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Chroma MCP Server

A vector database server powered by Chroma, enabling semantic document search, metadata filtering, and document management.

Aidemd

Structured .aide spec files that give AI agents progressive disclosure into your codebase architecture. 6 MCP tools, 8 slash commands, TUI wizard, multi-IDE…

QDrant Loader

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic…

Optimized Memory

Integrates with SQLite to provide a persistent knowledge graph for efficient memory management and relationship modeling across conversations.

Driflyte

MCP Server for [Driflyte](https://console.driflyte.com). The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific…

RagWiser

RagWiser is a Retrieval Augmented Generation (RAG) system built with Spring Boot that enables users to upload PDF documents, process them, and ask questions…

Cogmemai Mcp

Persistent cognitive memory for Claude Code. Cloud-based semantic search, Ai-powered extraction, project scoping, and compaction recovery.

Maigret OSINT

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching…

Shodan

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE…

YouTube Transcript

This MCP server, developed by adhikasp, enables AI assistants like Claude to fetch and analyze YouTube video transcripts. Built in Python, it provides…

aaPanel

Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.

Tavily Search

Integrates with Tavily search API to enable natural language web queries for retrieving up-to-date, contextual information from across the internet.

Munin Ai Memory

Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Claude Code, OpenClaw, Gemini CLI,...). Unlike other solutions, Munin focuses on…

Deep Research

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

Perplexity

Integrates with Perplexity Sonar Pro API to provide real-time research assistance for developers, enabling efficient documentation retrieval, API discovery…

MySQL Database

Interact with MySQL databases to execute queries and manage connections.

LlamaIndex Documentation

Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service

Spiral Writer

Provides a FastMCP-powered interface for generating text, processing file content, and extracting article data from URLs with asynchronous operations and…

Postman Tool Generation

Integrates with Postman Tool Generation API to convert API collections into type-safe code for AI frameworks, enabling rapid development of AI-powered tools…

Qdrant Knowledge Graph

Integrates a knowledge graph with semantic search capabilities, enabling efficient storage, retrieval, and querying of structured information for context-aware…

Kubernetes Claude

Integrates Claude with Kubernetes, ArgoCD, and GitLab to analyze and troubleshoot GitOps workflows by collecting resource information, correlating cross-system…

VikingDB

A server for storing and searching data in a VikingDB instance, configurable via command line or environment variables.