MCP Server Quality Scores
Independent quality analysis of 60600 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25201 |
An MCP server for interacting with a Jenkins CI/CD server. Allows you to trigge…
|
F 30 4⁄4 | ||||||||
| 25202 |
A server providing text-to-speech and speech-to-text functionalities using Wind…
|
F 30 4⁄3 | ||||||||
| 25203 |
A comprehensive Model Context Protocol server for advanced code analysis that p…
|
F 30 4⁄4 | ||||||||
| 25204 |
Transforms scattered customer feedback from sources like Slack, Zoom, and JIRA …
|
F 30 4⁄3 | ||||||||
| 25205 |
Provides 12 tools to query South Korean building register data, including title…
|
F 30 4⁄3 | ||||||||
| 25206 |
MCP server for TIDAL - search tracks, manage playlists, and get personalized re…
|
F 30 4⁄3 | ||||||||
| 25207 |
Enables management of the Proflores budgeting system, allowing users to interac…
|
F 30 4⁄4 | ||||||||
| 25208 |
Summarize academic papers by uploading PDFs or providing PDF URLs to get concis…
|
F 30 4⁄3 | ||||||||
| 25209 |
Enables automated Douyin video uploads and account management using Playwright …
|
F 30 4⁄3 | ||||||||
| 25210 |
|
F 30 4⁄3 | ||||||||
| 25211 |
1000+ scientific tools for AI scientists: life science, reserach, literature, a…
|
F 30 4⁄3 | ||||||||
| 25212 |
A read-only Model Context Protocol server that exposes a semantic knowledge bas…
|
F 30 4⁄4 | ||||||||
| 25213 |
Running Microsoft's BitNet inference framework via FastAPI, Uvicorn and Docker.
|
F 30 4⁄3 | ||||||||
| 25214 |
Enables management and querying of multiple MySQL databases through natural lan…
|
F 30 4⁄4 | ||||||||
| 25215 |
Provides tools for AI assistants to manage and diagnose MWAA Airflow environmen…
|
F 30 4⁄3 | ||||||||
| 25216 |
An MCP server that enables AI assistants to order food from TGO Yemek by browsi…
|
F 30 4⁄4 | ||||||||
| 25217 |
A context-optimized web scraping server that converts HTML to markdown/text and…
|
F 30 4⁄4 | ||||||||
| 25218 |
MCP Expr Lang
|
F 30 4⁄3 | ||||||||
| 25219 |
Update, create, delete content, content-models and assets in your Contentful Sp…
|
F 30 4⁄3 | ||||||||
| 25220 |
Provides unified project context and monitoring capabilities including project …
|
F 30 4⁄3 | ||||||||
| 25221 |
The most powerful MCP server for Slack Workspaces.
|
F 30 4⁄4 | ||||||||
| 25222 |
Connects to the Zread.ai documentation platform, enabling AI assistants to read…
|
F 30 4⁄3 | ||||||||
| 25223 |
A productivity coaching assistant designed for ADHD support that provides intel…
|
F 30 4⁄3 | ||||||||
| 25224 |
A server implementing the Model Context Protocol that enables AI assistants lik…
|
F 30 4⁄4 | ||||||||
| 25225 |
A specialized code review service that provides 36+ critics for different progr…
|
F 30 4⁄3 | ||||||||
| 25226 |
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
|
F 30 4⁄3 | ||||||||
| 25227 |
A server that allows AI tools like Claude and Cursor to automate and control Ph…
|
F 30 4⁄4 | ||||||||
| 25228 |
Server fleet management MCP — monitor, deploy, and manage distributed Linux ser…
|
F 30 4⁄3 | ||||||||
| 25229 |
MCP server providing OpenAI/Perplexity-like autonomous deep research, structure…
|
F 30 4⁄4 | ||||||||
| 25230 |
MCP server wrapping the Taskwarrior CLI for structured, project-scoped task man…
|
F 30 4⁄3 | ||||||||
| 25231 |
An MCP-compatible Flask server that integrates with the educhain Python library…
|
F 30 4⁄3 | ||||||||
| 25232 |
An MCP server that provides access to supervisor evaluations and ratings from u…
|
F 30 4⁄3 | ||||||||
| 25233 |
Convert docs to agent-readable specs with criteria and constraints. $0.10/conve…
|
F 30 4⁄3 | ||||||||
| 25234 |
A unified gateway and web dashboard that aggregates multiple MCP servers into a…
|
F 30 4⁄4 | ||||||||
| 25235 |
MCP server for the Lexware Office API that enables management of invoices, cont…
|
F 25 4⁄3 | ||||||||
| 25236 |
AI-native link intelligence — shorten, track, and manage links from any AI agent
|
F 25 4⁄3 | ||||||||
| 25237 |
Enables bidirectional control between Claude Code and Figma with real-time sync…
|
F 25 4⁄3 | ||||||||
| 25238 |
Enables natural language control of SideFX Houdini for tasks including node man…
|
F 25 4⁄3 | ||||||||
| 25239 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||
| 25240 |
A collection of tools for interacting with Jira via the Model Context Protocol,…
|
F 25 4⁄4 | ||||||||
| 25241 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 25242 |
All Voice Lab MCP Server
|
F 25 4⁄4 | ||||||||
| 25243 |
本MCP服务封装了新闻相关工具
|
F 25 4⁄3 | ||||||||
| 25244 |
A MCP server that enables AI assistants to operation resources on Alibaba Cloud…
|
F 25 4⁄4 | ||||||||
| 25245 |
Exposes Playwright-powered automation tools to AI assistants for navigating web…
|
F 25 4⁄3 | ||||||||
| 25246 |
Provides TypeScript and JavaScript code refactoring operations using ts-morph, …
|
F 25 4⁄3 | ||||||||
| 25247 |
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
|
F 25 4⁄3 | ||||||||
| 25248 |
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
|
F 25 4⁄4 | ||||||||
| 25249 |
OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, Vir…
|
F 25 4⁄4 | ||||||||
| 25250 |
Official UProc Model Context Protocol server that enables AI assistants to refe…
|
F 25 4⁄4 | ||||||||