MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8601 |
A Model Context Protocol server that enables integration with the Teamtailor AP…
|
C 68 5⁄5 | ||||||||
| 8602 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 8603 |
Build and customize your own Model Context Protocol server with ease. Start wit…
|
C 68 5⁄5 | ||||||||
| 8604 |
Enables AI assistants to interact with New Relic monitoring and observability d…
|
C 68 5⁄5 | ||||||||
| 8605 |
A Model Context Protocol server that enables AI models to interact with MySQL d…
|
C 68 5⁄5 | ||||||||
| 8606 |
A lightweight MCP for SonarQube reports
|
C 68 5⁄5 | ||||||||
| 8607 |
An MCP server that enables AI agents to authenticate with and interact with Ope…
|
C 68 5⁄5 | ||||||||
| 8608 |
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
|
C 68 5⁄4 | ||||||||
| 8609 |
FastAPI MCP Demo Server
Claim
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
C 68 5⁄4 | ||||||||
| 8610 |
Weather MCP Server
Claim
Provides weather information through the Model Context Protocol, fetching real-…
|
C 68 5⁄5 | ||||||||
| 8611 |
SSH connection manager with MCP server for AI-assisted operations across server…
|
C 68 5⁄4 | ||||||||
| 8612 |
A server that enables interaction with Square's API via Goose, supporting queri…
|
C 68 5⁄5 | ||||||||
| 8613 |
Provides AI agents with complete web search, crawling, and RAG capabilities thr…
|
C 68 5⁄5 | ||||||||
| 8614 |
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
|
C 68 5⁄5 | ||||||||
| 8615 |
MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
|
C 68 5⁄5 | ||||||||
| 8616 |
Precise character-level string indexing for LLMs. Provides tools for finding, e…
|
C 68 5⁄5 | ||||||||
| 8617 |
|
C 68 5⁄5 | ||||||||
| 8618 |
A Model Context Protocol server for JianDaoYun form data management, supporting…
|
C 68 5⁄5 | ||||||||
| 8619 |
Analyzes security compliance documents (ISMS-P, NIST, CIS Benchmark) in PDF/TXT…
|
C 68 5⁄4 | ||||||||
| 8620 |
MCProcessMonitor
Claim
Enables AI to monitor and analyze local system processes through custom tools. …
|
C 68 5⁄5 | ||||||||
| 8621 |
Enables interaction with Google Forms API to create forms, add questions, and r…
|
C 68 5⁄5 | ||||||||
| 8622 |
Enables Android Automotive developers to explore and implement Vehicle Hardware…
|
C 68 5⁄5 | ||||||||
| 8623 |
transition-mcp
Claim
AI-powered multisport coaching — workouts, training plans, and performance anal…
|
C 68 5⁄4 | ||||||||
| 8624 |
DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…
|
C 68 5⁄5 | ||||||||
| 8625 |
Providing AI agents with structured, real-time data on cryptocurrency investmen…
|
C 68 5⁄5 | ||||||||
| 8626 |
Provides access to comprehensive Chinese and multilingual Bible study resources…
|
C 68 5⁄5 | ||||||||
| 8627 |
A basic MCP server template built with Smithery CLI that demonstrates server ca…
|
C 68 5⁄4 | ||||||||
| 8628 |
A TypeScript-based MCP server built on the Gmail API that implements a simple n…
|
C 68 5⁄5 | ||||||||
| 8629 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 8630 |
Enables AI coding agents to query, create, and manage Mnemosyne knowledge graph…
|
C 68 5⁄5 | ||||||||
| 8631 |
A satirical MCP server providing HR-related tools that simulate actions in a co…
|
C 68 5⁄4 | ||||||||
| 8632 |
A Model Context Protocol server that enables Claude and other LLMs to perform d…
|
C 68 5⁄5 | ||||||||
| 8633 |
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
C 68 5⁄5 | ||||||||
| 8634 |
A Model Context Protocol server that allows AI agents to play a notification so…
|
C 68 5⁄5 | ||||||||
| 8635 |
Enables interaction with the Hostinger Ecommerce API to retrieve product inform…
|
C 68 5⁄5 | ||||||||
| 8636 |
atdata-email-verification-mcp-server
|
C 68 5⁄5 | ||||||||
| 8637 |
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
|
C 68 5⁄5 | ||||||||
| 8638 |
MCP AI Agent Server
Claim
Bridges Cline to an AI agent system through the Model Context Protocol, enablin…
|
C 68 5⁄5 | ||||||||
| 8639 |
Enables AI-powered semantic search through Expo SDK documentation across multip…
|
C 68 6⁄6 | ||||||||
| 8640 |
An MCP server for intelligent YouTube video analysis that provides token-optimi…
|
C 68 5⁄5 | ||||||||
| 8641 |
MCP server for Robokassa payment API — generate payment URLs, check invoice sta…
|
C 68 4⁄4 | ||||||||
| 8642 |
YetiBrowser MCP
Claim
An open-source alternative to BrowserMCP that enables AI assistants to interact…
|
C 68 5⁄4 | ||||||||
| 8643 |
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
|
C 68 5⁄4 | ||||||||
| 8644 |
An MCP server that enables the execution of arbitrary bash commands and returns…
|
C 68 5⁄5 | ||||||||
| 8645 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 8646 |
An MCP server that provides tools for interacting with Chrome through its DevTo…
|
C 68 5⁄5 | ||||||||
| 8647 |
A Model Context Protocol server that connects Claude and other AI assistants to…
|
C 68 5⁄5 | ||||||||
| 8648 |
Enables interaction with the DiSH room booking platform to search availability,…
|
C 68 5⁄4 | ||||||||
| 8649 |
Logo.dev MCP Server
Claim
Enables searching for company logos by brand name and retrieving customizable l…
|
C 68 5⁄5 | ||||||||
| 8650 |
MCP Web Fetch Server
Claim
Enables fetching content from any URL with support for different HTTP methods, …
|
C 68 5⁄5 | ||||||||