MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8601 |
Provides tools to search and retrieve Google Gemini API documentation with full…
|
C 68 5⁄4 | ||||||||
| 8602 |
Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autono…
|
C 68 5⁄5 | ||||||||
| 8603 |
Enables semantic search and document management with support for text, PDF, and…
|
C 68 5⁄5 | ||||||||
| 8604 |
A Model Context Protocol server that wraps the Tracxn REST API, providing a sta…
|
C 68 5⁄5 | ||||||||
| 8605 |
An MCP server that enables users to search for government grants based on keywo…
|
C 68 5⁄5 | ||||||||
| 8606 |
ADM1 MCP Server
Claim
Enables natural language control of anaerobic digestion modeling using the inte…
|
C 68 5⁄5 | ||||||||
| 8607 |
An MCP server for searching your personal WhatsApp messages, contacts and sendi…
|
C 68 5⁄4 | ||||||||
| 8608 |
Enables AI agents to interact with terminal-based TUI applications by capturing…
|
C 68 5⁄4 | ||||||||
| 8609 |
FastMCP Tools Calculator
Claim
A demonstration MCP server that provides calculator functionality through both …
|
C 68 5⁄4 | ||||||||
| 8610 |
A Model Context Protocol server that provides secure access to Atlassian Conflu…
|
C 68 5⁄5 | ||||||||
| 8611 |
Enables interaction with Obsidian vaults through MCP, supporting note creation …
|
C 68 5⁄5 | ||||||||
| 8612 |
Enables text-to-image generation through the ModelScope platform using the Qwen…
|
C 68 5⁄5 | ||||||||
| 8613 |
A Model Context Protocol server that connects Claude and other AI assistants to…
|
C 68 5⁄5 | ||||||||
| 8614 |
A Model Context Protocol server that integrates with Tilt to provide programmat…
|
C 68 5⁄4 | ||||||||
| 8615 |
An MCP server for interacting with VictoriaMetrics database.
|
C 68 5⁄4 | ||||||||
| 8616 |
A minimal MCP server implementation demonstrating basic tool integration with e…
|
C 68 5⁄5 | ||||||||
| 8617 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 68 5⁄5 | ||||||||
| 8618 |
Connects VSCode with MCP to provide AI assistants real-time access to LSP diagn…
|
C 68 5⁄4 | ||||||||
| 8619 |
Connect to your Crawl4AI docker API server.
|
C 68 5⁄5 | ||||||||
| 8620 |
Enables AI agents to manage RabbitMQ message brokers through admin APIs, suppor…
|
C 68 5⁄4 | ||||||||
| 8621 |
A Model Context Protocol server that provides access to Oura Ring health and fi…
|
C 68 5⁄5 | ||||||||
| 8622 |
Jina Web Search MCP
Claim
Enables web content retrieval and semantic search capabilities through the Jina…
|
C 68 5⁄5 | ||||||||
| 8623 |
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
|
C 68 5⁄5 | ||||||||
| 8624 |
An MCP server that provides access to project files and their contents, allowin…
|
C 68 5⁄4 | ||||||||
| 8625 |
Enables access to Google Maps business data including search, reviews, photos, …
|
C 68 5⁄5 | ||||||||
| 8626 |
Provides comprehensive filesystem operations (read, write, list, create, delete…
|
C 68 5⁄5 | ||||||||
| 8627 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8628 |
Enables AI tools to programmatically manage Substack content, including creatin…
|
C 68 5⁄5 | ||||||||
| 8629 |
Facilitates project management with the Linear API via the Model Context Protoc…
|
C 68 5⁄5 | ||||||||
| 8630 |
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
|
C 68 5⁄5 | ||||||||
| 8631 |
A simple system that allows Claude to leave and manage notes for itself across …
|
C 68 5⁄5 | ||||||||
| 8632 |
An MCP server that provides easy setup and configuration for multiple AI develo…
|
C 68 5⁄4 | ||||||||
| 8633 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 8634 |
Enables Android Automotive developers to explore and implement Vehicle Hardware…
|
C 68 5⁄5 | ||||||||
| 8635 |
rulego-server
Claim
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
|
C 68 5⁄4 | ||||||||
| 8636 |
A Model Context Protocol server that allows creation and management of multiple…
|
C 68 5⁄5 | ||||||||
| 8637 |
Seafile MCP Server
Claim
Connects Claude to your self-hosted or cloud-based Seafile storage for managing…
|
C 68 5⁄5 | ||||||||
| 8638 |
MCP Web Scraper
Claim
A lightweight web scraping server that allows Claude Desktop users to extract v…
|
C 68 5⁄5 | ||||||||
| 8639 |
Enables interaction with AWS S3 buckets to list buckets and objects, retrieve f…
|
C 68 5⁄5 | ||||||||
| 8640 |
estudIA-MCP
Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
C 68 5⁄5 | ||||||||
| 8641 |
Enables AI assistants to directly read, write, and manage Feishu documents, spr…
|
C 68 5⁄5 | ||||||||
| 8642 |
Connects Google Analytics 4 data to Claude, Cursor and other MCP clients, enabl…
|
C 68 5⁄4 | ||||||||
| 8643 |
a qweather mcp server
|
C 68 5⁄4 | ||||||||
| 8644 |
Provides access to comprehensive Chinese and multilingual Bible study resources…
|
C 68 5⁄5 | ||||||||
| 8645 |
A Model Context Protocol server that provides Git version control operations as…
|
C 68 5⁄4 | ||||||||
| 8646 |
An intelligent MySQL MCP Server with expert data analytics capabilities and com…
|
C 68 5⁄5 | ||||||||
| 8647 |
Provide seamless access to Star Wars API data for your applications. Fetch, man…
|
C 68 5⁄4 | ||||||||
| 8648 |
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
|
C 68 5⁄5 | ||||||||
| 8649 |
Let agents use the shell like a human.
|
C 68 5⁄4 | ||||||||
| 8650 |
A Model Context Protocol server for querying large JSON files using JSONPath ex…
|
C 68 5⁄5 | ||||||||