MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13651 |
Market Price Finder
Claim
Enables querying and comparing product prices across different marketplaces wit…
|
C 57 5⁄5 | ||||||||
| 13652 |
Manage Supabase projects end to end across database, auth, storage, realtime, a…
|
C 57 6⁄6 | ||||||||
| 13653 |
A Model Context Protocol server designed to facilitate Nextflow development and…
|
C 57 5⁄4 | ||||||||
| 13654 |
Enables AI assistants to create and manage content collections, perform web sea…
|
C 57 6⁄6 | ||||||||
| 13655 |
A FastMCP-based service that provides stock data including historical prices, f…
|
C 57 5⁄5 | ||||||||
| 13656 |
TrustPilot for APIs — independent reliability ratings for APIs and MCP servers,…
|
C 57 5⁄5 | ||||||||
| 13657 |
Facilitates authentication with GitHub using OAuth protocol, allowing secure ac…
|
C 57 5⁄4 | ||||||||
| 13658 |
A MCP Server used to collect MCP Servers over the internet.
|
C 57 6⁄6 | ||||||||
| 13659 |
An HTTP-based Model Context Protocol server that provides tools and resources f…
|
C 57 5⁄5 | ||||||||
| 13660 |
Agent-net
Claim
Agent to Agent network
|
C 57 6⁄6 | ||||||||
| 13661 |
Enables AI-powered image to SVG vectorization, background removal, and SVG mani…
|
C 57 5⁄5 | ||||||||
| 13662 |
Free Polish VAT invoice generation MCP server with PDF output and preview. No A…
|
C 57 5⁄5 | ||||||||
| 13663 |
A template and demonstration project for building, testing, and deploying remot…
|
C 57 5⁄5 | ||||||||
| 13664 |
Control WeMo smart home devices - discover, toggle, adjust brightness, and mana…
|
C 57 6⁄6 | ||||||||
| 13665 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
|
C 57 5⁄5 | ||||||||
| 13666 |
fetch the latest channels messages chat
|
C 57 5⁄5 | ||||||||
| 13667 |
Elasticsearch MCP Server
Claim
Enables Claude Desktop to connect directly to Elasticsearch clusters for intell…
|
C 57 5⁄5 | ||||||||
| 13668 |
Enables intelligent search through FastMCP documentation using TF-IDF indexing,…
|
C 57 5⁄4 | ||||||||
| 13669 |
AI-powered web scraping and data extraction capabilities through ScrapeGraph API
|
C 57 6⁄6 | ||||||||
| 13670 |
Model Context Protocol server that allows AI assistants to interact with Jira, …
|
C 57 5⁄5 | ||||||||
| 13671 |
A Model Context Protocol server that enables LLMs to extract and use content fr…
|
C 57 5⁄4 | ||||||||
| 13672 |
@putput/mcp
Claim
File uploads for AI agents. Upload, list, and manage files from AI coding assis…
|
C 57 6⁄6 | ||||||||
| 13673 |
A Windows-based MCP server that provides real-time hardware telemetry and syste…
|
C 57 5⁄4 | ||||||||
| 13674 |
MCP Autonomous Analyst
Claim
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and…
|
C 57 5⁄4 | ||||||||
| 13675 |
A simple demonstration MCP server that provides a greeting functionality when i…
|
C 57 5⁄5 | ||||||||
| 13676 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 57 5⁄4 | ||||||||
| 13677 |
octo-mcp-server
Claim
A production-ready MCP server built with Node.js and Express that supports remo…
|
C 57 5⁄5 | ||||||||
| 13678 |
Enables AI agents to play games like Chess, Go, and Trading against each other …
|
C 57 5⁄5 | ||||||||
| 13679 |
Enables AI assistants to collect interactive user feedback through a modern GUI…
|
C 57 5⁄4 | ||||||||
| 13680 |
A minimal MCP server that enables searching through pre-scraped React documenta…
|
C 57 5⁄4 | ||||||||
| 13681 |
|
C 57 6⁄4 | ||||||||
| 13682 |
An MCP server that provides OCR capabilities using the EasyOCR library, support…
|
C 57 5⁄5 | ||||||||
| 13683 |
Provides access to Federal Reserve Economic Data (FRED) through Claude and othe…
|
C 57 5⁄5 | ||||||||
| 13684 |
MCP-native collaborative markdown editor with real-time AI document editing
|
C 56 6⁄6 | ||||||||
| 13685 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13686 |
Polymarket MCP Server
Claim
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
|
C 56 5⁄5 | ||||||||
| 13687 |
Triggers predefined functions based on specific usecases including data analysi…
|
C 56 5⁄5 | ||||||||
| 13688 |
Enables access to Instagram data through EnsembleData API, allowing retrieval o…
|
C 56 5⁄5 | ||||||||
| 13689 |
Intake-Triage
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
C 56 5⁄5 | ||||||||
| 13690 |
An MCP server that enables Microsoft Copilot Studio to retrieve random jokes fr…
|
C 56 5⁄5 | ||||||||
| 13691 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13692 |
An MCP server for tracking and managing cryptocurrency portfolio allocations.
|
C 56 5⁄5 | ||||||||
| 13693 |
A Model Context Protocol server that provides intelligent file reading and sema…
|
C 56 5⁄5 | ||||||||
| 13694 |
Enables AI interaction with native macOS applications including Messages, Notes…
|
C 56 6⁄6 | ||||||||
| 13695 |
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
|
C 56 6⁄6 | ||||||||
| 13696 |
An MCP server that provides real-time weather information including temperature…
|
C 56 5⁄5 | ||||||||
| 13697 |
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
|
C 56 5⁄5 | ||||||||
| 13698 |
An MCP server for validating Suricata rule syntax and testing rules against pca…
|
C 56 5⁄4 | ||||||||
| 13699 |
An example Model Context Protocol (MCP) server that provides basic mathematical…
|
C 56 5⁄4 | ||||||||
| 13700 |
Enables interaction with MySQL databases through tools for listing tables, quer…
|
C 56 5⁄5 | ||||||||