MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 11 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21701 |
Provides comprehensive access to Google Ads API v20, enabling AI assistants to …
|
C 68 4⁄4 | ||||||||
| 21702 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21703 |
Monitors Notion databases in real-time to detect project risks, such as delayed…
|
C 68 3⁄3 | ||||||||
| 21704 |
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
|
C 68 4⁄3 | ||||||||
| 21705 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21706 |
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
|
C 68 3⁄3 | ||||||||
| 21707 |
MCP Server for publicly available Indian Mutual Funds data
|
C 68 3⁄3 | ||||||||
| 21708 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 21709 |
|
C 68 3⁄3 | ||||||||
| 21710 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21711 |
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
|
C 68 4⁄4 | ||||||||
| 21712 |
Bluetooth MCP Server
Claim
A ModelContextProtocol server that enables Claude AI to detect and scan nearby …
|
C 68 4⁄4 | ||||||||
| 21713 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21714 |
solon-ai
Claim
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; A…
|
C 68 3⁄3 | ||||||||
| 21715 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 21716 |
Enables natural language search and retrieval of data from Japan's Ministry of …
|
C 68 4⁄4 | ||||||||
| 21717 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 21718 |
Create and manage short links, track clicks, and automate URL management
|
C 68 4⁄3 | ||||||||
| 21719 |
MCP File Reader
Claim
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
C 68 3⁄3 | ||||||||
| 21720 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
|
C 68 3⁄3 | ||||||||
| 21721 |
Unified MCP platform that connects many apps, tools and services behind one int…
|
C 68 4⁄3 | ||||||||
| 21722 |
Enables AI assistants to interact with Metabase through its API, allowing them …
|
C 68 4⁄4 | ||||||||
| 21723 |
Billing infrastructure for MCP server operators. Add Stripe subscriptions, per-…
|
C 68 3⁄3 | ||||||||
| 21724 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
|
C 68 4⁄3 | ||||||||
| 21725 |
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
|
C 68 4⁄4 | ||||||||
| 21726 |
Provides tools to interact with the Harmonic AI API for company and person enri…
|
C 68 4⁄4 | ||||||||
| 21727 |
Provides structured access to PMAS Arid Agriculture University Rawalpindi's aca…
|
C 68 4⁄4 | ||||||||
| 21728 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 21729 |
A local MCP server that enables reading iMessage conversations and sending new …
|
C 68 3⁄3 | ||||||||
| 21730 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21731 |
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
C 68 4⁄3 | ||||||||
| 21732 |
mcp-server-thehive
Claim
A Rust-based MCP server to integrate TheHive, facilitating collaborative securi…
|
C 68 4⁄3 | ||||||||
| 21733 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21734 |
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
C 68 4⁄4 | ||||||||
| 21735 |
Enables secure chat-based interaction with PostgreSQL databases through Claude …
|
C 68 4⁄4 | ||||||||
| 21736 |
MCP server for UK Parliament Treaties API
|
C 68 4⁄3 | ||||||||
| 21737 |
Enables AI assistants to interact with the Apify platform to manage actors, mon…
|
C 68 4⁄4 | ||||||||
| 21738 |
react-analyzer-mcp
Claim
A Docker-managed MCP server for analyzing React codebases and generating compon…
|
C 68 3⁄3 | ||||||||
| 21739 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21740 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 21741 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 21742 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21743 |
Prevents your AI from breaking code by revealing hidden file dependencies throu…
|
C 68 4⁄3 | ||||||||
| 21744 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21745 |
Greet people by name and check local forecasts and weather alerts across the U.…
|
C 68 3⁄3 | ||||||||
| 21746 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21747 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 21748 |
xiaozhidog-mcp-music
Claim
免费音乐MCP服务器，提供音乐搜索、播放控制、音量调节和播放列表管理功能，专为小智AI音响设计。
|
C 68 3⁄3 | ||||||||
| 21749 |
Enhances Claude's capabilities by providing access to website analytics data fr…
|
C 68 4⁄4 | ||||||||
| 21750 |
Marketstack MCP Server
Claim
Exposes various Marketstack API endpoints as MCP tools, providing access to fin…
|
C 68 4⁄4 | ||||||||