MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19801 |
mcp-fusion
Claim
A TypeScript framework for building production-ready MCP servers with automatic…
|
B 79 3⁄3 | ||||||||
| 19802 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 19803 |
Validate, transform, and normalize structured data for AI agents.
|
B 79 3⁄3 | ||||||||
| 19804 |
Enable integration of WezTerm terminal emulator with external tools and resourc…
|
B 79 3⁄3 | ||||||||
| 19805 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 19806 |
Enables SMB enumeration and interaction through MCP tools, including share list…
|
B 79 3⁄3 | ||||||||
| 19807 |
MCP server for Bear app - Full Read + Write AI-powered note management with Cla…
|
B 79 4⁄3 | ||||||||
| 19808 |
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
|
B 79 4⁄3 | ||||||||
| 19809 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19810 |
MCP server exposing KiCad PCB Editor functionality via IPC API.
|
B 79 3⁄3 | ||||||||
| 19811 |
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto…
|
B 79 3⁄3 | ||||||||
| 19812 |
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
|
B 79 4⁄3 | ||||||||
| 19813 |
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
|
B 79 3⁄3 | ||||||||
| 19814 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||
| 19815 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19816 |
Brick Builder MCP App
Claim
A Three.js MCP server for designing 3D brick constructions, enabling AI or inte…
|
B 79 3⁄3 | ||||||||
| 19817 |
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides…
|
B 79 4⁄4 | ||||||||
| 19818 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||
| 19819 |
AI-powered cascading development framework. Decompose complex projects into par…
|
B 79 4⁄3 | ||||||||
| 19820 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19821 |
Strapi CMS MCP — natural-language content management: create, manage, and publi…
|
B 79 4⁄4 | ||||||||
| 19822 |
Rakuten API integration for product search, hotel and travel booking, and recip…
|
B 79 3⁄3 | ||||||||
| 19823 |
Provides LLM-optimized tools for advanced code analysis, repository complexity …
|
B 79 3⁄3 | ||||||||
| 19824 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
B 79 3⁄3 | ||||||||
| 19825 |
Feishu/Lark MCP server + CLI tool. 85 tools, 3 auth layers. Send as user via co…
|
B 79 3⁄3 | ||||||||
| 19826 |
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
|
B 79 3⁄3 | ||||||||
| 19827 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 19828 |
linkedapi-mcp
Claim
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-…
|
B 79 4⁄4 | ||||||||
| 19829 |
Parse and extract structured data from various document formats (PDF, Word, HTM…
|
B 79 3⁄3 | ||||||||
| 19830 |
stacklit
Claim
One command gives AI agents instant codebase context. ~250 tokens replaces 50,0…
|
B 79 3⁄3 | ||||||||
| 19831 |
Extract and process web content into clean, structured formats optimized for LL…
|
B 79 3⁄3 | ||||||||
| 19832 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
|
B 79 3⁄3 | ||||||||
| 19833 |
mcp-kubernetes-ro
Claim
Provides read-only access to Kubernetes clusters for AI assistants.
|
B 79 4⁄3 | ||||||||
| 19834 |
Explore and download AI agent blueprints as Agent Skills directories for coding…
|
B 79 3⁄3 | ||||||||
| 19835 |
Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readabilit…
|
B 79 3⁄3 | ||||||||
| 19836 |
agentshield-mcp
Claim
Detect prompt injection, jailbreak, and social-engineering attacks in LLM agent…
|
B 79 3⁄3 | ||||||||
| 19837 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19838 |
Enables comprehensive remote control and automation of Final Cut Pro through 99…
|
B 79 3⁄3 | ||||||||
| 19839 |
Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity…
|
B 79 3⁄3 | ||||||||
| 19840 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 19841 |
Validate and verify data from other agents before acting on it. Zero LLM costs.
|
B 79 3⁄3 | ||||||||
| 19842 |
mcp-PostmanV3
|
B 79 4⁄3 | ||||||||
| 19843 |
purple
Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
|
B 79 3⁄3 | ||||||||
| 19844 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19845 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19846 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19847 |
agentmako
Claim
Local-first codebase intelligence engine. Gives coding agents structured contex…
|
B 79 3⁄3 | ||||||||
| 19848 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19849 |
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
|
B 79 4⁄4 | ||||||||
| 19850 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||