FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

Surgical queries against an Obsidian / vault knowledge graph. Loads a graph.json (NetworkX node-link format) once at startup and answers targeted questions without making Claude read a 50K-line graph report.

People who work with fastmcp, graph query and networkx and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Python.

VERIFIED ACTIVE

LAST COMMIT 2026-09-09 · ★ 2 · #151 OF 160 MAINTAINED PRODUCTIVITY · VERIFIED 2026-09-18

MIT · Python servers · how we verify → /methodology

01 · Install FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

before you install - you'll need

GRAPH_JSON_PATH

Environment variables documented in the project's README - it lists which are required and which have defaults.

Claude Desktop

Settings → Extensions → Install, then select the https://github.com/adelaidasofia/graph-query-mcp/releases/download/v0.1.0/graph-query-mcp.mcpb .mcpb bundle

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as Claude Desktop extension (.mcpb bundle)

license MIT - declared in the repository

registry namespace io.github.adelaidasofia is GitHub-verified and matches the repo owner

03 · What FastMCP server for surgical queries against a vault knowledge graph (NetworkX no can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.1.0 · 2026-05-20

Canonical Anthropic MCP bundle for graph-query-mcp. · Install in Claude Desktop: double-click the .mcpb file. · Discoverable via registry.modelcontextprotocol.io at io.github.adelaidasofia/graph-query-mcp. · Generated…

04 · Who maintains FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

FastMCP server for surgical queries against a vault knowledge graph (NetworkX no is maintained by adelaidasofia. We track 18 MCP servers from adelaidasofia - 18 actively maintained, 16 combined GitHub stars, oldest repo from Apr 2026. Full record: all servers from adelaidasofia.

  1. FastMCP server for Apollo FastMCP server for Apollo.io - 22 tools: sequences, campaign health, mailbox warmup, enrichment,… ★ 3
  2. Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets - 61 tools, token Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets - 61 tools, token-efficient, macOS… ★ 3
  3. macOS-only MCP server that exposes iMessage chat macOS-only MCP server that exposes iMessage chat.db to Claude and exports per-chat history to an… ★ 2
  4. instagram-mcp Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs. ★ 4

05 · Facts

repository
github.com/adelaidasofia/graph-query-mcp
category
productivity - ranked #151 of 160 actively-maintained productivity servers as of 2026-09-18.
registry
io.github.adelaidasofia/graph-query-mcp (active, first published 2026-05-20)
packages
mcpb:https://github.com/adelaidasofia/graph-query-mcp/releases/download/v0.1.0/graph-query-mcp.mcpb

06 · FastMCP server for surgical queries against a vault knowledge graph (NetworkX no FAQ

What is FastMCP server for surgical queries against a vault knowledge graph (NetworkX no?

Surgical queries against an Obsidian / vault knowledge graph. Loads a graph.json (NetworkX node-link format) once at startup and answers targeted questions without making Claude read a 50K-line graph report.

Is FastMCP server for surgical queries against a vault knowledge graph (NetworkX no still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-09. We re-verify nightly.

07 · Alternatives to FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

Alternatives to FastMCP server for surgical queries against a vault knowledge graph (NetworkX no

Maintained productivity servers if FastMCP server for surgical queries against a vault knowledge graph (NetworkX no isn't the fit.

  1. Reactive Resume Free open-source resume builder with remote MCP tools for resumes and job applications. ★ 43,123 · 2026-09-17
  2. Kaneo Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients ★ 9,115 · 2026-09-17
  3. Praison AI AI Agents Framework with Self Reflection and MCP support ★ 9,069 · 2026-09-18
  4. Basic Memory Local-first knowledge management with bi-directional LLM sync via Markdown files. ★ 3,986 · 2026-09-16
  5. Mindwtr Task and project automation for local and self-hosted Mindwtr Cloud data; read-only by default. ★ 2,063 · 2026-09-18
  6. Pm Claude Skills 1174 professional Agent Skills + workflow recipes - searchable & fetchable over MCP. ★ 1,369 · 2026-09-17

Pairs well with

Servers that cover what FastMCP server for surgical queries against a vault knowledge graph (NetworkX no doesn't - only shown when the pairing reason fits the companion.

  1. Agent Swarm → communication companion communication · ★ 806
  2. Agent Phone → communication companion communication · ★ 121
  3. Emailmd → email companion email · ★ 1,373
  4. Email MCP → email companion email · ★ 111

More productivity MCP servers · Windows Management · Better Notion · Joplin MCP Server · Gtasks MCP · Aman Amith Shastry Scientific Computation MCP

More Python MCP servers · macOS-only MCP server that exposes iMessage chat · Instagram MCP (adelaidasofia) · Librecrawl - Technical SEO Audit MCP Server · Canvas MCP (admin978) · Fiftyone MCP Server · see all