MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24201 |
Provides powerful Markdown document editing capabilities with thread-safe opera…
|
D 53 4⁄4 | ||||||||
| 24202 |
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
|
D 53 4⁄4 | ||||||||
| 24203 |
An MCP server for accessing the Fotocasa1 API to search real estate listings an…
|
D 53 4⁄4 | ||||||||
| 24204 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 24205 |
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
|
D 53 4⁄3 | ||||||||
| 24206 | D 53 3⁄3 | |||||||||
| 24207 |
awesome-mcp
Claim
A carefully curated collection of high-quality tools, libraries, research paper…
|
D 53 4⁄3 | ||||||||
| 24208 |
MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull repo…
|
D 53 3⁄3 | ||||||||
| 24209 |
This server generates placeholder image URLs from various providers, supporting…
|
D 53 4⁄4 | ||||||||
| 24210 |
A Model Context Protocol server that allows interaction with TestRail's core en…
|
D 53 4⁄4 | ||||||||
| 24211 |
Enables AI models to interact with Jira using a standardized protocol, offering…
|
D 53 4⁄4 | ||||||||
| 24212 |
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
|
D 53 5⁄5 | ||||||||
| 24213 |
Provides integrated access to location-based weather, reporting history, and in…
|
D 53 4⁄4 | ||||||||
| 24214 |
An MCP server that enables interaction with multiple Kubernetes clusters simult…
|
D 53 4⁄3 | ||||||||
| 24215 |
Supabase MCP Server
Claim
Enables AI agents to access and manage Supabase projects through the Model Cont…
|
D 53 4⁄4 | ||||||||
| 24216 |
Model Context Protocol server that enables API test automation across various A…
|
D 53 4⁄3 | ||||||||
| 24217 |
Enables AI systems to analyze documents and extract form data through Azure For…
|
D 53 4⁄4 | ||||||||
| 24218 |
Provides instant access to 700+ programming documentation sources and creates i…
|
D 53 4⁄4 | ||||||||
| 24219 |
Enables integrated search and ordering across eight pharmaceutical wholesalers …
|
D 53 4⁄3 | ||||||||
| 24220 |
Enables users to interact with Apache Airflow orchestration platform through na…
|
D 53 4⁄4 | ||||||||
| 24221 |
|
D 53 3⁄3 | ||||||||
| 24222 |
A Model Context Protocol server that extends AI capabilities by providing tools…
|
D 53 4⁄3 | ||||||||
| 24223 |
A Model Context Protocol server that enables price lookup and trading across mu…
|
D 53 4⁄4 | ||||||||
| 24224 |
Enables AI assistants to interact with a commercial management system through c…
|
D 53 4⁄4 | ||||||||
| 24225 |
test-mcp-glama
Claim
test-mcp-glama
|
D 53 4⁄3 | ||||||||
| 24226 |
Analyzes PubMed medical literature to help researchers quickly gain insights in…
|
D 53 4⁄4 | ||||||||
| 24227 |
A high-performance MCP server for expert discovery, registration, and context i…
|
D 53 4⁄4 | ||||||||
| 24228 |
Slack MCP
Claim
A .NET-based Model Context Protocol server and Python client for interacting wi…
|
D 53 4⁄4 | ||||||||
| 24229 |
Enables access to comprehensive Indian stock market data from the NSE and BSE, …
|
D 53 4⁄4 | ||||||||
| 24230 |
Aspire.MCP.Sample
Claim
Sample MCP Server and MCP client with Aspire
|
D 53 4⁄3 | ||||||||
| 24231 |
Tech News Update Agent
Claim
A FastAPI backend that integrates with ElevenLabs MCP to create an AI agent cap…
|
D 53 4⁄4 | ||||||||
| 24232 |
MCP server for managing and serving dynamic prompt templates using elegant and …
|
D 53 4⁄3 | ||||||||
| 24233 |
bio-agents-mcp
Claim
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
D 53 4⁄3 | ||||||||
| 24234 |
Omnisend MCP Server
Claim
A server that enables AI assistants to interact with the Omnisend marketing pla…
|
D 53 4⁄4 | ||||||||
| 24235 |
Provides a Model Context Protocol server for managing shipping orders and addre…
|
D 53 4⁄4 | ||||||||
| 24236 |
A server that provides standardized development rules and context for Business …
|
D 53 4⁄4 | ||||||||
| 24237 |
test_mcp_server
Claim
|
D 53 3⁄3 | ||||||||
| 24238 |
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
|
D 53 4⁄4 | ||||||||
| 24239 |
Enables working with 3D models by converting GLTF/GLB files into React Three Fi…
|
D 53 4⁄4 | ||||||||
| 24240 |
gpt2099.nu
Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
|
D 53 4⁄3 | ||||||||
| 24241 |
An MCP server that exposes over 20 standard penetration testing utilities, such…
|
D 53 4⁄4 | ||||||||
| 24242 |
swift-skeleton
Claim
Swift source code structural indexer. Extracts type declarations, properties, m…
|
D 53 4⁄3 | ||||||||
| 24243 |
A self-hosted remote MCP server that provides reusable prompts and development …
|
D 53 4⁄4 | ||||||||
| 24244 |
MCP4All
Claim
Enables automatic documentation of GitHub projects as blog posts by fetching re…
|
D 53 4⁄4 | ||||||||
| 24245 |
Skillz MCP Server
Claim
Enables LLMs to dynamically discover and execute tools through a structured ski…
|
D 53 4⁄4 | ||||||||
| 24246 |
WigAI
Claim
Bitwig Controller Extension that provides an MCP Server for AI Agent control
|
D 53 4⁄3 | ||||||||
| 24247 |
Automatically organizes files in your Downloads folder by categorizing them int…
|
D 53 4⁄3 | ||||||||
| 24248 |
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
|
D 53 4⁄3 | ||||||||
| 24249 |
A self-contained Memory server with single-binary architecture (embedded DB & m…
|
D 53 4⁄3 | ||||||||
| 24250 |
A template for building and deploying custom remote MCP servers on Azure Functi…
|
D 53 4⁄3 | ||||||||
