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
458,941 tools. Updated 2026-08-17 04:46
"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
- Load compact Obsidian project memory before starting work to supply context for bug fixes, feature development, and project health reviews.MIT
Matching MCP Servers
- Alicense-qualityDmaintenanceProvides 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
- AlicenseBqualityDmaintenanceStores AI memories as Markdown files for visualization in Obsidian's graph view, allowing users to create knowledge graphs with entities, relations, and observations.931MIT
Matching MCP Connectors
Remote ChromaDB vector database MCP server with streamable HTTP transport
Persistent long-term memory for AI agents: semantic search, knowledge graph, and task canvas.
- Checks whether a repository is linked to an Obsidian project memory pack and lists missing standard notes.MIT
- Run a demo to set up ChromaDB with LangChain, index sample texts, and query vector search results.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.
- 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
- Move files to .trash/ for safe soft deletion in Obsidian. Get warnings about broken incoming links to avoid breaking references.MIT
- Find project facts, decisions, and patterns using ranked full-text search across SQLite and file memories, with optional Obsidian integration and progressive detail levels.MIT
- Query your Obsidian vault using Dataview DQL and receive structured results as tables, lists, tasks, or calendar events.Apache 2.0
- Export project session memory to local files for data portability. Supports JSON, Markdown, or Obsidian/Logseq vault formats.Apache 2.0
- Export a stored memory as a Markdown note for reading, editing, or archiving. Provide the memory id and project; returns the file path.AGPL 3.0
- Export the dependency graph to GraphML, Cypher, or Obsidian formats for analysis in external tools like Neo4j, NetworkX, or Obsidian.MIT
- Merge a branch into the current branch, integrating commits with or without a merge commit. Use to bring a feature branch back into its base or squash work into a single commit.MIT