{"slug":"kilhubprojects/memory-mesh","name":"MCP Memory-mesh","description":"An MCP server that gives Claude Code persistent memory across sessions (open source, SQLite)","category":"memory","tags":[],"official":false,"stars":4,"transport":"stdio","install":[{"cmd":"pip install memorymesh-mcp","imports":[]}],"tools":[{"name":"search_memory","description":"Hybrid search over all indexed content. Returns path, preview, score, file type, source, and optional extended_preview for wider context."},{"name":"list_sources","description":"List all configured sources with file counts and index status."},{"name":"get_document","description":"Read the full content of an indexed file (up to 1 MB by default)."},{"name":"index_now","description":"Force immediate re-index of a file or directory, bypassing the watcher."},{"name":"ask_memory","description":"RAG: retrieves relevant passages and sends them to a local Ollama model for a grounded answer. Requires Ollama running locally."},{"name":"pin_memory","description":"Pin a chunk to the hot tier — never demoted, never score-decayed."},{"name":"forget_memory","description":"Suppress a chunk from future search results without deleting the source file."},{"name":"query_timeline","description":"Query the episodic event log: what was retrieved / indexed in the last N days?"},{"name":"sync_source","description":"Pull and index documents from a configured external connector (Jira, Notion, GitHub…)."},{"name":"get_entity","description":"Look up a named entity (person, project, concept) and its associated chunk IDs."},{"name":"related_documents","description":"Find documents semantically similar to the given file path."},{"name":"search_by_date","description":"Search indexed chunks by last-modified date range."},{"name":"forget_source","description":"Remove all indexed data for a named source from the index."},{"name":"summarize_source","description":"Generate a brief summary of the most recent content in a source (requires Ollama)."},{"name":"graph_memory","description":"Return the entity co-occurrence knowledge graph as nodes and edges."}],"env_vars":[],"auth_type":"none","github":"https://github.com/kilhubprojects/memory-mesh","homepage":"","server_url":"","status":"active","source":"mcpservers.org","updated_at":"Thu May 28"}