MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16151 |
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
|
F 25 6⁄6 | ||||||||
| 16152 |
Enables AI assistants to interact with Hadoop Hue for executing SQL queries usi…
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F 25 5⁄5 | ||||||||
| 16153 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16154 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16155 |
Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool…
|
F 25 5⁄4 | ||||||||
| 16156 |
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
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F 25 5⁄5 | ||||||||
| 16157 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16158 |
MCP server for ChartForge — generate stunning charts and diagrams from natural …
|
F 25 5⁄5 | ||||||||
| 16159 |
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
|
F 25 6⁄4 | ||||||||
| 16160 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 16161 |
A streamlined Model Context Protocol server that enables AI models to perform s…
|
F 25 5⁄5 | ||||||||
| 16162 |
Enables viewing and browsing Notion page content through a web interface with m…
|
F 25 5⁄5 | ||||||||
| 16163 |
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
|
F 25 5⁄5 | ||||||||
| 16164 |
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
|
F 25 6⁄6 | ||||||||
| 16165 |
A Node.js application that enables programmatic interaction with WhatsApp deskt…
|
F 25 5⁄4 | ||||||||
| 16166 |
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
|
F 25 5⁄5 | ||||||||
| 16167 |
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
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F 25 5⁄5 | ||||||||
| 16168 |
Provides econometric modeling capabilities through R, enabling AI assistants to…
|
F 25 5⁄5 | ||||||||
| 16169 |
A runtime inspection and automation toolkit that enables MCP clients to interac…
|
F 25 5⁄4 | ||||||||
| 16170 |
ContextStream MCP server for code context, memory, search, and AI tools.
|
F 25 6⁄6 | ||||||||
| 16171 |
Provides read-only access to Microsoft 365 services including SharePoint, OneDr…
|
F 25 5⁄5 | ||||||||
| 16172 |
A Model Context Protocol server that enables AI assistants to interact with iOS…
|
F 25 5⁄5 | ||||||||
| 16173 |
A Model Context Protocol server that provides access to Snowflake databases for…
|
F 25 5⁄5 | ||||||||
| 16174 |
Build autonomous AI agents in Python.
|
F 25 5⁄4 | ||||||||
| 16175 |
An MCP server that automates the backup of Cloudflare projects to a GitHub repo…
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F 25 5⁄5 | ||||||||
| 16176 |
AI trend collect service
|
F 25 5⁄4 | ||||||||
| 16177 |
MCP server for FastBCP — high-performance parallel database export to files and…
|
F 25 5⁄5 | ||||||||
| 16178 |
Enables network discovery, port scanning, and infrastructure monitoring with de…
|
F 25 5⁄4 | ||||||||
| 16179 |
Enterprise SAP OData to MCP Server with AI capabilities and Cloud Foundry integ…
|
F 25 5⁄5 | ||||||||
| 16180 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
F 25 5⁄5 | ||||||||
| 16181 |
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
|
F 25 5⁄5 | ||||||||
| 16182 |
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agen…
|
F 25 5⁄4 | ||||||||
| 16183 |
Enables AI agents to interact with Chase Bank accounts to view balances, transa…
|
F 25 5⁄4 | ||||||||
| 16184 |
A Model Context Protocol server that combines DeepSeek R1's reasoning capabilit…
|
F 25 5⁄5 | ||||||||
| 16185 |
Provides comprehensive enterprise qualification and certificate data, including…
|
F 25 5⁄5 | ||||||||
| 16186 |
Official GitHub server for integration with repository management, PRs, issues,…
|
F 25 6⁄6 | ||||||||
| 16187 |
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
|
F 25 6⁄6 | ||||||||
| 16188 |
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
|
F 25 5⁄4 | ||||||||
| 16189 |
Enables secure cloud-based execution of code across 14+ programming languages w…
|
F 25 5⁄5 | ||||||||
| 16190 |
ClickHouse database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16191 |
Share markdown files and text as clean, readable web links via `plsreadme_share…
|
F 25 6⁄6 | ||||||||
| 16192 |
The MCP server that keeps you informed by sending the notification on phone usi…
|
F 25 5⁄4 | ||||||||
| 16193 |
Enables AI assistants to help developers integrate gasless transactions on the …
|
F 25 5⁄5 | ||||||||
| 16194 |
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
|
F 25 5⁄5 | ||||||||
| 16195 |
Provides tools from the TripGo API for multi-modal trip planning, transport loc…
|
F 25 6⁄6 | ||||||||
| 16196 |
A Model Context Protocol server that enables Claude to interact with Telegram c…
|
F 25 5⁄5 | ||||||||
| 16197 |
An MCP server that enables AI assistants to browse, analyze, and automate inter…
|
F 25 5⁄4 | ||||||||
| 16198 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 16199 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16200 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||