MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9901 |
azure-terminal-copilot
Claim
A Python-based Azure CLI assistant that provides natural language processing ca…
|
C 66 5⁄4 | ||||||||
| 9902 |
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
|
C 66 5⁄4 | ||||||||
| 9903 |
Enables AI agents to take breaks and manage stress levels through 8 different b…
|
C 66 5⁄4 | ||||||||
| 9904 |
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
|
C 66 5⁄4 | ||||||||
| 9905 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 9906 |
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
|
C 66 5⁄5 | ||||||||
| 9907 |
Enables AI assistants to query and retrieve information from Amazon Bedrock Kno…
|
C 66 5⁄5 | ||||||||
| 9908 |
A Model Context Protocol server that enables AI assistants to control Chrome br…
|
C 66 5⁄4 | ||||||||
| 9909 |
Provides AI assistants with capabilities to generate collision-resistant unique…
|
C 66 5⁄5 | ||||||||
| 9910 |
Enables semantic search and retrieval of information from technical documentati…
|
C 66 5⁄5 | ||||||||
| 9911 |
A minimal Express-based MCP server that exposes a weather tool through HTTP end…
|
C 66 5⁄5 | ||||||||
| 9912 |
Enables users to search for the latest news articles from The Guardian using ke…
|
C 66 5⁄4 | ||||||||
| 9913 |
Redshift MCP Server
Claim
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
|
C 66 5⁄4 | ||||||||
| 9914 |
Provides personalized Data Engineering learning updates by fetching recent news…
|
C 66 5⁄5 | ||||||||
| 9915 |
Provides tools for accurate Twitter/X post character counting, validation, and …
|
C 66 5⁄5 | ||||||||
| 9916 |
Spotify MCP Server
Claim
Enables comprehensive Spotify integration through natural language commands, su…
|
C 66 5⁄5 | ||||||||
| 9917 |
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
|
C 66 5⁄5 | ||||||||
| 9918 |
An MCP server for interacting with the Wahoo Cloud API to manage workouts, rout…
|
C 66 5⁄5 | ||||||||
| 9919 |
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
|
C 66 5⁄5 | ||||||||
| 9920 |
A Model Context Protocol server that manages orders through a REST API, allowin…
|
C 66 5⁄5 | ||||||||
| 9921 |
MCP server for the PostFast API — schedule and manage social media posts via AI…
|
C 66 5⁄4 | ||||||||
| 9922 |
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
|
C 66 5⁄5 | ||||||||
| 9923 |
Enables AI assistants to search documentation, read and update configuration fi…
|
C 66 5⁄5 | ||||||||
| 9924 |
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
|
C 66 5⁄5 | ||||||||
| 9925 |
Provides on-demand access to AOSP and Jetpack source code to help AI understand…
|
C 66 5⁄4 | ||||||||
| 9926 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 9927 |
Enables AI assistants to access real-time US weather forecasts and alerts throu…
|
C 66 5⁄5 | ||||||||
| 9928 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 9929 |
Enables comprehensive management of Ansible Automation Platform Controller and …
|
C 66 5⁄5 | ||||||||
| 9930 |
VitalDB MCP Server
Claim
Enables natural language exploration and advanced analysis of VitalDB medical d…
|
C 66 5⁄5 | ||||||||
| 9931 |
A local MCP server for retrieving and analyzing your browser history. Makes it…
|
C 66 5⁄4 | ||||||||
| 9932 |
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
|
C 66 5⁄4 | ||||||||
| 9933 |
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
|
C 66 5⁄5 | ||||||||
| 9934 |
Enables academic literature management through PDF import, hybrid search, knowl…
|
C 66 5⁄5 | ||||||||
| 9935 |
MCP API Server
Claim
A modular MCP server that connects to external APIs, providing tools for weathe…
|
C 66 5⁄5 | ||||||||
| 9936 |
MCP Time Server
Claim
A TypeScript server that provides time-related tools through the Model Context …
|
C 66 5⁄5 | ||||||||
| 9937 |
An MCP server that provides fast Spotlight file search capabilities for macOS
|
C 66 5⁄5 | ||||||||
| 9938 |
MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch proce…
|
C 66 5⁄5 | ||||||||
| 9939 |
Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…
|
C 66 6⁄6 | ||||||||
| 9940 |
Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to man…
|
C 66 6⁄4 | ||||||||
| 9941 |
File Convert MCP Server
|
C 66 5⁄5 | ||||||||
| 9942 |
A Model Context Protocol server enabling AI assistants to interact with Trilium…
|
C 66 5⁄5 | ||||||||
| 9943 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 9944 |
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
|
C 66 5⁄5 | ||||||||
| 9945 |
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
|
C 66 5⁄5 | ||||||||
| 9946 |
An integration that allows Cursor AI to generate images through the Draw Things…
|
C 66 5⁄4 | ||||||||
| 9947 |
MCP server for Limelink dynamic links with deep linking, social previews, and U…
|
C 66 5⁄5 | ||||||||
| 9948 |
Run SOQL queries against your Salesforce org to retrieve records and insights. …
|
C 66 6⁄6 | ||||||||
| 9949 |
Provides access to over 200,000 open-source vector icons from more than 200 ico…
|
C 66 5⁄5 | ||||||||
| 9950 |
A TypeScript-based MCP server that enables users to interact with Prometheus me…
|
C 66 5⁄5 | ||||||||