MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24601 |
pdf-mcp
Claim
|
D 49 3⁄3 | ||||||||
| 24602 |
A Model Context Protocol server that performs third-party threat intelligence e…
|
D 49 4⁄4 | ||||||||
| 24603 |
Enables management of e-commerce operations including products, customers, and …
|
D 49 4⁄4 | ||||||||
| 24604 |
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
|
D 49 4⁄4 | ||||||||
| 24605 |
DotNet MCP Server Demo
Claim
A demonstration .NET 8 Web API that implements the Model Context Protocol with …
|
D 49 4⁄4 | ||||||||
| 24606 |
A Model Context Protocol server that enables Claude to read and update document…
|
D 49 4⁄4 | ||||||||
| 24607 |
A starter template for building Model Context Protocol (MCP) servers, enabling …
|
D 49 4⁄3 | ||||||||
| 24608 |
MCP Gherkin Server
Claim
Programmatically generates and saves Gherkin feature files using the Model Cont…
|
D 49 4⁄3 | ||||||||
| 24609 |
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client si…
|
D 49 4⁄4 | ||||||||
| 24610 |
Enables intelligent data analysis and querying of Snowflake databases through s…
|
D 49 4⁄4 | ||||||||
| 24611 |
A Model Context Protocol server that provides read-only access to the Google Ca…
|
D 49 4⁄4 | ||||||||
| 24612 |
An MCP Server that provides access to NHL (National Hockey League) scores and s…
|
D 49 4⁄4 | ||||||||
| 24613 |
An MCP Server that enables users to interact with Google's On-Demand Scanning A…
|
D 49 4⁄4 | ||||||||
| 24614 |
cursor\_mcp\_installer
|
D 49 4⁄3 | ||||||||
| 24615 |
An MCP server that implements the 'think' tool, providing Claude with a dedicat…
|
D 49 4⁄4 | ||||||||
| 24616 |
Enables comprehensive network security scanning and vulnerability assessment us…
|
D 49 4⁄3 | ||||||||
| 24617 |
weather-mcp
Claim
|
D 49 4⁄3 | ||||||||
| 24618 |
An MCP server that enables the automated creation and scaffolding of Python Dja…
|
D 49 3⁄3 | ||||||||
| 24619 |
Grant Hunter MCP
Claim
Autonomously discovers non-dilutive funding opportunities from Grants.gov, gene…
|
D 49 4⁄4 | ||||||||
| 24620 |
Enables AI-assisted music composition through copyable pattern templates, style…
|
D 49 4⁄4 | ||||||||
| 24621 |
An MCP Server that provides a conversational interface to Google Tag Manager AP…
|
D 49 4⁄4 | ||||||||
| 24622 |
stooq-mcp
Claim
Fetch real-time stock prices from Stooq without API keys. Supports global marke…
|
D 49 4⁄4 | ||||||||
| 24623 |
Cliniko MCP Server
Claim
Enables integration with the Cliniko practice management system through MCP too…
|
D 49 4⁄4 | ||||||||
| 24624 |
A lightweight Model Control Protocol server that allows agents like Cursor to i…
|
D 49 4⁄4 | ||||||||
| 24625 |
MCP Math Server
Claim
A Node.js server that processes mathematical calculations and natural language …
|
D 49 4⁄4 | ||||||||
| 24626 |
An MCP server that enables interaction with the MailScript API, allowing manage…
|
D 49 4⁄4 | ||||||||
| 24627 |
H2BIS ProjectBrain MCP
Claim
Connect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capab…
|
D 49 3⁄3 | ||||||||
| 24628 |
A programmable terminal control plane that enables AI agents to orchestrate, mo…
|
D 49 4⁄3 | ||||||||
| 24629 |
Aggregates news from 70+ platforms across categories like tech, finance, social…
|
D 49 4⁄4 | ||||||||
| 24630 |
An MCP Server providing access to Google's Firebase API, allowing natural langu…
|
D 49 4⁄4 | ||||||||
| 24631 |
A server implementation that enables natural language interactions with UniFi n…
|
D 49 4⁄4 | ||||||||
| 24632 |
Enables complete management of Mailcow email servers through 20 MCP tools inclu…
|
D 49 4⁄4 | ||||||||
| 24633 |
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memor…
|
D 49 4⁄3 | ||||||||
| 24634 |
An integration server that lets you control Microsoft Outlook on Windows via CO…
|
D 49 4⁄3 | ||||||||
| 24635 |
An MCP server that provides an interface to Google's Fitness API, enabling inte…
|
D 49 4⁄4 | ||||||||
| 24636 |
An MCP server for accessing professional financial data, supporting multiple da…
|
D 49 4⁄4 | ||||||||
| 24637 |
Caido MCP Server
Claim
Enables AI agents to perform automated security testing through Caido, providin…
|
D 49 4⁄4 | ||||||||
| 24638 |
gtm-alpha-mcp-server
Claim
Professional GTM consultation MCP server with EPIC framework
|
D 49 4⁄3 | ||||||||
| 24639 |
A lightweight MCP server implementation that provides a simple tool for fetchin…
|
D 49 4⁄4 | ||||||||
| 24640 |
Sectional MCP Panel
Claim
A management service that orchestrates multiple server processes organized into…
|
D 48 4⁄4 | ||||||||
| 24641 |
ADK MCP Agent
Claim
A streaming chat agent that integrates Google ADK with Model Context Protocol a…
|
D 48 4⁄4 | ||||||||
| 24642 |
A comprehensive MCP server that provides 159 tools for interacting with the Fre…
|
D 48 4⁄4 | ||||||||
| 24643 |
aayushnaphade
Claim
|
D 48 3⁄3 | ||||||||
| 24644 |
A Model Context Protocol server that translates high-level intents into command…
|
D 48 4⁄3 | ||||||||
| 24645 |
An MCP server that provides persistent multimodal context storage for LLM agent…
|
D 48 4⁄3 | ||||||||
| 24646 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 24647 |
Enables querying log data stored in SQLite databases through the Model Context …
|
D 48 4⁄3 | ||||||||
| 24648 |
An MCP server that allows agents to interact with Meilisearch, a powerful open-…
|
D 48 4⁄4 | ||||||||
| 24649 |
Provides a semantic layer for querying and analyzing BigQuery's Austin Bikeshar…
|
D 48 4⁄3 | ||||||||
| 24650 |
Enable secure and efficient management of encrypted data vaults through a stand…
|
D 48 4⁄3 | ||||||||