MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7401 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
|
B 70 5⁄5 | ||||||||
| 7402 |
An MCP server that publishes CLI tools on your machine for discoverability by L…
|
B 70 5⁄4 | ||||||||
| 7403 |
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
|
B 70 5⁄5 | ||||||||
| 7404 |
Adds persistent task management to AI coding assistants in IDEs, allowing them …
|
B 70 5⁄4 | ||||||||
| 7405 |
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
|
B 70 5⁄5 | ||||||||
| 7406 |
Enables remote control and monitoring of Claude Code sessions from mobile devic…
|
B 70 5⁄4 | ||||||||
| 7407 |
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
|
B 70 5⁄4 | ||||||||
| 7408 |
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
|
B 70 5⁄5 | ||||||||
| 7409 |
Athena Health MCP Server
Claim
Enables interaction with Athena Health's API for comprehensive healthcare pract…
|
B 70 5⁄5 | ||||||||
| 7410 |
simple-mcp-runner
Claim
Simple MCP Runner makes it effortless to safely expose system commands to langu…
|
B 70 5⁄4 | ||||||||
| 7411 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
|
B 70 5⁄5 | ||||||||
| 7412 |
A Model Context Protocol server that enables secure and structured interaction …
|
B 70 5⁄5 | ||||||||
| 7413 |
Enables interaction with Brex financial data including expenses, budgets, trans…
|
B 70 5⁄5 | ||||||||
| 7414 |
A comprehensive MCP server that exposes multiple OSINT tools to AI assistants l…
|
B 70 5⁄4 | ||||||||
| 7415 |
A Model Context Protocol server that enables gasless blockchain transactions di…
|
B 70 5⁄5 | ||||||||
| 7416 |
An MCP server that enables searching YouTube and retrieving high-accuracy video…
|
B 70 4⁄4 | ||||||||
| 7417 |
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
|
B 70 5⁄4 | ||||||||
| 7418 |
Enables AI assistants to perform code reviews by providing access to staged fil…
|
B 70 5⁄5 | ||||||||
| 7419 |
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
|
B 70 5⁄4 | ||||||||
| 7420 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
B 70 5⁄5 | ||||||||
| 7421 |
FireMCP
Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
|
B 70 5⁄5 | ||||||||
| 7422 |
jira, wiki mcp
|
B 70 5⁄5 | ||||||||
| 7423 |
FastMCP Server Template
Claim
A production-ready MCP server template that enables developers to quickly build…
|
B 70 5⁄5 | ||||||||
| 7424 |
BIG-IP MCP Server
Claim
Enables management of F5 BIG-IP load balancers through secure authentication an…
|
B 70 5⁄5 | ||||||||
| 7425 |
Provides persistent memory for Claude by implementing a local knowledge graph t…
|
B 70 5⁄4 | ||||||||
| 7426 |
This is a complete MCP (Model Context Protocol) server that implements a articl…
|
B 70 5⁄5 | ||||||||
| 7427 |
MCP Maximo Server
Claim
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
|
B 70 5⁄5 | ||||||||
| 7428 |
MCP server for searching horse boarding facilities and trainers across the Unit…
|
B 70 4⁄4 | ||||||||
| 7429 |
devrag
Claim
Lightweight local RAG MCP server for semantic vector search over markdown docum…
|
B 70 5⁄4 | ||||||||
| 7430 |
Enables serving and querying documentation with AI capabilities, allowing users…
|
B 70 5⁄5 | ||||||||
| 7431 |
Enables AI agents to interact with the Honeybadger error monitoring service to …
|
B 70 5⁄5 | ||||||||
| 7432 |
Model Context Protocol server that provides seamless access to Google Calendar …
|
B 70 5⁄5 | ||||||||
| 7433 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7434 |
InDesign MCP Server
Claim
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
|
B 70 5⁄4 | ||||||||
| 7435 |
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
|
B 70 5⁄5 | ||||||||
| 7436 |
Enables automated review and analysis of network security controls (AWS Securit…
|
B 70 5⁄5 | ||||||||
| 7437 |
Google Drive MCP Server
Claim
Enables read-only access to multiple Google Drive accounts simultaneously throu…
|
B 70 5⁄5 | ||||||||
| 7438 |
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
|
B 70 5⁄4 | ||||||||
| 7439 |
Enables querying Garmin health data stored in Supabase through natural language…
|
B 70 5⁄5 | ||||||||
| 7440 |
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
|
B 70 5⁄4 | ||||||||
| 7441 |
A production-ready MCP server for macOS that provides async, cache-backed acces…
|
B 70 5⁄4 | ||||||||
| 7442 |
Enables conversion of plain text descriptions and Markdown content into interac…
|
B 70 5⁄5 | ||||||||
| 7443 |
lightcms
Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
|
B 70 5⁄4 | ||||||||
| 7444 |
Enables AI-powered network automation through natural language interactions wit…
|
B 70 5⁄5 | ||||||||
| 7445 |
A server that enables AI assistants to access and query Grafana dashboards, met…
|
B 70 5⁄5 | ||||||||
| 7446 |
MalwareBazaar_MCP
Claim
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
|
B 70 5⁄4 | ||||||||
| 7447 |
An MCP server for managing Incus virtual machines through structured tools for …
|
B 70 5⁄5 | ||||||||
| 7448 |
Jira MCP Server
Claim
Integrates with Jira REST API to create tickets with customizable fields and re…
|
B 70 5⁄5 | ||||||||
| 7449 |
A minimal demonstration of an MCP service and client that integrates with the q…
|
B 70 5⁄5 | ||||||||
| 7450 |
Enables AI assistants to send emails and SMS messages through the Unosend API. …
|
B 70 5⁄5 | ||||||||