MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16901 |
A comprehensive framework for building and deploying commercial MCP servers wit…
|
F 25 5⁄5 | ||||||||
| 16902 |
Enables AI applications to integrate with YouTube-Summarizer's APIs through the…
|
F 25 5⁄4 | ||||||||
| 16903 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16904 |
An MCP server for searching job listings with filters for date, keywords, remot…
|
F 25 5⁄4 | ||||||||
| 16905 |
Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 f…
|
F 25 5⁄5 | ||||||||
| 16906 |
A command-based MCP server that enables programmatic stock trading on Zerodha t…
|
F 25 5⁄4 | ||||||||
| 16907 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16908 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16909 |
Enables Claude Code to send Telegram notifications when tasks complete, errors …
|
F 25 5⁄5 | ||||||||
| 16910 |
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
|
F 25 5⁄5 | ||||||||
| 16911 |
📇 ☁️ Allows AI clients to manage records and notes in Attio CRM
|
F 25 5⁄4 | ||||||||
| 16912 |
Search academic expert insights, papers and contributions from Faculti
|
F 25 5⁄4 | ||||||||
| 16913 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16914 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16915 |
Track and manage employee time off with quick balance lookups and streamlined a…
|
F 25 6⁄6 | ||||||||
| 16916 |
An MCP server for PyAutoGUI
|
F 25 5⁄4 | ||||||||
| 16917 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16918 |
Enables sending messages to Discord channels directly from Cursor IDE using Dis…
|
F 25 5⁄5 | ||||||||
| 16919 |
Official PostHog MCP Server for product analytics, feature flags, experiments, …
|
F 25 6⁄6 | ||||||||
| 16920 |
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
|
F 25 5⁄4 | ||||||||
| 16921 |
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
|
F 25 5⁄5 | ||||||||
| 16922 |
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
|
F 25 5⁄5 | ||||||||
| 16923 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16924 |
Enables AI assistants to access Fathom meeting recordings, summaries, transcrip…
|
F 25 5⁄4 | ||||||||
| 16925 |
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
|
F 25 6⁄6 | ||||||||
| 16926 |
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
|
F 25 5⁄4 | ||||||||
| 16927 |
Adaptive memory for AI agents — FAISS search, chat extraction, cross-project li…
|
F 25 5⁄4 | ||||||||
| 16928 |
This server acts as a Message Communication Protocol (MCP) service for integrat…
|
F 25 5⁄5 | ||||||||
| 16929 |
Interact seamlessly with the Figma API to manage files, comments, components, a…
|
F 25 5⁄4 | ||||||||
| 16930 |
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
|
F 25 5⁄5 | ||||||||
| 16931 |
An MCP server that enables Claude to manage infrastructure across Kubernetes, D…
|
F 25 5⁄5 | ||||||||
| 16932 |
Build autonomous AI agents in Python.
|
F 25 5⁄4 | ||||||||
| 16933 |
Integrates MakeMKV with the Model Context Protocol to enable scanning, ripping,…
|
F 25 5⁄4 | ||||||||
| 16934 |
Open-source cross-agent memory layer for coding agents via MCP. Compatible with…
|
F 25 5⁄4 | ||||||||
| 16935 |
Email infrastructure for AI agents. Create inboxes on the fly, send and receive…
|
F 25 5⁄4 | ||||||||
| 16936 |
Provides weather information from the National Weather Service API with full MC…
|
F 25 5⁄5 | ||||||||
| 16937 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||
| 16938 |
Integrate Hugeicons seamlessly into your applications. Discover icons, access p…
|
F 25 5⁄5 | ||||||||
| 16939 |
A MCP server that provides gene set enrichment analysis using the Enrichr API
|
F 25 5⁄5 | ||||||||
| 16940 |
An extensible Message Communication Protocol server that provides secure code e…
|
F 25 6⁄6 | ||||||||
| 16941 |
A MCP server for interacting with Bear note-taking software.
|
F 25 5⁄4 | ||||||||
| 16942 |
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
|
F 25 5⁄4 | ||||||||
| 16943 |
Enables Claude Desktop to interact with Salesforce for order management, includ…
|
F 25 5⁄5 | ||||||||
| 16944 |
A server implementing Model Context Protocol that enables AI assistants to inte…
|
F 25 5⁄5 | ||||||||
| 16945 |
Enables control and automation of Android devices using uiautomator2 and ADB. I…
|
F 25 5⁄4 | ||||||||
| 16946 |
Enables automated end-to-end testing powered by Playwright where test cases are…
|
F 25 5⁄4 | ||||||||
| 16947 |
Multiple text-type recognition, handwriting recognition, and high-precision par…
|
F 25 5⁄5 | ||||||||
| 16948 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
|
F 25 5⁄5 | ||||||||
| 16949 |
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
|
F 25 5⁄5 | ||||||||
| 16950 |
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
|
F 25 6⁄6 | ||||||||