP server by prov…
|
D 49 4⁄4 | ||||||||
| 24575 |
SEO AI Assistant
Claim
Provides SEO automation with tools for keyword research, SERP analysis, and com…
|
D 49 4⁄4 | ||||||||
| 24576 |
An integration server that lets you control Microsoft Outlook on Windows via CO…
|
D 49 4⁄3 | ||||||||
| 24577 |
An MCP Server providing access to Google's Firebase API, allowing natural langu…
|
D 49 4⁄4 | ||||||||
| 24578 |
An MCP server that enables the automated creation and scaffolding of Python Dja…
|
D 49 3⁄3 | ||||||||
| 24579 |
A starter template for building Model Context Protocol (MCP) servers, enabling …
|
D 49 4⁄3 | ||||||||
| 24580 |
A minimal reproduction repository designed to demonstrate and test Chrome exten…
|
D 49 4⁄3 | ||||||||
| 24581 |
Grant Hunter MCP
Claim
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
|
D 49 4⁄4 | ||||||||
| 24582 |
An MCP server that enables interaction with the MailScript API, allowing manage…
|
D 49 4⁄4 | ||||||||
| 24583 |
Enables interaction with LimeSurvey API to create and manage surveys, questions…
|
D 49 4⁄4 | ||||||||
| 24584 |
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
|
D 49 4⁄4 | ||||||||
| 24585 |
pdf-mcp
Claim
|
D 49 3⁄3 | ||||||||
| 24586 |
Enables management of e-commerce operations including products, customers, and …
|
D 49 4⁄4 | ||||||||
| 24587 |
An MCP Server that provides access to NHL (National Hockey League) scores and s…
|
D 49 4⁄4 | ||||||||
| 24588 |
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
|
D 49 4⁄4 | ||||||||
| 24589 |
Enables intelligent data analysis and querying of Snowflake databases through s…
|
D 49 4⁄4 | ||||||||
| 24590 |
Keploy
Claim
Keploy is an open-source AI-powered testing platform that helps developers achi…
|
D 49 3⁄3 | ||||||||
| 24591 |
An MCP server for accessing professional financial data, supporting multiple da…
|
D 49 4⁄4 | ||||||||
| 24592 |
A Model Context Protocol server that performs third-party threat intelligence e…
|
D 49 4⁄4 | ||||||||
| 24593 |
A lightweight Model Control Protocol server that allows agents like Cursor to i…
|
D 49 4⁄4 | ||||||||
| 24594 |
Cliniko MCP Server
Claim
Enables integration with the Cliniko practice management system through MCP too…
|
D 49 4⁄4 | ||||||||
| 24595 |
Provides real-time and historical cryptocurrency market data from multiple exch…
|
D 49 4⁄4 | ||||||||
| 24596 |
Managed Code Plugin for Cursor IDE providing integration with Atlassian product…
|
D 49 4⁄4 | ||||||||
| 24597 |
A Model Context Protocol server that provides read-only access to the Google Ca…
|
D 49 4⁄4 | ||||||||
| 24598 |
A platform that integrates and manages APIs from ByteDance's Ocean Engine (巨量引擎…
|
D 49 4⁄4 | ||||||||
| 24599 |
MCP Gherkin Server
Claim
Programmatically generates and saves Gherkin feature files using the Model Cont…
|
D 49 4⁄3 | ||||||||
| 24600 |
An MCP Server that provides a conversational interface to Google Tag Manager AP…
|
D 49 4⁄4 | ||||||||