MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24351 |
An MCP Server that provides natural language access to Google's Firebase Realti…
|
D 52 4⁄4 | ||||||||
| 24352 |
Greet users by name and compute sums in a snap. Streamline demos, onboarding, a…
|
D 52 3⁄3 | ||||||||
| 24353 |
Enables AI assistants to manage Docker containers, deploy stacks, and monitor s…
|
D 52 4⁄4 | ||||||||
| 24354 |
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just wri…
|
D 52 4⁄4 | ||||||||
| 24355 |
Vibe-Skills
Claim
An integrated AI capability stack with 340 skills, MCP entry points, agent work…
|
D 52 4⁄3 | ||||||||
| 24356 |
A Model Context Protocol server that provides access to materials databases thr…
|
D 52 4⁄4 | ||||||||
| 24357 |
Web-based video editing platform that provides direct editing functionality thr…
|
D 52 4⁄3 | ||||||||
| 24358 |
Enables AI applications to automatically analyze local repositories and create …
|
D 52 4⁄4 | ||||||||
| 24359 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 24360 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||
| 24361 | D 52 4⁄3 | |||||||||
| 24362 |
Learn how to use MCP Servers with GitHub Copilot
|
D 52 4⁄3 | ||||||||
| 24363 |
potal
Claim
Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff re…
|
D 52 4⁄3 | ||||||||
| 24364 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 24365 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 24366 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 24367 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 24368 |
Enables AI assistants to retrieve and display Strava activity data including wo…
|
D 52 4⁄3 | ||||||||
| 24369 |
An MCP Server that provides access to Google Cloud Life Sciences API, enabling …
|
D 52 4⁄4 | ||||||||
| 24370 |
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
|
D 52 4⁄4 | ||||||||
| 24371 |
An MCP server that enables interaction with Klarna's Payments API, allowing app…
|
D 52 4⁄4 | ||||||||
| 24372 |
Figma MCP Demo
Claim
A server that enables Cursor AI to generate code from Figma components by conne…
|
D 52 4⁄3 | ||||||||
| 24373 |
An MCP server that enables programmatic interaction with Google Groups Migratio…
|
D 52 4⁄4 | ||||||||
| 24374 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 24375 |
Connects Claude to the Google AdMob API to provide a conversational interface f…
|
D 52 4⁄3 | ||||||||
| 24376 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 24377 |
Enables comprehensive management of Tiendanube and Nuvemshop stores, supporting…
|
D 52 4⁄4 | ||||||||
| 24378 |
cli
Claim
An interactive command-line interface that uses the Agent2Agent (A2A) & Model C…
|
D 52 3⁄3 | ||||||||
| 24379 |
KVM MCP Server
Claim
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
|
D 52 4⁄4 | ||||||||
| 24380 |
Claude-powered warehouse management system that coordinates inventory, AGVs, an…
|
D 52 4⁄4 | ||||||||
| 24381 |
Knowledge Graph Builder
Claim
Transforms text or web content into structured knowledge graphs using local AI …
|
D 52 4⁄3 | ||||||||
| 24382 |
Threat Intel MCP Server
Claim
Provides threat intelligence and vulnerability research tools by integrating wi…
|
D 52 4⁄3 | ||||||||
| 24383 |
An MCP Server that enables interaction with Ticketmaster's Discovery API for ac…
|
D 52 4⁄4 | ||||||||
| 24384 |
FastAPI MCP Server
Claim
Enables interaction with Supabase databases and n8n workflows through a JSON-RP…
|
D 52 4⁄4 | ||||||||
| 24385 |
One command to turn any codebase into an MCP server
|
D 52 4⁄3 | ||||||||
| 24386 |
A Model Context Protocol server that enables language models to interact with A…
|
D 52 4⁄3 | ||||||||
| 24387 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 24388 |
GIMP MCP
Claim
Generates images from text descriptions using Stable Diffusion AI, integrated w…
|
D 52 4⁄4 | ||||||||
| 24389 |
An MCP server and app that enables users to browse restaurants, view menus, man…
|
D 52 4⁄3 | ||||||||
| 24390 |
Enables AI agents to interact with Zendesk ticket data for customer support ana…
|
D 52 4⁄4 | ||||||||
| 24391 |
Enables AI assistants to manage GitLab projects by providing tools for issues, …
|
D 52 4⁄3 | ||||||||
| 24392 |
k-arena
Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
|
D 52 3⁄3 | ||||||||
| 24393 |
Kubernetes MCP Server
Claim
Enables interactive Kubernetes cluster monitoring and troubleshooting through n…
|
D 52 4⁄4 | ||||||||
| 24394 |
An MCP server that enables scRNA-Seq analysis through natural language, providi…
|
D 51 4⁄4 | ||||||||
| 24395 |
An MCP server for accessing India's National Digital Health Mission (NDHM) Heal…
|
D 51 4⁄4 | ||||||||
| 24396 |
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
|
D 51 4⁄4 | ||||||||
| 24397 |
Proof-of-Time transaction ordering verification for AI agents. 5 MCP tools.
|
D 51 4⁄3 | ||||||||
| 24398 |
A Model Context Protocol server for browser automation that uses Puppeteer to p…
|
D 51 4⁄3 | ||||||||
| 24399 |
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
|
D 51 4⁄4 | ||||||||
| 24400 |
Memory Consolidation for AI agents — search, memory, browser, commons. Free tri…
|
D 51 3⁄3 | ||||||||
