MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16251 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16252 |
A server implementation that streams real-time Binance market data (spot and fu…
|
F 25 5⁄5 | ||||||||
| 16253 |
IMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMC…
|
F 25 5⁄5 | ||||||||
| 16254 |
Enables AI assistants to interact with the TgeBrowser Local API to create, mana…
|
F 25 5⁄4 | ||||||||
| 16255 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16256 |
Enables LLM agents to execute arbitrary Python code in secure, isolated sandbox…
|
F 25 5⁄5 | ||||||||
| 16257 |
An MCP server for Azure DevOps that allows users to manage work items, sprints,…
|
F 25 5⁄5 | ||||||||
| 16258 |
MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics
|
F 25 5⁄4 | ||||||||
| 16259 |
Parse any file or URL into structured text. Extract text from PDF, DOCX, YouTub…
|
F 25 5⁄5 | ||||||||
| 16260 |
Automate the backup of your Cloudflare projects to a GitHub repository. Ensure …
|
F 25 5⁄4 | ||||||||
| 16261 |
Enables AI models to interact with Fastmail accounts via the JMAP API through t…
|
F 25 5⁄5 | ||||||||
| 16262 |
Universal Language briefings, FusionGirl context JSONs, service catalog, agent …
|
F 25 6⁄6 | ||||||||
| 16263 |
Your AI finds the right people for you. Agent-to-agent professional networking.
|
F 25 5⁄5 | ||||||||
| 16264 |
Enables browser automation using Python scripts, offering operations like takin…
|
F 25 5⁄5 | ||||||||
| 16265 |
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
|
F 25 5⁄4 | ||||||||
| 16266 |
An MCP server that integrates fal.ai's image generation and editing capabilitie…
|
F 25 6⁄6 | ||||||||
| 16267 |
A secure Model Context Protocol server that allows AI assistants and LLM applic…
|
F 25 5⁄4 | ||||||||
| 16268 |
Enables interaction with Discord channels through a bot, allowing users to send…
|
F 25 5⁄5 | ||||||||
| 16269 |
MCP server for Flux AI image generation
|
F 25 5⁄5 | ||||||||
| 16270 |
Provide AI-powered security analysis and safety instruction tools to protect AI…
|
F 25 5⁄4 | ||||||||
| 16271 |
A Python-based server that helps users easily install and configure other MCP s…
|
F 25 5⁄4 | ||||||||
| 16272 |
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
|
F 25 5⁄4 | ||||||||
| 16273 |
List of small useful mcp servers including:
* docx\_replace: replace tag in wo…
|
F 25 5⁄5 | ||||||||
| 16274 |
An automated research agent that leverages Google Gemini models and Google Sear…
|
F 25 5⁄5 | ||||||||
| 16275 |
Enables AI agents to control Minecraft bots through a standardized JSON-RPC int…
|
F 25 5⁄4 | ||||||||
| 16276 |
Search and discover movies and TV shows with torrent links, quality scoring, st…
|
F 25 5⁄5 | ||||||||
| 16277 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16278 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16279 |
Enables Claude AI to send real-time notifications to Slack channels with suppor…
|
F 25 5⁄5 | ||||||||
| 16280 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16281 |
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
|
F 25 5⁄5 | ||||||||
| 16282 |
An MCP server that integrates with MySQL databases, enabling secure read and wr…
|
F 25 5⁄5 | ||||||||
| 16283 |
A quantitative trading analysis server that enables AI agents to screen stocks,…
|
F 25 5⁄5 | ||||||||
| 16284 |
A server that integrates ComfyUI with MCP, allowing users to generate images an…
|
F 25 5⁄5 | ||||||||
| 16285 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16286 |
Search academic expert insights, papers and contributions from Faculti
|
F 25 5⁄4 | ||||||||
| 16287 |
An MCP server that provides HTTP client capabilities with browser impersonation…
|
F 25 5⁄5 | ||||||||
| 16288 |
Provides tools for AI assistants to interact with the Dida365 (TickTick) task m…
|
F 25 5⁄5 | ||||||||
| 16289 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16290 |
A secure secrets management server that enables LLMs to execute CLI commands us…
|
F 25 5⁄4 | ||||||||
| 16291 |
Connects AI assistants to a task management API for creating, updating, and tra…
|
F 25 5⁄5 | ||||||||
| 16292 |
Enables AI agents to control Alexa-connected smart home devices, including voic…
|
F 25 5⁄5 | ||||||||
| 16293 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16294 |
A meta-MCP server that acts as a universal gateway, allowing users to discover …
|
F 25 5⁄4 | ||||||||
| 16295 |
Allows AI models to interact with Obsidian notes through the Local REST API, en…
|
F 25 5⁄4 | ||||||||
| 16296 |
Provide access to Iconify's MCP server with over 200,000 open-source vector ICO…
|
F 25 5⁄5 | ||||||||
| 16297 |
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
|
F 25 5⁄5 | ||||||||
| 16298 |
Base Network integration for onchain tools, allowing interaction with Base Netw…
|
F 25 5⁄5 | ||||||||
| 16299 |
The cosense-mcp-server facilitates the integration with Claude Desktop by servi…
|
F 25 5⁄5 | ||||||||
| 16300 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||