MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7251 |
MCP server for architecture and system design. Store and manage project archite…
|
B 70 5⁄5 | ||||||||
| 7252 |
Rubber Duck MCP
Claim
Brings rubber duck debugging to AI-powered IDEs by providing a tool for articul…
|
B 70 5⁄4 | ||||||||
| 7253 |
Enables AI assistants to interact with Rhombus physical security systems, provi…
|
B 70 5⁄5 | ||||||||
| 7254 |
Enables conversion of plain text descriptions and Markdown content into interac…
|
B 70 5⁄5 | ||||||||
| 7255 |
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
|
B 70 5⁄5 | ||||||||
| 7256 |
Provides text analysis tools including TF-IDF document search and text profilin…
|
B 70 5⁄5 | ||||||||
| 7257 |
Enables automated publishing and draft saving to note.com platform using Playwr…
|
B 70 5⁄5 | ||||||||
| 7258 |
An MCP server that provides access to Twitter data and write actions through Tw…
|
B 70 5⁄5 | ||||||||
| 7259 |
An MCP server for interacting with Memos.
|
B 70 5⁄4 | ||||||||
| 7260 |
A persistent long-term memory system that enables AI clients to store and recal…
|
B 70 5⁄5 | ||||||||
| 7261 |
Wan2GP MCP Server
Claim
Enables AI assistants to generate videos from text prompts and images by interf…
|
B 70 5⁄5 | ||||||||
| 7262 |
taiwan-holiday
Claim
A Taiwan holiday query server based on Model Context Protocol (MCP), providing …
|
B 70 5⁄4 | ||||||||
| 7263 |
MCP server for [Coda](https://coda.io/)
|
B 70 5⁄5 | ||||||||
| 7264 |
Enables AI agents to interact with the AI Network blockchain by managing accoun…
|
B 70 5⁄5 | ||||||||
| 7265 |
MCP server for Huntress API integration
|
B 70 5⁄5 | ||||||||
| 7266 |
Enables interaction with the Hevy fitness tracking platform through their API. …
|
B 70 5⁄5 | ||||||||
| 7267 |
Modular MCP Server
Claim
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
|
B 70 5⁄4 | ||||||||
| 7268 |
Connects AI assistants to a local Codex engine for performing deep, project-lev…
|
B 70 5⁄4 | ||||||||
| 7269 |
Analyzes Prowler security scan results for cloud environments, providing detail…
|
B 70 5⁄4 | ||||||||
| 7270 |
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
|
B 70 5⁄5 | ||||||||
| 7271 |
Provides a tool for dynamic and reflective problem-solving by breaking complex …
|
B 70 5⁄4 | ||||||||
| 7272 |
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
|
B 70 5⁄5 | ||||||||
| 7273 |
Jira-GitLab MCP Server
Claim
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
|
B 70 5⁄5 | ||||||||
| 7274 |
Enables AI-powered natural language stock market queries with real-time data fr…
|
B 70 5⁄5 | ||||||||
| 7275 |
Benchmark local LLM models — speed, quality & hardware fitness verdict from any…
|
B 70 6⁄4 | ||||||||
| 7276 |
An MCP server implementation that helps Claude remember and learn from programm…
|
B 70 5⁄5 | ||||||||
| 7277 |
A server that enables vector and keyword search capabilities in Typesense datab…
|
B 70 5⁄5 | ||||||||
| 7278 |
An MCP server for the Wazuh SIEM/XDR platform that enables users to query agent…
|
B 70 5⁄5 | ||||||||
| 7279 |
Enables searching and retrieving academic papers from arXiv and DBLP databases …
|
B 70 5⁄5 | ||||||||
| 7280 |
A Model Context Protocol server that enables AI models to interact with the Sol…
|
B 70 5⁄5 | ||||||||
| 7281 |
A specialized MCP server that provides a structured interface to the Europe PMC…
|
B 70 5⁄5 | ||||||||
| 7282 |
Provides persistent memory and context continuity for AI agents using Zep's Gra…
|
B 70 5⁄5 | ||||||||
| 7283 |
This is a complete MCP (Model Context Protocol) server that implements a articl…
|
B 70 5⁄5 | ||||||||
| 7284 |
Enables AI agents to interact with IBM FileNet Content Manager for document and…
|
B 70 5⁄5 | ||||||||
| 7285 |
Enables academic research through Google Scholar by searching for papers, findi…
|
B 70 5⁄5 | ||||||||
| 7286 |
MCP server for Motor Current Signature Analysis — fault detection in electric m…
|
B 70 5⁄4 | ||||||||
| 7287 |
A bridge that enables AI language models to publish content to the Nostr networ…
|
B 70 5⁄5 | ||||||||
| 7288 |
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
|
B 70 5⁄4 | ||||||||
| 7289 |
DeSo MCP Server
Claim
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
|
B 70 5⁄5 | ||||||||
| 7290 |
Enables web search and deep research capabilities through the Tavily API, allow…
|
B 70 5⁄5 | ||||||||
| 7291 |
Provides weather data using Open-Meteo API with support for current weather, 24…
|
B 70 5⁄5 | ||||||||
| 7292 |
A Model Context Protocol server that enables AI assistants to control a real we…
|
B 70 5⁄4 | ||||||||
| 7293 |
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
|
B 70 5⁄5 | ||||||||
| 7294 |
A local Model Context Protocol server that allows LLMs to securely execute shel…
|
B 70 5⁄5 | ||||||||
| 7295 |
MCP server for LeadDelta — manage LinkedIn connections and CRM data via AI assi…
|
B 70 6⁄6 | ||||||||
| 7296 |
lightcms
Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
|
B 70 5⁄4 | ||||||||
| 7297 |
A Model Context Protocol server that enhances Grey Hack game development by pro…
|
B 70 5⁄5 | ||||||||
| 7298 |
Enables integration with Oracle Database and Oracle APEX 20.2, allowing LLMs to…
|
B 70 5⁄4 | ||||||||
| 7299 |
Atlassian MCP Server
Claim
Enables AI assistants to interact with Jira by executing commands through the A…
|
B 70 5⁄4 | ||||||||
| 7300 |
An MCP server that recommends specific tools for tasks by learning from usage p…
|
B 70 5⁄4 | ||||||||