MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16401 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16402 |
Provides voice recognition and text extraction capabilities with support for bo…
|
F 25 5⁄5 | ||||||||
| 16403 |
A Model Context Protocol server that enables automated search monitoring with A…
|
F 25 5⁄4 | ||||||||
| 16404 |
Enables interaction with DocuSeal instances to manage document templates, creat…
|
F 25 5⁄5 | ||||||||
| 16405 |
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
|
F 25 6⁄6 | ||||||||
| 16406 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16407 |
Provides secure, role-based access to Stripe billing operations for AI assistan…
|
F 25 5⁄5 | ||||||||
| 16408 |
Provides comprehensive integration with Microsoft Outlook for managing emails, …
|
F 25 5⁄5 | ||||||||
| 16409 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16410 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16411 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16412 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16413 |
Enables searching for job opportunities across multiple platforms like Upwork, …
|
F 25 5⁄5 | ||||||||
| 16414 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16415 |
Enhances the MCP memory server by implementing PouchDB for robust document stor…
|
F 25 5⁄4 | ||||||||
| 16416 |
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
|
F 25 5⁄4 | ||||||||
| 16417 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16418 |
An MCP server that provides interactive visualizations including tables, charts…
|
F 25 5⁄4 | ||||||||
| 16419 |
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
|
F 25 5⁄5 | ||||||||
| 16420 |
An MCP server capable of interacting with the Box API
|
F 25 5⁄5 | ||||||||
| 16421 |
An extensible Message Communication Protocol server that provides secure code e…
|
F 25 6⁄6 | ||||||||
| 16422 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16423 |
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
|
F 25 5⁄5 | ||||||||
| 16424 |
Enables searching for Bilibili videos through a standardized MCP interface, ret…
|
F 25 5⁄5 | ||||||||
| 16425 |
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
|
F 25 5⁄5 | ||||||||
| 16426 |
Real-time hydrological information retrieval service that provides water level,…
|
F 25 6⁄6 | ||||||||
| 16427 |
Enables secure cloud-based execution of code across 14+ programming languages w…
|
F 25 5⁄5 | ||||||||
| 16428 |
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
|
F 25 5⁄5 | ||||||||
| 16429 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16430 |
A server for hosting Model Context Protocol (MCP) tools on Cloudflare Workers w…
|
F 25 5⁄5 | ||||||||
| 16431 |
A server that enables uploading files to Qiniu Cloud Storage through a standard…
|
F 25 5⁄5 | ||||||||
| 16432 |
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
|
F 25 5⁄5 | ||||||||
| 16433 |
|
F 25 5⁄4 | ||||||||
| 16434 |
Monitors product prices by comparing database reference prices with real-time G…
|
F 25 5⁄5 | ||||||||
| 16435 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16436 |
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, M…
|
F 25 5⁄4 | ||||||||
| 16437 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16438 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16439 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16440 |
Enables AI assistants to query website statistics from Plausible Analytics, pro…
|
F 25 5⁄5 | ||||||||
| 16441 |
Provides tools for retrieving analytics reports and metrics from PlainSignal th…
|
F 25 5⁄5 | ||||||||
| 16442 |
Provides structured access to semiconductor industry platforms to search for IP…
|
F 25 5⁄5 | ||||||||
| 16443 |
MCP server for Monobank API — currency rates, client info, and account statemen…
|
F 25 5⁄4 | ||||||||
| 16444 |
A Model Context Protocol server that bridges Google Sheets, Azure AI, and MQTT …
|
F 25 5⁄5 | ||||||||
| 16445 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16446 |
Remote MCP server running on Cloudflare Workers that creates PowerPoint present…
|
F 25 5⁄5 | ||||||||
| 16447 |
A comprehensive Model Context Protocol (MCP) server that bridges Figma designs …
|
F 25 6⁄6 | ||||||||
| 16448 |
Enables integration with Azure DevOps services, allowing interaction with work …
|
F 25 5⁄5 | ||||||||
| 16449 |
Embeddable MCP stdio → HTTP bridge with background jobs & live dashboard. Survi…
|
F 25 5⁄4 | ||||||||
| 16450 |
Provides tools for browser-driven automation, HTTP API health checks, and visua…
|
F 25 5⁄4 | ||||||||