MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11251 |
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …
|
C 63 5⁄4 | ||||||||
| 11252 |
Provides access to 250,000+ Canadian government datasets and specialized queryi…
|
C 63 5⁄5 | ||||||||
| 11253 |
Kubernetes MCP Server
Claim
Enables real-time Kubernetes cluster observability and debugging through standa…
|
C 63 5⁄5 | ||||||||
| 11254 |
A Python template for building Model Context Protocol (MCP) servers that expose…
|
C 63 5⁄4 | ||||||||
| 11255 |
Enables secure execution of shell commands through a dynamic approval system th…
|
C 63 5⁄4 | ||||||||
| 11256 |
A standalone Model Context Protocol server that enables AI models to access the…
|
C 63 6⁄6 | ||||||||
| 11257 |
Provides tools for managing a product catalog, including functions to list, add…
|
C 63 5⁄5 | ||||||||
| 11258 |
Enables AI assistants to access and search your local browsing knowledge graph …
|
C 63 5⁄4 | ||||||||
| 11259 |
Enables benchmarking of Large Language Model APIs by measuring performance metr…
|
C 63 6⁄6 | ||||||||
| 11260 |
Search vacation rentals in La Palma, Canary Islands with real-time availability…
|
C 63 6⁄6 | ||||||||
| 11261 |
mcp-funnel
Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
|
C 63 5⁄4 | ||||||||
| 11262 |
X Tools for Claude MCP
Claim
A lightweight toolkit that enables Claude to search Twitter with natural langua…
|
C 63 5⁄5 | ||||||||
| 11263 |
Provides tools for stock data retrieval, historical analysis, and market compar…
|
C 63 5⁄4 | ||||||||
| 11264 |
Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…
|
C 63 5⁄5 | ||||||||
| 11265 |
A Model Context Protocol server that integrates Claude with Blender, enabling u…
|
C 63 5⁄4 | ||||||||
| 11266 |
A Model Context Protocol server that enables AI agents to securely access and i…
|
C 63 5⁄5 | ||||||||
| 11267 |
cesium-ai-integrations
Claim
Cesium AI Integrations is a collection of reference integrations and experiment…
|
C 63 5⁄4 | ||||||||
| 11268 |
Enables users to run and manage BBOT security scans through the MCP interface. …
|
C 63 5⁄5 | ||||||||
| 11269 |
Nylas API MCP Server
Claim
Experimental server that implements the Model Context Protocol (MCP) for Nylas …
|
C 63 5⁄5 | ||||||||
| 11270 |
A template for deploying authentication-free MCP servers on Cloudflare Workers,…
|
C 63 5⁄5 | ||||||||
| 11271 |
Enables AI assistants to interact with your local Logseq knowledge base through…
|
C 63 5⁄4 | ||||||||
| 11272 |
A minimal, production-ready TypeScript template for building Model Context Prot…
|
C 63 5⁄5 | ||||||||
| 11273 |
VideoDB Director
|
C 63 5⁄5 | ||||||||
| 11274 |
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
|
C 63 5⁄5 | ||||||||
| 11275 |
Provides weather data via OpenWeatherMap API, file operations, and integration …
|
C 63 5⁄5 | ||||||||
| 11276 |
A tool that deploys an authentication-free Model Context Protocol server on Clo…
|
C 63 5⁄5 | ||||||||
| 11277 |
Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/…
|
C 63 5⁄4 | ||||||||
| 11278 |
An MCP server that enables AI agents to execute sandboxed JavaScript code to co…
|
C 63 5⁄4 | ||||||||
| 11279 |
Provides AI-enhanced code search capabilities by integrating with Sourcegraph, …
|
C 63 5⁄5 | ||||||||
| 11280 |
An MCP server for executing token swaps on the Solana blockchain using Jupiter'…
|
C 63 5⁄5 | ||||||||
| 11281 |
An intelligent MCP server for the automated design and sizing of aerobic biolog…
|
C 63 5⁄5 | ||||||||
| 11282 |
A conversational copilot that guides users through the Knowledge Discovery in D…
|
C 63 5⁄4 | ||||||||
| 11283 |
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
|
C 63 5⁄4 | ||||||||
| 11284 |
Detects and breaks repetitive fix loops in AI coding assistants by tracking att…
|
C 63 5⁄4 | ||||||||
| 11285 |
Enables users to search, browse, and retrieve AI prompts from the Tripleshot pu…
|
C 63 5⁄4 | ||||||||
| 11286 |
|
C 63 5⁄5 | ||||||||
| 11287 |
Weather MCP
Claim
Enables users to get real-time weather information for any city in the world. P…
|
C 63 5⁄5 | ||||||||
| 11288 |
Sample MCP Server
Claim
A TypeScript-based MCP server implementing a simple notes system that allows us…
|
C 63 5⁄4 | ||||||||
| 11289 |
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
|
C 63 5⁄5 | ||||||||
| 11290 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 63 5⁄5 | ||||||||
| 11291 |
Enables programmatic interaction with Opus workflow automation platform, allowi…
|
C 63 6⁄6 | ||||||||
| 11292 |
A deployable Model Context Protocol server for Cloudflare Workers that allows u…
|
C 63 5⁄5 | ||||||||
| 11293 |
Provides a secure bridge for AI assistants to interact with the Google Sheets A…
|
C 63 5⁄5 | ||||||||
| 11294 |
Provides basic mathematical operations (addition, subtraction, multiplication, …
|
C 63 5⁄5 | ||||||||
| 11295 |
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
|
C 63 6⁄6 | ||||||||
| 11296 |
Enables web browser automation through Playwright, providing tools for navigati…
|
C 63 5⁄5 | ||||||||
| 11297 |
A server implementation of the Model Context Protocol (MCP) that provides REST …
|
C 63 5⁄4 | ||||||||
| 11298 |
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
|
C 63 5⁄4 | ||||||||
| 11299 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
C 63 5⁄5 | ||||||||
| 11300 |
Exposes LangChain agent capabilities through the Model Context Protocol, enabli…
|
C 63 5⁄5 | ||||||||