MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 18301 |
Manage UniFi Protect cameras, events, recordings, and smart detections via MCP.
|
B 80 4⁄3 | ||||||||
| 18302 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 18303 |
Provides comprehensive market research and business analysis capabilities by in…
|
B 79 4⁄4 | ||||||||
| 18304 |
DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…
|
B 79 4⁄4 | ||||||||
| 18305 |
Run queries, explore schemas, and retrieve table data with ease. Diagnose perfo…
|
B 79 4⁄3 | ||||||||
| 18306 |
A comprehensive MCP server for Metabase with 70+ tools.
|
B 79 4⁄4 | ||||||||
| 18307 |
AgentAnycast
Claim
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NA…
|
B 79 3⁄3 | ||||||||
| 18308 |
Enables AI assistants to interact with BlindPay's stablecoin payment infrastruc…
|
B 79 4⁄4 | ||||||||
| 18309 |
mcp-PostmanV3
|
B 79 4⁄3 | ||||||||
| 18310 |
A local-first MCP server that provides AI agents with safe codebase access thro…
|
B 79 4⁄3 | ||||||||
| 18311 |
claude-peers
Claim
Enables discovery and instant communication between multiple local Claude Code …
|
B 79 3⁄3 | ||||||||
| 18312 |
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
|
B 79 4⁄4 | ||||||||
| 18313 |
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
B 79 4⁄3 | ||||||||
| 18314 |
Model Context Protocol server for BusinessMap (Kanbanize) integration. Provides…
|
B 79 4⁄4 | ||||||||
| 18315 |
mcp-kubernetes-ro
Claim
Provides read-only access to Kubernetes clusters for AI assistants.
|
B 79 4⁄3 | ||||||||
| 18316 |
LinkedIn-native AI content creation, scheduling & analytics. Write and post on …
|
B 79 4⁄3 | ||||||||
| 18317 |
Enables comprehensive Trello integration through Claude Desktop, allowing users…
|
B 79 4⁄3 | ||||||||
| 18318 |
Version 2.2 - 54 tools available - an MCP server for interacting with the Canva…
|
B 79 4⁄3 | ||||||||
| 18319 |
Enables AI coding agents to compile Delphi projects programmatically by parsing…
|
B 79 4⁄3 | ||||||||
| 18320 |
Generate visual charts using [Apache ECharts](https://echarts.apache.org) with …
|
B 79 4⁄3 | ||||||||
| 18321 |
attio-mcp-server
Claim
Model Context Protocol server for Attio CRM - enables Claude Desktop and Cursor…
|
B 79 4⁄3 | ||||||||
| 18322 |
MCP server for Bear app - Full Read + Write AI-powered note management with Cla…
|
B 79 4⁄3 | ||||||||
| 18323 |
MCP server for AI image generation, transformation, and style management via th…
|
B 79 4⁄3 | ||||||||
| 18324 |
A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Ru…
|
B 79 4⁄4 | ||||||||
| 18325 |
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
|
B 79 3⁄3 | ||||||||
| 18326 |
Enables natural language content management for Strapi CMS, supporting creation…
|
B 79 4⁄4 | ||||||||
| 18327 |
Enable AI assistants to seamlessly manage, create, execute, and monitor n8n wor…
|
B 79 4⁄3 | ||||||||
| 18328 |
mcp-fusion
Claim
A TypeScript framework for building production-ready MCP servers with automatic…
|
B 79 3⁄3 | ||||||||
| 18329 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 18330 |
Jira-like project tracker for AI agents with SQLite, full task hierarchy, and d…
|
B 79 4⁄3 | ||||||||
| 18331 |
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<h1 align="center">📄 hwpx-mcp-server</h1>
<p align="cent…
|
B 79 4⁄3 | ||||||||
| 18332 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 18333 |
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflo…
|
B 79 4⁄4 | ||||||||
| 18334 |
Connects AI assistants to Todoist for comprehensive task management, enabling n…
|
B 79 4⁄4 | ||||||||
| 18335 |
semiotic
Claim
React data visualization MCP server with 30+ chart types. 5 tools: suggest char…
|
B 79 3⁄3 | ||||||||
| 18336 |
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
|
B 79 4⁄3 | ||||||||
| 18337 |
Provides access to Apple's official developer documentation, frameworks, APIs, …
|
B 79 4⁄4 | ||||||||
| 18338 |
Provides access to the complete archives of The Guardian newspaper since 1999, …
|
B 79 4⁄4 | ||||||||
| 18339 |
python-utcp
Claim
Official python implementation of UTCP. UTCP is an open standard that lets AI a…
|
B 79 4⁄3 | ||||||||
| 18340 |
Access Austrian laws, court decisions & legal documents via the RIS API.
|
B 79 4⁄3 | ||||||||
| 18341 |
miro-mcp-server
Claim
Voice-friendly Miro whiteboard control. Create stickies, shapes, frames, mindma…
|
B 79 4⁄3 | ||||||||
| 18342 |
AI-powered cascading development framework. Decompose complex projects into par…
|
B 79 4⁄3 | ||||||||
| 18343 |
Autonomous shell execution, computer control and coding agent. (Mac)
|
B 79 4⁄3 | ||||||||
| 18344 |
MCP server for interaction with Bitwarden.
|
B 79 4⁄3 | ||||||||
| 18345 |
Manage AdGuard Home through AI assistants
|
B 79 4⁄3 | ||||||||
| 18346 |
Enables AI-powered video-to-audio and text-to-audio generation using MMAudio's …
|
B 79 4⁄4 | ||||||||
| 18347 |
linkedapi-mcp
Claim
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-…
|
B 79 4⁄4 | ||||||||
| 18348 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 18349 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 18350 |
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search…
|
B 78 4⁄3 | ||||||||