A
license-
qualityD
maintenanceUnifies YouTube transcripts, YouTube search, and Google NotebookLM into a research pipeline for Claude Desktop and MCP clients.
Last updated
MIT
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"MCP Server Architecture Project and Software Development Pipeline" matching MCP servers:
- AlicenseAqualityCmaintenanceA Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session notes.Last updated5AGPL 3.0
- AlicenseBqualityCmaintenanceLocal workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.Last updated5815AGPL 3.0
- AlicenseBqualityBmaintenanceHardware-accelerated codebase mapping that indexes Git repositories into Postgres/pgvector and serves code search, relationships, and static analysis results via a stdio MCP server.Last updated8MIT
- Alicense-qualityDmaintenanceEnables Claude Desktop to search and query personal document collections (PDF, Word, Markdown, text) using semantic search and conversational AI with full context preservation across exchanges.Last updatedMIT
- Alicense-qualityAmaintenanceMCP server for searching, reading, listing, writing, and appending Markdown wiki content using RAG with ChromaDB.Last updatedMIT
- Flicense-qualityBmaintenanceA self-contained Claude Code plugin that profiles a project by running a fixed DAG to emit agent-facing context pages, a human/developer guide, and a queryable vectorstore.Last updated
- Flicense-qualityBmaintenanceStores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.Last updated
- Alicense-qualityDmaintenanceEnables Claude to perform hybrid search across local documents by combining semantic vector retrieval and BM25 keyword matching for optimal context recovery. It supports multiple file formats including PDF, CSV, and Markdown, leveraging local Ollama models for private and efficient document querying.Last updated4MIT
- Flicense-qualityAmaintenancePersonal local AI memory/document MCP that manages short and long-term memories and Markdown documents, with tools for import, search, and retrieval.Last updated
- AlicenseAqualityCmaintenanceGenerates crash-proof Python LLM pipelines from plain English descriptions. Pipelines resume from the last successful node after a crash instead of restarting from scratch. IProvider-agnostic , works with Groq, Gemini, Ollama, OpenAI, or any Python callable. Zero infrastructure, runs entirely on free-tier APIs.Last updated13MIT
- AlicenseBqualityDmaintenanceA demonstration server implementing the Model Context Protocol (MCP) with both STDIO and Server-Sent Events (SSE) support, featuring a word reversal tool that transforms input text by reversing characters.Last updated17MIT
- Flicense-qualityBmaintenanceSemantic search over project-specific decision rules using Chroma, enabling LLMs to retrieve relevant context.Last updated
- Flicense-qualityCmaintenanceProvides persistent, searchable memory for MCP-compatible AI coding tools, allowing notes added from one tool to be retrieved from another.Last updated
- Flicense-qualityDmaintenanceAn API that enables document querying through a Retrieval-Augmented Generation system implemented with Memory-Controller-Policy architecture for improved maintainability and scalability.Last updated
- AlicenseAqualityDmaintenanceJinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wiLast updated2270Apache 2.0
Docling MCPofficial
Alicense-qualityBmaintenanceProvides tools for document conversion, processing, and generation, enabling PDF to structured JSON conversion, document creation, and caching for improved performance.Last updated693MIT- Alicense-qualityCmaintenanceA server that connects MCP clients (Claude, Cursor, Windsurf, etc.) to EventCatalog instances, allowing users to ask questions about their event-driven architecture and get insights about domains, services, and message schemas directly within their development tools.Last updated2323MIT
- Alicense-qualityBmaintenanceEnables AI agents to search and retrieve context from GitHub issues, pull requests, releases, and documentation using hybrid semantic search and time-ordered activity scans.Last updated80Apache 2.0
- Alicense-qualityAmaintenanceA lightweight MCP server for semantic search over markdown knowledge bases, enabling AI coding agents to index, search, and answer questions from local markdown documents.Last updatedMIT
