MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19801 |
Provides LLM-optimized tools for advanced code analysis, repository complexity …
|
B 79 3⁄3 | ||||||||
| 19802 |
Observe and operate Hatchet workflows from an AI agent — runs, logs, trigger, c…
|
B 79 3⁄3 | ||||||||
| 19803 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
B 79 3⁄3 | ||||||||
| 19804 |
cdt-express-mcp
Claim
Interact with climate metrics via Riskthinking.AI's CDT Express API in supporte…
|
B 79 3⁄3 | ||||||||
| 19805 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19806 |
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
|
B 79 4⁄3 | ||||||||
| 19807 |
A TypeScript-based MCP server that facilitates note management and weather quer…
|
B 79 3⁄3 | ||||||||
| 19808 |
AI-native Microsoft Teams integration — read chats, send messages, search people
|
B 79 3⁄3 | ||||||||
| 19809 |
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
|
B 79 4⁄4 | ||||||||
| 19810 |
Validate and verify data from other agents before acting on it. Zero LLM costs.
|
B 79 3⁄3 | ||||||||
| 19811 |
AgentAnycast
Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
|
B 79 3⁄3 | ||||||||
| 19812 |
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
|
B 79 3⁄3 | ||||||||
| 19813 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19814 |
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
|
B 79 3⁄3 | ||||||||
| 19815 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 19816 |
ASCII art & kaomoji for AI agents, CLI tools, and chatbots.
|
B 79 3⁄3 | ||||||||
| 19817 |
Validate, transform, and normalize structured data for AI agents.
|
B 79 3⁄3 | ||||||||
| 19818 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 19819 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19820 |
Rakuten API integration for product search, hotel and travel booking, and recip…
|
B 79 3⁄3 | ||||||||
| 19821 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19822 |
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit d…
|
B 79 4⁄4 | ||||||||
| 19823 |
Enables AI assistants to interact with Google NotebookLM, allowing notebook man…
|
B 79 3⁄3 | ||||||||
| 19824 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19825 |
Token-saving MCP proxy that intercepts oversized tool returns and replaces them…
|
B 79 3⁄3 | ||||||||
| 19826 |
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
|
B 79 3⁄3 | ||||||||
| 19827 |
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
|
B 79 3⁄3 | ||||||||
| 19828 |
MCP server exposing KiCad PCB Editor functionality via IPC API.
|
B 79 3⁄3 | ||||||||
| 19829 |
Strapi CMS MCP — natural-language content management: create, manage, and publi…
|
B 79 4⁄4 | ||||||||
| 19830 |
Xendit payment gateway for Southeast Asia. Invoices, disbursements, balance che…
|
B 79 3⁄3 | ||||||||
| 19831 |
MCP server for creating and managing SOPS-encrypted secret files using age encr…
|
B 79 3⁄3 | ||||||||
| 19832 |
Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity…
|
B 79 3⁄3 | ||||||||
| 19833 |
attio-mcp-server
Claim
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
B 79 4⁄3 | ||||||||
| 19834 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 19835 |
Enables programmatic interaction with the UnknownCheats forum by bypassing Clou…
|
B 79 3⁄3 | ||||||||
| 19836 |
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
|
B 79 4⁄3 | ||||||||
| 19837 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19838 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19839 |
Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via co…
|
B 79 3⁄3 | ||||||||
| 19840 |
Extract and process web content into clean, structured formats optimized for LL…
|
B 79 3⁄3 | ||||||||
| 19841 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19842 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||
| 19843 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19844 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||
| 19845 |
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
|
B 79 4⁄3 | ||||||||
| 19846 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 19847 |
agentmako
Claim
Local-first codebase intelligence engine. Gives coding agents structured contex…
|
B 79 3⁄3 | ||||||||
| 19848 |
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflo…
|
B 79 4⁄4 | ||||||||
| 19849 |
Meta Ads MCP by ScaleForge — control Facebook & Instagram Ads via Graph API v24…
|
B 79 3⁄3 | ||||||||
| 19850 |
Brain MCP
Claim
Enables inter-session communication and coordination for multiple Claude Code i…
|
B 79 3⁄3 | ||||||||