A
license-
qualityA
maintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents.
MIT
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"Setting Up or Using an MQTT Server" matching MCP servers:
- Flicense-qualityCmaintenanceEnables querying a hybrid-retrieval RAG pipeline (dense + BM25) over ingested PDF documents, returning answers generated by Gemini.
- AlicenseAqualityCmaintenanceExtends large language model context length up to 60 times using gravitational memory, designed for Claude Code and Anthropic AI models.862MIT
- AlicenseAqualityCmaintenanceA forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.4MIT
- Alicense-qualityCmaintenanceEnables natural language search and analysis of uploaded PDF, CSV, and Excel documents using retrieval-augmented generation and MCP tools, providing contextual answers to user queries.MIT
- Alicense-qualityDmaintenanceAn MCP server that enables AI assistants to access up-to-date documentation for Python libraries like LangChain, LlamaIndex, and OpenAI through dynamic fetching from official sources.1MIT
- Alicense-qualityDmaintenanceEnables AI assistants to perform up-to-date web searches through the Tavily API, providing comprehensive search results with AI-generated summaries.7MIT
- Flicense-qualityDmaintenanceEnables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
- Flicense-qualityCmaintenanceAn MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.
- Flicense-qualityDmaintenanceA personal semantic knowledge base that enables storing, searching, and retrieving memories and work history using natural language. It features vector-based search, tool discovery via a registry, and indexing of Cursor agent transcripts using Supabase or Postgres.
- Flicense-qualityDmaintenanceA server that powers an interactive chatbot for querying and managing tax alerts in a SQLite database using Google Gemini models and LangGraph's REACT agent framework.
- Flicense-qualityDmaintenanceAn MCP server for managing persistent AI memory using hybrid search (keyword + semantic vector) with SQLite storage and offline-first local embeddings.
- Flicense-qualityDmaintenanceEnables AI-powered research by breaking a topic into subtopics, gathering information via agents, and compiling a report. Integrates with LangGraph and RAG for orchestration and contextual retrieval.1
- AlicenseAqualityBmaintenanceAn MCP server that provides semantic search over a document corpus, enabling AI clients to retrieve and cite relevant chunks from indexed documents via RAG pipelines.4MIT
- AlicenseAqualityBmaintenanceAn MCP server for SearchApi that provides Google web, news, scholar, and YouTube search as agent-ready MCP tools.48MIT
- AlicenseAqualityDmaintenanceIntegrates Perplexity AI's chat capabilities with real-time web search, enabling users to ask questions and receive AI-powered answers with up-to-date information and citations from verified web sources.1401Apache 2.0
- FlicenseAqualityDmaintenanceMCP server that enables semantic search over macroeconomic data using the Lambda Capture API.110
Copus MCP Serverofficial
AlicenseAqualityDmaintenanceAn MCP server that allows AI assistants to search and retrieve human-curated content recommendations from Copus.233MIT- AlicenseAqualityCmaintenanceA local MCP server that exposes Mem0 as persistent memory tools to any MCP client, storing data locally with no cloud API or API key required.71Apache 2.0
- AlicenseAquality-maintenanceEnables AI assistants to discover, retrieve details about, and manage MCP (Model Context Protocol) servers that provide additional tools and capabilities on demand.56310
