MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7801 |
A Model Context Protocol server for executing GraphQL queries, allowing AI mode…
|
B 70 5⁄5 | ||||||||
| 7802 |
Retrieves, parses, and analyzes speeches and testimonies from Federal Reserve o…
|
B 70 5⁄5 | ||||||||
| 7803 |
A graph-powered code intelligence engine that indexes codebases into a structur…
|
B 70 5⁄4 | ||||||||
| 7804 |
MalwareBazaar_MCP
Claim
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
|
B 70 5⁄4 | ||||||||
| 7805 |
StatPearls MCP Server
Claim
Provides AI systems with access to peer-reviewed medical information from StatP…
|
B 70 5⁄5 | ||||||||
| 7806 |
An MCP server that connects Claude and other MCP clients to buttplug.io, allowi…
|
B 70 4⁄4 | ||||||||
| 7807 |
Orchestrates multiple AWS security services to provide comprehensive security a…
|
B 70 5⁄5 | ||||||||
| 7808 |
mcp-vitacore
Claim
A session memory consolidation and architectural oversight system that uses Gem…
|
B 70 5⁄5 | ||||||||
| 7809 |
Git Analytics MCP Server
Claim
Provides comprehensive Git repository insights including author statistics, bra…
|
B 70 5⁄4 | ||||||||
| 7810 |
Enables Claude to read and interact with Feishu (Lark) documents, spreadsheets,…
|
B 70 5⁄4 | ||||||||
| 7811 |
RAG MCP Server
Claim
Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabiliti…
|
B 70 5⁄4 | ||||||||
| 7812 |
Enables AI assistants to interact with Rhombus physical security systems, provi…
|
B 70 5⁄5 | ||||||||
| 7813 |
An MCP server that interfaces with the Lilith library to analyze Higgs boson ph…
|
B 70 5⁄5 | ||||||||
| 7814 |
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
|
B 70 5⁄4 | ||||||||
| 7815 |
MemoDB MCP Server
Claim
Manages AI conversation context and personal knowledge bases through the Model …
|
B 70 5⁄5 | ||||||||
| 7816 |
Generates children's storybook illustrations in multiple art styles (3D cartoon…
|
B 70 5⁄5 | ||||||||
| 7817 |
A MCP server that enables transcription of audio files using OpenAI's Speech-to…
|
B 70 5⁄5 | ||||||||
| 7818 |
A server that enables MCP clients like Anthropic Claude App to interact with lo…
|
B 70 5⁄4 | ||||||||
| 7819 |
A utility toolkit that enhances Claude's code interaction capabilities by provi…
|
B 70 5⁄4 | ||||||||
| 7820 |
A Model Context Protocol server that provides Google Jobs search capabilities t…
|
B 70 5⁄5 | ||||||||
| 7821 |
Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI …
|
B 70 5⁄5 | ||||||||
| 7822 |
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), …
|
B 70 5⁄5 | ||||||||
| 7823 |
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
|
B 70 5⁄5 | ||||||||
| 7824 |
Build and deploy beautiful business apps effortlessly with our AI agent. Genera…
|
B 70 5⁄4 | ||||||||
| 7825 |
Enables large language models to interact with Alpaca's trading infrastructure …
|
B 70 5⁄4 | ||||||||
| 7826 |
Enables querying Garmin health data stored in Supabase through natural language…
|
B 70 5⁄5 | ||||||||
| 7827 |
A simple server that enables AI models to send WhatsApp messages via the Twilio…
|
B 70 5⁄5 | ||||||||
| 7828 |
A starter template for building Model Context Protocol servers that integrate w…
|
B 70 5⁄5 | ||||||||
| 7829 |
An MCP server providing access to Hong Kong transportation data, including pass…
|
B 70 5⁄5 | ||||||||
| 7830 |
Enables interaction with Notion workspaces through the Notion API using Server-…
|
B 70 5⁄5 | ||||||||
| 7831 |
An MCP server that enables integration with Moltbook, a social network designed…
|
B 70 5⁄4 | ||||||||
| 7832 |
A production-ready MCP server that enables multiple AI agents to collaborate th…
|
B 70 5⁄4 | ||||||||
| 7833 |
Enables AI-powered analytics for OpenReplay user sessions through natural langu…
|
B 70 5⁄5 | ||||||||
| 7834 |
Prevents citation hallucination by verifying academic citations against CrossRe…
|
B 70 5⁄5 | ||||||||
| 7835 |
A lightweight MCP server that provides a unified interface to various LLM provi…
|
B 70 5⁄5 | ||||||||
| 7836 |
Supabase Admin
Claim
Manage Supabase projects end to end across database, auth, storage, and realtim…
|
B 70 5⁄4 | ||||||||
| 7837 |
AI Helper MCP Server
Claim
A server that allows AI agents to consult multiple large language models (like …
|
B 70 5⁄5 | ||||||||
| 7838 |
Automatically selects the optimal LLM model for each task in Cursor IDE by anal…
|
B 70 5⁄5 | ||||||||
| 7839 |
pgmcp
Claim
Natural language PostgreSQL queries with automatic streaming, read-only safety,…
|
B 70 5⁄4 | ||||||||
| 7840 |
FireMCP
Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
|
B 70 5⁄5 | ||||||||
| 7841 |
Provides tools for managing wallet operations, transfers, and currency exchange…
|
B 70 5⁄5 | ||||||||
| 7842 |
A Model Context Protocol server that manages character knowledge and relationsh…
|
B 70 5⁄5 | ||||||||
| 7843 |
Integrates voidtools Everything search engine with AI assistants to provide lig…
|
B 70 5⁄4 | ||||||||
| 7844 |
simple-mcp-runner
Claim
Simple MCP Runner makes it effortless to safely expose system commands to langu…
|
B 70 5⁄4 | ||||||||
| 7845 |
Shopify Update MCP Server
|
B 70 5⁄5 | ||||||||
| 7846 |
A lightweight server that exposes FFmpeg's video processing capabilities to AI …
|
B 70 5⁄5 | ||||||||
| 7847 |
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
|
B 70 5⁄4 | ||||||||
| 7848 |
A Model Context Protocol server implementation for iOS Simulator control, provi…
|
B 70 5⁄4 | ||||||||
| 7849 |
Provides a natural language interface for single-cell RNA-Seq analysis using th…
|
B 70 5⁄5 | ||||||||
| 7850 |
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Li…
|
B 70 5⁄4 | ||||||||