MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11451 |
Provides access to the Youtube138 API for searching videos, retrieving channel …
|
C 63 5⁄5 | ||||||||
| 11452 |
Enables AI assistants to present multiple UI component designs in a browser for…
|
C 63 6⁄6 | ||||||||
| 11453 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11454 |
Enables Google search functionality through the Google Custom Search API with e…
|
C 63 5⁄5 | ||||||||
| 11455 |
G4 Data Model MCP Server
Claim
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
|
C 63 5⁄5 | ||||||||
| 11456 |
Enables AI assistants to interact with your local Logseq knowledge base through…
|
C 63 5⁄4 | ||||||||
| 11457 |
Provides comprehensive utility tools including file operations, weather informa…
|
C 63 5⁄4 | ||||||||
| 11458 |
PostgreSQL MCP Server
Claim
Enables natural language interaction with PostgreSQL databases, supporting quer…
|
C 63 6⁄6 | ||||||||
| 11459 |
A serverless tool that allows deployment of authentication-free Model Context P…
|
C 63 5⁄5 | ||||||||
| 11460 |
World geographic data for AI agents. 261 countries with 20+ statistics and 13.4…
|
C 63 6⁄6 | ||||||||
| 11461 |
GullakAI MCP Server
Claim
Enables personal finance management through conversational AI, including expens…
|
C 63 5⁄5 | ||||||||
| 11462 |
A comprehensive HTTP client MCP server for security testing, API testing, and w…
|
C 63 5⁄5 | ||||||||
| 11463 |
Python MSSQL MCP Server
Claim
Enables Language Models to interact with Microsoft SQL Server databases by insp…
|
C 63 5⁄5 | ||||||||
| 11464 |
Toolrank
Claim
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent dis…
|
C 63 5⁄5 | ||||||||
| 11465 |
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
|
C 63 5⁄5 | ||||||||
| 11466 |
Provides basic mathematical operations (addition, subtraction, multiplication, …
|
C 63 5⁄5 | ||||||||
| 11467 |
VideoDB Director
|
C 63 5⁄5 | ||||||||
| 11468 |
Google Ads MCP Server
Claim
Enables interaction with Google Ads through secure OAuth authentication to disc…
|
C 63 6⁄6 | ||||||||
| 11469 |
A Python-based Model Context Protocol server that provides AI assistants with a…
|
C 63 5⁄5 | ||||||||
| 11470 |
Enables AI-powered analysis of sales call transcripts through natural language …
|
C 63 5⁄4 | ||||||||
| 11471 |
A template for deploying an MCP server without authentication on Cloudflare Wor…
|
C 63 5⁄5 | ||||||||
| 11472 |
An MCP server aimed to be portable, local, easy and convenient to support seman…
|
C 63 5⁄5 | ||||||||
| 11473 |
A Model Context Protocol server that generates and runs mock API servers from A…
|
C 63 6⁄6 | ||||||||
| 11474 |
Remote MCP Server
Claim
A deployable Model Context Protocol server for Cloudflare Workers that enables …
|
C 63 5⁄5 | ||||||||
| 11475 |
Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with ant…
|
C 63 6⁄6 | ||||||||
| 11476 |
A MCP client for browser-use
|
C 63 5⁄4 | ||||||||
| 11477 |
Provides tools for managing a product catalog, including functions to list, add…
|
C 63 5⁄5 | ||||||||
| 11478 |
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
|
C 63 5⁄5 | ||||||||
| 11479 |
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
|
C 63 5⁄5 | ||||||||
| 11480 |
Map text into knowledge graphs to create a structured representation of concept…
|
C 63 6⁄6 | ||||||||
| 11481 |
A Model Context Protocol server providing standardized access to Bible data res…
|
C 63 5⁄5 | ||||||||
| 11482 |
A server that enables AI models to fetch and display Google Street View imagery…
|
C 63 5⁄5 | ||||||||
| 11483 |
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
|
C 63 5⁄5 | ||||||||
| 11484 |
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
|
C 63 5⁄5 | ||||||||
| 11485 |
Neo4j Knowledge Graph
Claim
Enables storage and retrieval of knowledge in a graph database format, allowing…
|
C 63 5⁄5 | ||||||||
| 11486 |
WineDbg MCP Server
Claim
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
|
C 63 5⁄4 | ||||||||
| 11487 |
Domain security scanning for AI agents. A-F grades, 8 checks, fix snippets.
|
C 63 5⁄5 | ||||||||
| 11488 |
Kubernetes MCP Server
Claim
Enables real-time Kubernetes cluster observability and debugging through standa…
|
C 63 5⁄5 | ||||||||
| 11489 |
An MCP server that provides comprehensive multimodal Retrieval-Augmented Genera…
|
C 63 5⁄4 | ||||||||
| 11490 |
A Model Context Protocol server that enables Claude Desktop to access and analy…
|
C 63 5⁄5 | ||||||||
| 11491 |
A template implementation of the Model Context Protocol server that integrates …
|
C 63 5⁄5 | ||||||||
| 11492 |
kaggle
Claim
This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…
|
C 63 5⁄4 | ||||||||
| 11493 |
Access real-time public transport across Europe with live departures, connectio…
|
C 63 6⁄6 | ||||||||
| 11494 |
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
|
C 63 6⁄4 | ||||||||
| 11495 |
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
|
C 63 5⁄5 | ||||||||
| 11496 |
Interact with Google Flights data to search for one-way, round-trip, and date r…
|
C 63 5⁄5 | ||||||||
| 11497 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||
| 11498 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11499 |
Get up-to-date, version-specific documentation and code examples from official …
|
C 63 6⁄6 | ||||||||
| 11500 |
Airthings Consumer MCP Server
|
C 63 5⁄5 | ||||||||