MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13201 |
Provides a project memory bank and RAG context provider for enhanced code under…
|
C 59 5⁄4 | ||||||||
| 13202 |
A tool that preserves chat history as Markdown files, automatically adding time…
|
C 59 5⁄5 | ||||||||
| 13203 |
A Model Context Protocol (MCP) server that allows Claude AI to interact with cu…
|
C 59 5⁄5 | ||||||||
| 13204 |
A Model Context Protocol server that creates tools from API configurations defi…
|
C 59 5⁄5 | ||||||||
| 13205 |
Enables users to manage Gmail by fetching recent emails with pagination and cre…
|
C 59 5⁄4 | ||||||||
| 13206 |
Enables interaction with Redfish-compliant BMC devices for server management, f…
|
C 59 5⁄5 | ||||||||
| 13207 |
An AI-powered server for code analysis, requirements validation, and automated …
|
C 59 5⁄5 | ||||||||
| 13208 |
Enables scientific computing, mathematical problem solving, and step-by-step ma…
|
C 59 5⁄5 | ||||||||
| 13209 |
Streamline your workflow with Felix. Integrate it into your workspace and tailo…
|
C 59 6⁄6 | ||||||||
| 13210 |
Grafana k6 MCP Server for performance testing
|
C 59 5⁄4 | ||||||||
| 13211 |
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
|
C 59 6⁄6 | ||||||||
| 13212 |
An MCP server designed for React Native and Expo development that provides spec…
|
C 59 6⁄4 | ||||||||
| 13213 |
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
|
C 59 5⁄5 | ||||||||
| 13214 |
MCP Document Server
Claim
A local development server that provides an interface for managing and accessin…
|
C 59 5⁄5 | ||||||||
| 13215 |
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
|
C 59 5⁄5 | ||||||||
| 13216 |
Architectural Gatekeeper for AI coding. Prevents "tunnel vision" bugs by forcin…
|
C 59 5⁄4 | ||||||||
| 13217 |
Quack MCP Server
Claim
A continuous integration server that automates Python code analysis, providing …
|
C 59 5⁄5 | ||||||||
| 13218 |
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
|
C 59 5⁄5 | ||||||||
| 13219 |
Access specialized web3 AI agents for blockchain analysis, smart contract secur…
|
C 59 6⁄6 | ||||||||
| 13220 |
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
|
C 59 5⁄4 | ||||||||
| 13221 |
An MCP server that executes tox commands to run Python tests within a project u…
|
C 59 5⁄4 | ||||||||
| 13222 |
Provides weather forecast data for any location using the Open-Meteo API, retur…
|
C 59 6⁄6 | ||||||||
| 13223 |
Provides access to Ant Design component library documentation and information f…
|
C 58 6⁄6 | ||||||||
| 13224 |
A Model Context Protocol server that allows AI assistants to create and manage …
|
C 58 5⁄4 | ||||||||
| 13225 |
GachaMCP
Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
|
C 58 5⁄4 | ||||||||
| 13226 |
An MCP server that integrates various penetration testing tools, enabling secur…
|
C 58 5⁄4 | ||||||||
| 13227 |
lsfusion-mcp
Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
|
C 58 5⁄5 | ||||||||
| 13228 |
A Model Context Protocol server that enables interaction with WhatsApp through …
|
C 58 5⁄5 | ||||||||
| 13229 |
A Python microservice that provides utilities for retrieving current times and …
|
C 58 5⁄5 | ||||||||
| 13230 |
Enables searching and retrieving detailed information from PubMed articles usin…
|
C 58 5⁄5 | ||||||||
| 13231 |
A conversational AI server that enables users to search Wikipedia and retrieve …
|
C 58 5⁄4 | ||||||||
| 13232 |
Provides AI assistants with real-time access to official Tauri documentation fr…
|
C 58 6⁄6 | ||||||||
| 13233 |
A basic MCP server implementation using the FastMCP framework that provides uti…
|
C 58 5⁄4 | ||||||||
| 13234 |
OpenViking MCP
Claim
Provides AI assistants with access to the OpenViking knowledge base for semanti…
|
C 58 5⁄4 | ||||||||
| 13235 |
Enables querying and analyzing Odoo account journal entries for audit purposes …
|
C 58 5⁄5 | ||||||||
| 13236 |
Enables querying a vector database of machine learning FAQs and performing web …
|
C 58 5⁄4 | ||||||||
| 13237 |
A Python-based MCP server for managing Paytm payment links and transactions. It…
|
C 58 5⁄5 | ||||||||
| 13238 |
A Model Context Protocol server that enables Claude to interact with Backlog pr…
|
C 58 5⁄5 | ||||||||
| 13239 |
An MCP server that provides AI assistants with web search and intelligence capa…
|
C 58 5⁄5 | ||||||||
| 13240 |
A Model Context Protocol server that requires user authentication via Auth0 bef…
|
C 58 5⁄5 | ||||||||
| 13241 |
A Python application that allows creating and editing Microsoft Word (.docx) do…
|
C 58 5⁄4 | ||||||||
| 13242 |
A minimal Model Context Protocol server that facilitates network-based client c…
|
C 58 5⁄5 | ||||||||
| 13243 |
An MCP server that provides access to the Koleo API for Polish train timetables…
|
C 58 5⁄5 | ||||||||
| 13244 |
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
|
C 58 6⁄6 | ||||||||
| 13245 |
Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…
|
C 58 6⁄6 | ||||||||
| 13246 |
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
|
C 58 6⁄6 | ||||||||
| 13247 |
A server that provides tools for performing basic arithmetic operations (additi…
|
C 58 5⁄5 | ||||||||
| 13248 |
A customizable, production-ready template for building Model Context Protocol s…
|
C 58 5⁄5 | ||||||||
| 13249 |
Turn AI coding assistants into reliable software engineers with structured spec…
|
C 58 5⁄5 | ||||||||
| 13250 |
This server provides an interface for performing basic file system operations s…
|
C 58 5⁄4 | ||||||||