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 | ||||||||||
| 24301 |
A template MCP server that provides weather forecasting functionality by fetchi…
|
D 52 4⁄4 | ||||||||
| 24302 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 24303 |
A private cloud storage system with Model Context Protocol integration that all…
|
D 52 4⁄3 | ||||||||
| 24304 |
A server based on Model Context Protocol that enables AI assistants to query an…
|
D 52 4⁄4 | ||||||||
| 24305 |
A Model Context Protocol server that provides access to materials databases thr…
|
D 52 4⁄4 | ||||||||
| 24306 | D 52 4⁄3 | |||||||||
| 24307 |
|
D 52 4⁄3 | ||||||||
| 24308 |
|
D 52 4⁄3 | ||||||||
| 24309 |
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semant…
|
D 52 4⁄4 | ||||||||
| 24310 |
An extended PostgreSQL management and analysis server that provides database pr…
|
D 52 4⁄4 | ||||||||
| 24311 |
An MCP server that enables AI assistants to interact with Atlassian Jira and Co…
|
D 52 4⁄4 | ||||||||
| 24312 |
Databutton App MCP
Claim
A proxy server that allows LLM clients to use Databutton app API endpoints as t…
|
D 52 4⁄4 | ||||||||
| 24313 |
A Model Context Protocol server that enables AI assistants to interact with act…
|
D 52 4⁄3 | ||||||||
| 24314 |
An MCP server that provides natural language interaction with Google's Policy T…
|
D 52 4⁄4 | ||||||||
| 24315 |
Provides read-only access to Unix/Linux command-line tools for AI agents, block…
|
D 52 4⁄3 | ||||||||
| 24316 |
Figma MCP Demo
Claim
A server that enables Cursor AI to generate code from Figma components by conne…
|
D 52 4⁄3 | ||||||||
| 24317 |
This project enables running a custom remote MCP server on Azure Functions with…
|
D 52 4⁄3 | ||||||||
| 24318 |
Document Q&A MCP Server
Claim
Enables document-based question answering using OpenAI's GPT-4 with semantic se…
|
D 52 4⁄4 | ||||||||
| 24319 |
Kommo CRM MCP Server
Claim
Enables comprehensive integration with Kommo CRM through 25 tools for managing …
|
D 52 4⁄4 | ||||||||
| 24320 |
Enables AI applications to automatically analyze local repositories and create …
|
D 52 4⁄4 | ||||||||
| 24321 |
An MCP server that enables AI assistants to interact with Gradescope for course…
|
D 52 4⁄4 | ||||||||
| 24322 |
CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just wri…
|
D 52 4⁄4 | ||||||||
| 24323 |
Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security
|
D 52 4⁄3 | ||||||||
| 24324 |
Local DevOps MCP Server
Claim
Enables Docker container management through natural language conversations, inc…
|
D 52 4⁄3 | ||||||||
| 24325 |
An MCP Server that provides access to Google Cloud Life Sciences API, enabling …
|
D 52 4⁄4 | ||||||||
| 24326 |
An MCP server that enables interaction with Klarna's Payments API, allowing app…
|
D 52 4⁄4 | ||||||||
| 24327 |
MCP Quoting System
Claim
Intelligently generates cost estimates and lead times for manufacturing RFPs by…
|
D 52 4⁄3 | ||||||||
| 24328 |
Solana Vault MCP
Claim
A secure Model Context Protocol server that enables AI assistants to interact w…
|
D 52 4⁄4 | ||||||||
| 24329 |
A minimal FastMCP server implementation that provides basic mathematical and gr…
|
D 52 4⁄3 | ||||||||
| 24330 |
A TypeScript-based MCP server that provides backend API handling and facilitate…
|
D 52 4⁄3 | ||||||||
| 24331 |
A Python-based server that enables accessing and analyzing bird detection data …
|
D 52 4⁄3 | ||||||||
| 24332 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 24333 |
Selenium Tools for MCP
|
D 52 5⁄5 | ||||||||
| 24334 |
k-arena
Claim
World's first AI-native financial exchange for autonomous AI agents. Real-time …
|
D 52 3⁄3 | ||||||||
| 24335 |
Claude-powered warehouse management system that coordinates inventory, AGVs, an…
|
D 52 4⁄4 | ||||||||
| 24336 |
An MCP Server that provides access to Personio's HR and personnel data through …
|
D 52 4⁄4 | ||||||||
| 24337 |
Enables AI assistants to manage GitLab projects by providing tools for issues, …
|
D 52 4⁄3 | ||||||||
| 24338 |
An MCP server that enables interaction with the Groundhog Day API, auto-generat…
|
D 52 4⁄4 | ||||||||
| 24339 |
|
D 52 4⁄3 | ||||||||
| 24340 |
KVM MCP Server
Claim
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
|
D 52 4⁄4 | ||||||||
| 24341 |
An MCP Server that provides access to Google's Search Console API, allowing use…
|
D 52 4⁄3 | ||||||||
| 24342 |
An MCP server that enables programmatic interaction with Google Groups Migratio…
|
D 52 4⁄4 | ||||||||
| 24343 |
An MCP server that exposes the pentest reporting and automation features of Sys…
|
D 52 4⁄3 | ||||||||
| 24344 |
163 Email MCP Server
Claim
Enables interaction with 163 email accounts through IMAP/SMTP protocols. Suppor…
|
D 52 4⁄4 | ||||||||
| 24345 |
Enables AI assistants to retrieve and display Strava activity data including wo…
|
D 52 4⁄3 | ||||||||
| 24346 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 24347 |
Enables AI assistants like Claude to interact with MongoDB databases through st…
|
D 52 4⁄4 | ||||||||
| 24348 |
MCP API Tools
Claim
FastAPI server with Google Gemini AI integration that provides auto-routing to …
|
D 52 4⁄4 | ||||||||
| 24349 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 24350 |
Enables read-only interaction with SQL databases through MCP, providing databas…
|
D 52 4⁄4 | ||||||||
