MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14401 |
A basic example of developing and running serverless Model Context Protocol (MC…
|
D 52 6⁄6 | ||||||||
| 14402 |
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more…
|
D 52 6⁄6 | ||||||||
| 14403 |
Code2Flow MCP Server
Claim
A server that wraps the code2flow command-line tool as an MCP service, allowing…
|
D 52 5⁄5 | ||||||||
| 14404 |
Ads Manager MCP Server
Claim
Enables users to analyze, manage, and optimize digital advertising campaigns th…
|
D 52 6⁄6 | ||||||||
| 14405 |
An MCP server that delivers jokes on demand, supporting different joke categori…
|
D 52 6⁄6 | ||||||||
| 14406 |
A Model Context Protocol server that enables access to Omi memories from a spec…
|
D 52 5⁄5 | ||||||||
| 14407 |
Data Query MCP Server
Claim
Enables querying and analyzing user, product, and order data with filtering cap…
|
D 52 5⁄5 | ||||||||
| 14408 |
Manages inventory operations using Supabase/PostgreSQL database, enabling users…
|
D 52 5⁄5 | ||||||||
| 14409 |
MCP Server Sentry
Claim
A TypeScript implementation of a Model Context Protocol server that connects to…
|
D 52 6⁄6 | ||||||||
| 14410 |
An MCP server that provides persistent memory for AI agents by storing session …
|
D 52 5⁄4 | ||||||||
| 14411 |
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
|
D 52 6⁄6 | ||||||||
| 14412 |
arjunkmrm-fetch
Claim
Fetch web pages and extract exactly the content you need. Select elements with …
|
D 52 6⁄6 | ||||||||
| 14413 |
OAuth-enabled MyMLH MCP server for accessing MyMLH data.
|
D 52 6⁄6 | ||||||||
| 14414 |
Enables language models to access LangSmith observability platform features inc…
|
D 52 6⁄6 | ||||||||
| 14415 |
A collection of MCP servers built with FastMCP framework that handle various ta…
|
D 52 5⁄4 | ||||||||
| 14416 |
Search arXiv and ACL Anthology, retrieve citations and references, and browse w…
|
D 52 6⁄6 | ||||||||
| 14417 |
Provides current weather information and forecasts for major cities through MCP…
|
D 52 5⁄5 | ||||||||
| 14418 |
Instant public HTTPS URLs for AI agents via Cloudflare Tunnels. x402 custom dom…
|
D 52 6⁄4 | ||||||||
| 14419 |
An MCP server for vulnerability management that provides tools for automated se…
|
D 52 5⁄5 | ||||||||
| 14420 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
D 52 6⁄6 | ||||||||
| 14421 |
A Test MCP server that provides tools, promts and resources
|
D 52 5⁄4 | ||||||||
| 14422 |
Enables interaction with SAP Business One API through Azure Container Apps with…
|
D 52 6⁄6 | ||||||||
| 14423 |
Provides unified access to real-time and historical Solana ecosystem data throu…
|
D 52 5⁄5 | ||||||||
| 14424 |
A Model Context Protocol server that enables AI models to access tools through …
|
D 52 6⁄6 | ||||||||
| 14425 |
MCP FastMCP Demo Server
Claim
A simple demonstration MCP server built with FastMCP that provides basic functi…
|
D 52 5⁄4 | ||||||||
| 14426 |
An MCP server that enables AI agents to interact with the Test MCP Mar19 USDC A…
|
D 52 5⁄5 | ||||||||
| 14427 |
A vulnerable MCP server implementation that demonstrates how poor coding practi…
|
D 52 5⁄4 | ||||||||
| 14428 |
A Model Context Protocol server that enables LLM applications to safely execute…
|
D 52 5⁄4 | ||||||||
| 14429 |
An MCP server that transforms AI assistants into personal chefs by providing re…
|
D 52 5⁄5 | ||||||||
| 14430 |
Reverse any sentence instantly to see words in the opposite order. Generate pla…
|
D 52 5⁄4 | ||||||||
| 14431 |
NumPy Computation Server
Claim
Perform advanced numerical computations and array manipulations using NumPy thr…
|
D 52 5⁄4 | ||||||||
| 14432 |
An MCP server providing standardized access to Swiss court decisions through th…
|
D 52 6⁄4 | ||||||||
| 14433 |
An MCP server that connects to Pollinations.ai API, enabling AI models to gener…
|
D 52 6⁄6 | ||||||||
| 14434 |
An MCP server that enables real-time product, price, and stock searching across…
|
D 52 5⁄5 | ||||||||
| 14435 |
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, …
|
D 52 6⁄6 | ||||||||
| 14436 |
Analyze relationships in the Spanish stock exchange
|
D 52 6⁄6 | ||||||||
| 14437 |
MCP server for Blip disposable email — create inboxes, receive emails, extract …
|
D 52 5⁄4 | ||||||||
| 14438 |
Predicts video game scores (0-100 scale, similar to Metacritic ratings) using m…
|
D 52 5⁄5 | ||||||||
| 14439 |
Enables AI clients to interact with Microsoft Dynamics 365 Business Central thr…
|
D 52 6⁄6 | ||||||||
| 14440 |
Forums
Claim
Ask any GitHub repository a question. Get source-backed answers.
|
D 51 6⁄6 | ||||||||
| 14441 |
MCP Server for huqsvarna automower
|
D 51 5⁄5 | ||||||||
| 14442 |
Perform quick addition, subtraction, multiplication, and division in your workf…
|
D 51 5⁄4 | ||||||||
| 14443 |
Generate friendly greetings for any audience. Toggle Pirate Mode for a playful,…
|
D 51 6⁄6 | ||||||||
| 14444 |
A Model Context Protocol server that enables querying FHIR healthcare data usin…
|
D 51 5⁄5 | ||||||||
| 14445 |
Discover and filter Polymarket prediction markets and events by tags, volume, l…
|
D 51 6⁄6 | ||||||||
| 14446 |
Enables natural language control of Universal Robots cobots through LLM integra…
|
D 51 6⁄4 | ||||||||
| 14447 |
A Model Context Protocol server that provides Chuck Norris and Dad jokes which …
|
D 51 6⁄6 | ||||||||
| 14448 |
Provides AI assistants with comprehensive access to Material UI documentation, …
|
D 51 6⁄6 | ||||||||
| 14449 |
SerpApi MCP Server for Google and other search engine results. Provides multi-e…
|
D 51 6⁄6 | ||||||||
| 14450 |
An MCP server implementation that delivers various joke types (Chuck Norris, Da…
|
D 51 6⁄6 | ||||||||