MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10251 |
A server that provides access to Mathematica documentation through FastMCP, ena…
|
C 65 5⁄4 | ||||||||
| 10252 |
Enables management and provisioning of AWS resources like EC2, S3, and RDS usin…
|
C 65 5⁄5 | ||||||||
| 10253 |
Provides read-only access to Google Search Console data, allowing AI assistants…
|
C 65 5⁄5 | ||||||||
| 10254 |
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
|
C 65 5⁄5 | ||||||||
| 10255 |
NestJS MCP Server
Claim
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
|
C 65 5⁄5 | ||||||||
| 10256 |
Provides tools for accessing coding style guidelines and best practices for var…
|
C 65 5⁄4 | ||||||||
| 10257 |
Nmap MCP Server
Claim
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
|
C 65 5⁄5 | ||||||||
| 10258 |
wiki-js-mcp
Claim
wiki-js-mcp
|
C 65 5⁄5 | ||||||||
| 10259 |
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
|
C 65 5⁄4 | ||||||||
| 10260 |
GitHub MCP Tools
Claim
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
|
C 65 5⁄5 | ||||||||
| 10261 |
Enables comprehensive SQLite database management through natural language inclu…
|
C 65 5⁄4 | ||||||||
| 10262 |
Doorstop MCP
Claim
Enables interaction with the Doorstop requirements management framework, allowi…
|
C 65 5⁄4 | ||||||||
| 10263 |
An MCP server that allows Claude to interact with Discord by providing tools fo…
|
C 65 5⁄5 | ||||||||
| 10264 |
Provides Chess.com player data integration, enabling AI assistants to fetch rea…
|
C 65 5⁄5 | ||||||||
| 10265 |
jebmcp
Claim
|
C 65 5⁄4 | ||||||||
| 10266 |
This Model Context Protocol (MCP) server provides powerful visualization tools …
|
C 65 5⁄5 | ||||||||
| 10267 |
Calculator MCP Server
Claim
A backend service that provides accurate arithmetic calculation capabilities to…
|
C 65 5⁄5 | ||||||||
| 10268 |
A MCP server for Joplin note-taking application that enables interaction with J…
|
C 65 5⁄4 | ||||||||
| 10269 |
A local Model Context Protocol server that connects LLM clients (like Claude) t…
|
C 65 5⁄5 | ||||||||
| 10270 |
A Model Context Protocol server that provides comprehensive tools for monitorin…
|
C 65 5⁄5 | ||||||||
| 10271 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10272 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10273 |
A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers…
|
C 65 5⁄4 | ||||||||
| 10274 |
WeChat Article Extractor
Claim
Extracts title, author, and content (in Markdown format) from WeChat official a…
|
C 65 5⁄5 | ||||||||
| 10275 |
Provides IP geolocation services using IP-API.com without requiring an API key,…
|
C 65 5⁄5 | ||||||||
| 10276 |
A Model Context Protocol service that enables agent authentication and integrat…
|
C 65 5⁄4 | ||||||||
| 10277 |
An MCP-based service that analyzes user search keywords to determine their inte…
|
C 65 5⁄5 | ||||||||
| 10278 |
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
|
C 65 5⁄5 | ||||||||
| 10279 |
MCP Local Server
Claim
A minimal Model Context Protocol server that provides basic utility tools inclu…
|
C 65 5⁄4 | ||||||||
| 10280 |
Enables fetching tweets, threads, and converting them to blog posts without req…
|
C 65 6⁄6 | ||||||||
| 10281 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10282 |
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
|
C 65 5⁄5 | ||||||||
| 10283 |
Provides access to the DigiKey Product Search API v4, allowing users to search …
|
C 65 5⁄5 | ||||||||
| 10284 |
This MCP server provides persistent memory integration for chat applications by…
|
C 65 5⁄5 | ||||||||
| 10285 |
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
|
C 65 5⁄5 | ||||||||
| 10286 |
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
|
C 65 6⁄6 | ||||||||
| 10287 |
A Model Context Protocol (MCP) server that enables integration of joke delivery…
|
C 65 5⁄5 | ||||||||
| 10288 |
An MCP server that enables AI agents to interact with the commercetools Composa…
|
C 65 5⁄5 | ||||||||
| 10289 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10290 |
A Model Context Protocol server that integrates with Brave Search API to provid…
|
C 65 5⁄5 | ||||||||
| 10291 |
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
|
C 65 5⁄5 | ||||||||
| 10292 |
A simple MCP server that provides waiting functionality to pause until other ta…
|
C 65 5⁄5 | ||||||||
| 10293 |
Provides unified access to QuickBooks Time API functionality. This server conso…
|
C 65 5⁄5 | ||||||||
| 10294 |
Enables interaction with Google Search Console to query search analytics, inspe…
|
C 65 6⁄6 | ||||||||
| 10295 |
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
|
C 65 5⁄4 | ||||||||
| 10296 |
Enables access to and searching of browser history from major browsers (Brave, …
|
C 65 5⁄4 | ||||||||
| 10297 |
A simple server that implements the Model Context Protocol, allowing AI models …
|
C 65 5⁄5 | ||||||||
| 10298 |
MCP server to provide Jira Tickets information to AI coding agents like Cursor
|
C 65 5⁄5 | ||||||||
| 10299 |
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
|
C 65 5⁄5 | ||||||||
| 10300 |
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
|
C 65 5⁄4 | ||||||||