Project Synapse is an MCP (Model Context Protocol) server that combines a Neo4j 2026.x graph database with an Obsidian Markdown wiki to create a
Project Synapse is an MCP (Model Context Protocol) server that combines a Neo4j 2026.x graph database with an Obsidian Markdown wiki to create a persistent
pip install uv) - Obsidian with the Git community plugin - A GitHub repo for the wiki vault (can be private) - Node.js + defuddle (for web content fetching — see below)sentence — transformers** (default) — runs on GPUCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| ingest_text | Process text through semantic pipeline → Neo4j |
| query_knowledge | Vector semantic search with insight-first results |
| explore_connections | Graph traversal for hidden relationships |
| generate_insights | Autonomous Zettelkatten pattern detection |
| analyze_semantic_structure | Montague Grammar semantic analysis |
| wiki_fetch_url | Fetch URL → defuddle clean → ingest → archive to Clippings/ |
| wiki_ingest_raw | Ingest file from raw/ → Neo4j + auto-move to Clippings/ |
| wiki_write_page | Create/update wiki page with frontmatter (updates index write-through) |
| wiki_read_page | Read a wiki page by path supporting mode (meta, excerpt, full) |
| wiki_search | Keyword search across wiki pages returning excerpts and snippets |
| wiki_list_pages | List pages in a subdirectory with paginated limit, offset, and tag filters |
| wiki_update_index | Rebuild the wiki index (index.md) |
| wiki_sync_index | Manually sync/refresh the DuckDB page index database from disk |
| wiki_lint | Health check: orphans, broken links, missing/invalid frontmatter (runs via SQL) |
{
"mcpServers": {
"project-synapse": {
"command": "uv",
"args": [
"--directory",
"/path/to/project-synapse-mcp",
"run",
"python",
"-m",
"synapse_mcp.server"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
pip install uv) - Obsidian with the Git community plugin - A GitHub repo for the wiki vault (can be private) - Node.js + defuddle (for web content fetching — see below)Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.