MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14401 |
A Model Context Protocol server that enables access to Omi memories from a spec…
|
D 52 5⁄5 | ||||||||
| 14402 |
Lifestyle medicine health intelligence via x402 micropayments. 637+ peer-review…
|
D 52 6⁄6 | ||||||||
| 14403 |
A Model Context Protocol server that provides comprehensive Pokemon data and ba…
|
D 52 5⁄5 | ||||||||
| 14404 |
An MCP server that allows Claude AI to search, explore, and compare arXiv paper…
|
D 52 5⁄5 | ||||||||
| 14405 |
An MCP server for vulnerability management that provides tools for automated se…
|
D 52 5⁄5 | ||||||||
| 14406 |
A Model Context Protocol server that delivers various categories of jokes (Chuc…
|
D 52 6⁄6 | ||||||||
| 14407 |
Provides current weather information and forecasts for major cities through MCP…
|
D 52 5⁄5 | ||||||||
| 14408 |
Provides LLMs with up-to-date, version-specific documentation and code examples…
|
D 52 6⁄6 | ||||||||
| 14409 |
A basic example of developing and running serverless Model Context Protocol (MC…
|
D 52 6⁄6 | ||||||||
| 14410 |
An MCP server that transforms AI assistants into personal chefs by providing re…
|
D 52 5⁄5 | ||||||||
| 14411 |
An MCP server for the Hugging Face Dataset Viewer API that enables searching, f…
|
D 52 6⁄6 | ||||||||
| 14412 |
MCP server for agriculture and farming data. 8 tools: soil conditions (temperat…
|
D 52 5⁄5 | ||||||||
| 14413 |
Exposes OpenBB widget specifications as structured tools, enabling developers a…
|
D 52 5⁄5 | ||||||||
| 14414 |
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
|
D 52 6⁄6 | ||||||||
| 14415 |
Map clinical terminology to OMOP concepts using LLMs for healthcare data standa…
|
D 52 6⁄6 | ||||||||
| 14416 |
Instagram DMs MCP
Claim
Enables AI assistants to read, send, and manage Instagram direct messages, incl…
|
D 52 6⁄6 | ||||||||
| 14417 |
Provides unified access to real-time and historical Solana ecosystem data throu…
|
D 52 5⁄5 | ||||||||
| 14418 |
An interface enabling high-frequency communication between AI tools (like Curso…
|
D 52 5⁄5 | ||||||||
| 14419 |
Enterprise AI governance layer with 29 tools: MAI decision classification (Mand…
|
D 52 6⁄6 | ||||||||
| 14420 |
integrate rapidapi for testing
|
D 52 5⁄4 | ||||||||
| 14421 |
A lightweight server that exposes weather-related tools (get_coordinates and ge…
|
D 52 5⁄5 | ||||||||
| 14422 |
Generate Ziwei Doushu and Bazi charts with insights into palaces, stars, and th…
|
D 52 6⁄6 | ||||||||
| 14423 |
A Model Context Protocol server that enables natural language data exploration …
|
D 52 5⁄5 | ||||||||
| 14424 |
test
|
D 52 5⁄4 | ||||||||
| 14425 |
Automatically collects daily report data from KPI systems using browser automat…
|
D 52 6⁄4 | ||||||||
| 14426 |
A vulnerable MCP server implementation that demonstrates how poor coding practi…
|
D 52 5⁄4 | ||||||||
| 14427 |
Enables users to search for jobs, retrieve profiles, and fetch feed posts throu…
|
D 52 5⁄4 | ||||||||
| 14428 |
Connects MCP tools to the Zappaz WhatsApp API, enabling agents to send and mana…
|
D 52 6⁄6 | ||||||||
| 14429 |
An MCP server that provides persistent memory for AI agents by storing session …
|
D 52 5⁄4 | ||||||||
| 14430 |
afgong-sqlite-mcp-server
Claim
Explore your Messages SQLite database to browse tables and inspect schemas with…
|
D 52 6⁄6 | ||||||||
| 14431 |
Provides tools for training, managing, and making predictions with scikit-learn…
|
D 52 6⁄6 | ||||||||
| 14432 |
MCP server for Blip disposable email — create inboxes, receive emails, extract …
|
D 52 5⁄4 | ||||||||
| 14433 |
MCP Memory
Claim
MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability t…
|
D 52 6⁄6 | ||||||||
| 14434 |
An AI-powered travel assistant connected to Claude via MCP that helps users pla…
|
D 52 5⁄5 | ||||||||
| 14435 |
Manage Reddit advertising end-to-end: browse ad accounts and payment methods, a…
|
D 52 6⁄6 | ||||||||
| 14436 |
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, …
|
D 52 6⁄6 | ||||||||
| 14437 |
MCP server for AI web browser automation using Browserbase and Stagehand
|
D 52 6⁄6 | ||||||||
| 14438 |
An MCP server providing standardized access to Swiss court decisions through th…
|
D 52 6⁄4 | ||||||||
| 14439 |
MCP server for URL shortening and management
|
D 52 6⁄6 | ||||||||
| 14440 |
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
|
D 51 5⁄5 | ||||||||
| 14441 |
Provides AI assistants with comprehensive access to Material UI documentation, …
|
D 51 6⁄6 | ||||||||
| 14442 |
ZeroTrusted ai PII Detection
|
D 51 5⁄4 | ||||||||
| 14443 |
An MCP server that provides email sending capabilities via SMTP, featuring tool…
|
D 51 5⁄5 | ||||||||
| 14444 |
Enables AI assistants to look up IRS nonprofit data, verify tax-deductible char…
|
D 51 6⁄6 | ||||||||
| 14445 |
A Model Context Protocol server that enables users to kickoff and monitor deplo…
|
D 51 5⁄5 | ||||||||
| 14446 |
Enables natural language interactions with Jira for creating issues, managing b…
|
D 51 5⁄5 | ||||||||
| 14447 |
A Model Context Protocol server that provides Chuck Norris and Dad jokes which …
|
D 51 6⁄6 | ||||||||
| 14448 |
MCP Test Server
Claim
Provide a test implementation of the Model Context Protocol server to facilitat…
|
D 51 5⁄4 | ||||||||
| 14449 |
Enables LLMs to search, download, and read arXiv papers with automatic PDF text…
|
D 51 6⁄6 | ||||||||
| 14450 |
Provides real-time weather alerts from the National Weather Service, news searc…
|
D 51 6⁄6 | ||||||||