MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11501 |
Enables AI-powered analysis of sales call transcripts through natural language …
|
C 63 5⁄4 | ||||||||
| 11502 |
A Python-based Model Context Protocol server that provides AI assistants with a…
|
C 63 5⁄5 | ||||||||
| 11503 |
A template for deploying an MCP server without authentication on Cloudflare Wor…
|
C 63 5⁄5 | ||||||||
| 11504 |
Provides basic mathematical operations (addition, subtraction, multiplication, …
|
C 63 5⁄5 | ||||||||
| 11505 |
A Model Context Protocol server that generates and runs mock API servers from A…
|
C 63 6⁄6 | ||||||||
| 11506 |
An MCP server and crawler for Xafari documentation that enables AI agents to se…
|
C 63 5⁄5 | ||||||||
| 11507 |
Enables Google search functionality through the Google Custom Search API with e…
|
C 63 5⁄5 | ||||||||
| 11508 |
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
|
C 63 5⁄5 | ||||||||
| 11509 |
Map text into knowledge graphs to create a structured representation of concept…
|
C 63 6⁄6 | ||||||||
| 11510 |
A Model Context Protocol server providing standardized access to Bible data res…
|
C 63 5⁄5 | ||||||||
| 11511 |
An MCP server that converts text inputs into visualized flowcharts, enabling AI…
|
C 63 5⁄5 | ||||||||
| 11512 |
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
|
C 63 5⁄5 | ||||||||
| 11513 |
A server that enables AI models to fetch and display Google Street View imagery…
|
C 63 5⁄5 | ||||||||
| 11514 |
Provides tools for managing a product catalog, including functions to list, add…
|
C 63 5⁄5 | ||||||||
| 11515 |
A MCP client for browser-use
|
C 63 5⁄4 | ||||||||
| 11516 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11517 |
DBT Manifest MCP Server
Claim
Enables the analysis of DBT manifests with automatic schema version detection a…
|
C 63 5⁄5 | ||||||||
| 11518 |
Logaflow
Claim
Enhance your applications with real-time logging and monitoring capabilities. S…
|
C 63 5⁄4 | ||||||||
| 11519 |
A local Retrieval-Augmented Generation system that enables users to ingest mark…
|
C 63 5⁄4 | ||||||||
| 11520 |
Enables users to run and manage BBOT security scans through the MCP interface. …
|
C 63 5⁄5 | ||||||||
| 11521 |
Create, upload, and manage contracts from AI assistants. AI analysis and e-sign…
|
C 63 6⁄4 | ||||||||
| 11522 |
Enables flight and airport search capabilities through Skyscanner, allowing use…
|
C 63 5⁄5 | ||||||||
| 11523 |
A bridge between AI assistants and MikroTik RouterOS devices, allowing natural …
|
C 63 5⁄5 | ||||||||
| 11524 |
OneSignal MCP Server
Claim
Enables AI assistants to manage OneSignal push notifications, email, SMS, and u…
|
C 63 5⁄5 | ||||||||
| 11525 |
Exposes ASCIIFlow drawing primitives as tools to enable AI assistants to genera…
|
C 63 5⁄5 | ||||||||
| 11526 |
Get up-to-date, version-specific documentation and code examples from official …
|
C 63 6⁄6 | ||||||||
| 11527 |
MCP Docs Server
Claim
Provides direct access to local documentation files through simple search and o…
|
C 63 5⁄4 | ||||||||
| 11528 |
Integrates the Planning Center Online API with an MCP server to enable natural …
|
C 63 5⁄5 | ||||||||
| 11529 |
A Model Context Protocol server that enables LLMs to securely interact with Ale…
|
C 63 5⁄5 | ||||||||
| 11530 |
py-mcp-qdrant-rag
Claim
Enables semantic search and retrieval-augmented generation (RAG) using Qdrant v…
|
C 63 5⁄5 | ||||||||
| 11531 |
Enables web search capabilities through the Tavily API via the Model Context Pr…
|
C 63 5⁄5 | ||||||||
| 11532 |
An AI-powered meeting assistant that combines FastAPI backend with React fronte…
|
C 63 5⁄5 | ||||||||
| 11533 |
Provides comprehensive Windows system control including file operations, proces…
|
C 63 5⁄5 | ||||||||
| 11534 |
A tool that lets users access Prometheus metrics data through a Model Context P…
|
C 63 5⁄5 | ||||||||
| 11535 |
An MCP server that enables searching for messages and listing channels within a…
|
C 63 5⁄5 | ||||||||
| 11536 |
Enables AI models to interact with Tencent Cloud COS for cloud storage operatio…
|
C 63 5⁄5 | ||||||||
| 11537 |
Access real-time public transport across Europe with live departures, connectio…
|
C 63 6⁄6 | ||||||||
| 11538 |
Enables booking cleaning services in San Francisco by collecting customer detai…
|
C 63 6⁄6 | ||||||||
| 11539 |
Zabbix MCP Server
Claim
Enables users to monitor and query Zabbix infrastructure through natural langua…
|
C 63 5⁄5 | ||||||||
| 11540 |
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
|
C 63 5⁄5 | ||||||||
| 11541 |
Enables fetching and extracting text from URLs, searching the web via DuckDuckG…
|
C 63 5⁄5 | ||||||||
| 11542 |
MySQL MCP Server
Claim
A server that provides MySQL database operations through SSE (Server-Sent Event…
|
C 63 5⁄5 | ||||||||
| 11543 |
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
|
C 63 5⁄4 | ||||||||
| 11544 |
Enables control of Windows PC through Claude Desktop, including executing shell…
|
C 63 5⁄4 | ||||||||
| 11545 |
An MCP server designed for AI agents to perform optimal token swaps on the Sui …
|
C 63 5⁄5 | ||||||||
| 11546 |
MCP Server for connecting to the Meta Marketing API
|
C 63 6⁄6 | ||||||||
| 11547 |
A Model Context Protocol server that enables efficient management of GitHub iss…
|
C 63 5⁄4 | ||||||||
| 11548 |
A comprehensive HTTP client MCP server for security testing, API testing, and w…
|
C 63 5⁄5 | ||||||||
| 11549 |
Enables web browser automation through Playwright, providing tools for navigati…
|
C 63 5⁄5 | ||||||||
| 11550 |
Provide access to Chinese stock market data including historical prices, real-t…
|
C 63 6⁄6 | ||||||||