Rebuild Obsidian graph data for transcriptions by converting files to YAML frontmatter, linking related items, and generating MOC files for tags. Run once to upgrade existing memory.
MIT
682,456 tools. Updated 2026-10-20 20:40
"Integrating Obsidian with ChromaDB for Memory Management" matching MCP tools:
- Transform a code repository into an AI-summarized Obsidian vault with searchable ChromaDB index for developer queries.MIT
- Check server health status: version, tool count, and ChromaDB chunk count.MIT
- Set up a ChromaDB vector database with LangChain integration, storing text embeddings and optional metadata, with persistence support, returning a retriever.MIT
- Applies a memory configuration, initializing Palace directories, ChromaDB, and SQLite. Supports hot reload without MCP restart.MIT
- Check an Obsidian vault's sync status: total files, synced/pending/changed counts, last sync time, and memory count.PolyForm Noncommercial 1.0.0
Matching MCP Servers
- AlicenseNot gradedqualityDmaintenanceProvides retrieval-augmented generation (RAG) capabilities by ingesting various document formats into a persistent ChromaDB vector store. It enables semantic search and retrieval using either OpenAI or Ollama embeddings for processing local files, directories, and URLs.1MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI harnesses to maintain a persistent memory layer backed by a local SQLite file, providing MCP tools to add, search, deprecate, and synchronize facts without deleting history.MIT
Matching MCP Connectors
Remote ChromaDB vector database MCP server with streamable HTTP transport
- Pryzm MemoryOAuth
Encrypted long-term memory shared across your AI assistants (Claude, ChatGPT, Perplexity).
- Load compact Obsidian project memory before starting work to supply context for bug fixes, feature development, and project health reviews.MIT
- Checks whether a repository is linked to an Obsidian project memory pack and lists missing standard notes.MIT
- Find and track issues and discussions in private GitHub repositories using GitHub Issue Search syntax. Streamline task management and collaborative project workflows with accurate results.MIT
- Run a demo to set up ChromaDB with LangChain, index sample texts, and query vector search results.MIT
- Retrieve relevant memory snippets from past Roundtable session notes in your Obsidian Vault by searching with keywords or topics.MIT
- Execute HTTP requests to external APIs by specifying URL, method, headers, and data for integrating with web services.MIT
- Index Obsidian vault markdown files into the memory bank for fast retrieval. Use the reindex action to trigger a full reindex or status to view vault configuration and indexed chunk counts.MIT
- Search Obsidian-wikilink nodes in the project memory graph for keywords or topics, enabling quick discovery of relevant project information before scanning raw code.-
- Search ChromaDB collections via semantic vector similarity, automatically embedding text queries to find related results.-
- Upsert text documents with embeddings into a ChromaDB collection, specifying unique IDs and optional metadata, with environment support.-
- Generate production-ready RAG architecture blueprints with vector DBs (ChromaDB, Qdrant, Pinecone), local LLMs (Ollama, vLLM), and LangGraph/LangChain orchestration for any target use case.MIT
- Search GitHub issues and discussions in your Obsidian vault repository to track tasks, manage projects, and enhance collaborative knowledge work using structured queries.MIT
- Lists all memory volumes (projects) accessible by your API key, each serving as an independent memory space for persistent memory management.MIT
- Assess aggregated pre-flight trust across all tools on an MCP server to decide if the server is worth integrating. Returns verdicts including UNVERIFIED for unprobed tools.MIT
- Analyze an Obsidian vault's corpus to extract recurring palette, naming, recipe-shape, and parameter patterns, then distill them into a style memory file for consistent conventions.MIT