MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6901 |
An MCP server that provides tools to author OSCAL security compliance documenta…
|
B 71 5⁄4 | ||||||||
| 6902 |
Enables users to ask questions to a persona named Vincent and get yes/no answer…
|
B 71 5⁄5 | ||||||||
| 6903 |
Enables semantic search over local Markdown documentation using hybrid retrieva…
|
B 71 5⁄4 | ||||||||
| 6904 |
A server that allows AI models to interact with PostgreSQL databases through a …
|
B 71 5⁄5 | ||||||||
| 6905 |
Enables access to agent instruction files and prompts for AI development workfl…
|
B 71 5⁄5 | ||||||||
| 6906 |
Enables web scraping and content extraction from URLs using the Trafilatura lib…
|
B 71 5⁄5 | ||||||||
| 6907 |
Enables interaction with the DoorDash Drive API to create, manage, and track de…
|
B 71 5⁄5 | ||||||||
| 6908 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 6909 |
Enables autonomous agents to discover and bid on unused LLM token quota through…
|
B 71 5⁄5 | ||||||||
| 6910 |
Enables AI assistants to securely connect to Snowflake data warehouses and exec…
|
B 71 5⁄5 | ||||||||
| 6911 |
A modern Model Context Protocol (MCP) server that works exclusively with PDF fi…
|
B 71 5⁄5 | ||||||||
| 6912 |
All in one Osint tools
|
B 71 5⁄4 | ||||||||
| 6913 |
A Model Context Protocol server that intelligently fetches and processes web co…
|
B 71 5⁄5 | ||||||||
| 6914 |
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
|
B 71 5⁄5 | ||||||||
| 6915 |
Zero-friction publishing platform that enables Claude Desktop users to publish …
|
B 71 5⁄5 | ||||||||
| 6916 |
Provides programmatic access to BlazeMeter's performance testing platform throu…
|
B 71 5⁄5 | ||||||||
| 6917 |
Enables interaction with Telegram chat history, including text, photos, and doc…
|
B 71 5⁄4 | ||||||||
| 6918 |
A Model Context Protocol server implementation that provides basic utility tool…
|
B 71 5⁄5 | ||||||||
| 6919 |
MCP Scheduler
Claim
A robust task scheduler server built with Model Context Protocol for scheduling…
|
B 71 5⁄4 | ||||||||
| 6920 |
Repomix
Claim
Package remote and local repositories into a compact bundle for rapid code comp…
|
B 71 5⁄4 | ||||||||
| 6921 |
Enables management of Mistral AI agents through MCP tools including creating, l…
|
B 71 5⁄5 | ||||||||
| 6922 |
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
|
B 71 5⁄5 | ||||||||
| 6923 |
Firebase Realtime Database
|
B 71 5⁄4 | ||||||||
| 6924 |
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
|
B 71 5⁄4 | ||||||||
| 6925 |
A simple server that provides basic mathematical operations (sum and subtractio…
|
B 71 5⁄5 | ||||||||
| 6926 |
Provides Unix command documentation directly within Claude conversations, allow…
|
B 71 5⁄5 | ||||||||
| 6927 |
A Model Context Protocol server that provides access to api.random.org for gene…
|
B 71 5⁄5 | ||||||||
| 6928 |
Provides flexible access to Oracle databases for AI assistants like Claude, sup…
|
B 71 5⁄5 | ||||||||
| 6929 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 6930 |
Interact with the Lichess chess platform using natural language. Manage your ac…
|
B 71 5⁄5 | ||||||||
| 6931 |
Creates and manipulates PowerPoint presentations with capabilities for adding v…
|
B 71 5⁄4 | ||||||||
| 6932 |
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
|
B 71 5⁄5 | ||||||||
| 6933 |
Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation,…
|
B 71 5⁄4 | ||||||||
| 6934 |
An MCP server that enables LLMs to interact with the Moodle platform to manage …
|
B 71 5⁄5 | ||||||||
| 6935 |
Bubble MCP
Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
|
B 71 5⁄5 | ||||||||
| 6936 |
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
|
B 71 5⁄4 | ||||||||
| 6937 |
MCP Server Boilerplate
Claim
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
|
B 71 5⁄5 | ||||||||
| 6938 |
A TypeScript-based MCP server that implements virtual try-on capabilities using…
|
B 71 5⁄5 | ||||||||
| 6939 |
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
|
B 71 5⁄5 | ||||||||
| 6940 |
A high-performance server for analyzing GitHub user starred repositories, provi…
|
B 71 5⁄5 | ||||||||
| 6941 |
Enables users to validate the existence of email addresses through a simple Fas…
|
B 71 5⁄5 | ||||||||
| 6942 |
Enable to request information from EVM chains
|
B 71 5⁄5 | ||||||||
| 6943 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 6944 |
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
|
B 71 5⁄4 | ||||||||
| 6945 |
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
|
B 71 5⁄4 | ||||||||
| 6946 |
Enables intelligent integration with Gmail and Google Calendar for context-awar…
|
B 71 5⁄5 | ||||||||
| 6947 |
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
|
B 71 5⁄5 | ||||||||
| 6948 |
MCP server for structured reasoning with cognitive trap detection, verification…
|
B 71 5⁄4 | ||||||||
| 6949 |
Celery MCP
Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
|
B 71 5⁄5 | ||||||||
| 6950 |
Enables searching and retrieving icons from The Noun Project API with advanced …
|
B 71 5⁄5 | ||||||||