MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15801 |
An observational memory server that uses LLM agents to capture, compress, and r…
|
F 30 5⁄4 | ||||||||
| 15802 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 15803 |
A focused project memory system that provides knowledge graph capabilities and …
|
F 30 5⁄4 | ||||||||
| 15804 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15805 |
Enables automated collection and AI-powered filtering of public QQ channel post…
|
F 30 5⁄5 | ||||||||
| 15806 |
Triplewhale MCP Server
|
F 30 6⁄4 | ||||||||
| 15807 |
Allows AI assistants to generate and transform high-quality images from text pr…
|
F 30 5⁄5 | ||||||||
| 15808 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
|
F 30 5⁄4 | ||||||||
| 15809 |
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
|
F 30 5⁄5 | ||||||||
| 15810 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 15811 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
|
F 30 6⁄6 | ||||||||
| 15812 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15813 |
Fetches GitHub PR and issue data server-side and combines it with a documentati…
|
F 30 5⁄5 | ||||||||
| 15814 |
This MCP server enables the generation of structured fitness content, including…
|
F 30 5⁄5 | ||||||||
| 15815 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15816 |
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
|
F 30 5⁄5 | ||||||||
| 15817 |
Provide programmatic access to privacy-respecting meta-search functionality via…
|
F 30 5⁄4 | ||||||||
| 15818 |
A server implementation of the Model Context Protocol that enables calling iFly…
|
F 30 5⁄5 | ||||||||
| 15819 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 15820 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15821 |
7-layer recursive agent memory with context branching, holographic recall, drea…
|
F 30 5⁄5 | ||||||||
| 15822 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15823 |
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
|
F 30 5⁄5 | ||||||||
| 15824 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 15825 |
Provides static code analysis for enterprise-scale Haskell codebases with 40+ c…
|
F 30 5⁄5 | ||||||||
| 15826 |
Read jira data via JQL and api and execute requests to create and edit tickets.
|
F 30 5⁄5 | ||||||||
| 15827 |
An MCP server that connects to a Swagger specification and helps an AI to build…
|
F 30 5⁄4 | ||||||||
| 15828 |
Aggregates multiple MCP servers into a single gateway with unified top-level to…
|
F 30 5⁄5 | ||||||||
| 15829 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
|
F 30 5⁄5 | ||||||||
| 15830 |
Implements Chain of Thought methodology for extended sequential thinking on com…
|
F 30 5⁄5 | ||||||||
| 15831 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15832 |
An automation toolkit that enables AI-driven content publishing and creator dat…
|
F 30 5⁄5 | ||||||||
| 15833 |
Enables AI assistants and automation tools to interact with Trello boards, list…
|
F 30 5⁄5 | ||||||||
| 15834 |
|
F 30 5⁄4 | ||||||||
| 15835 |
Fetch YouTube subtitles
|
F 30 5⁄5 | ||||||||
| 15836 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15837 |
A Model Context Protocol server that extracts and analyzes Python code structur…
|
F 30 5⁄4 | ||||||||
| 15838 |
A high-performance MCP server that enables AI assistants to safely interact wit…
|
F 30 5⁄5 | ||||||||
| 15839 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||
| 15840 |
Connects the Pipedrive API v2 to LLM applications, providing read-only access t…
|
F 30 5⁄5 | ||||||||
| 15841 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
F 30 5⁄4 | ||||||||
| 15842 |
Enables AI agents to interact with Windows operating systems through native UI …
|
F 30 5⁄4 | ||||||||
| 15843 |
Accesses the doppelgangers.ai Social Media Context API to provide contextualize…
|
F 30 5⁄5 | ||||||||
| 15844 |
An MCP server that automatically generates documentation, test plans, and code …
|
F 30 5⁄5 | ||||||||
| 15845 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15846 |
A behavioral intelligence server that detects a user's unique interaction style…
|
F 30 5⁄4 | ||||||||
| 15847 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15848 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15849 |
Enables interaction with a TrueRAG system through a GraphQL API using the Model…
|
F 30 5⁄5 | ||||||||
| 15850 |
An MCP server that enables AI assistants to generate images using Black Forest …
|
F 30 5⁄5 | ||||||||