io.github.tigergraph/tigergraph-mcp
TigerGraph
Is the TigerGraph MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-14.
Explore and evolve TigerGraph schemas, run GSQL and Cypher, load data, and search vector embeddings.
alive probed 2026-11-14
- Run it
- uvx tigergraph-mcp@1.0.4 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- TigerGraph-MCP 1.0.4
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- 4.7 % of a 1M context window
- Count
- 47k tokens in Claude Opus 5.5, exact, measured 2026-11-14. With the Claude Code prefix mcp__…__ on each tool name: 48k. The o200k_base estimate is 27k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/tigergraph/tigergraph-mcp
- Registry
- active, updated 2026-11-14 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| tigergraph__create_loading_job | 2 098 | 1 190 | 4 % |
| tigergraph__add_nodes | 1 525 | 865 | 3 % |
| tigergraph__add_node | 1 488 | 844 | 3 % |
| tigergraph__run_query | 1 412 | 801 | 3 % |
| tigergraph__create_graph | 1 343 | 762 | 3 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
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- MSGraph MCP io.github.timfurlong/msgraph-mcp · alive
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Servers that mention embeddings or explore.
- Axon NeuroAutomata ai.axonagentic/neuroautomata · needs auth
- ai.myriade/myriade · needs auth
- ScoreIA Open Labyrinth ai.scoreia/open-labyrinth · alive
- ai.smithery/BigVik193-reddit-user-mcp · not found
- ai.switchapp/switch · alive
- ai.smithery/Phionx-mcp-hello-server · not found
- ai.smithery/afgong-sqlite-mcp-server · not found
- ai.smithery/arjunkmrm-ahoy2 · not found
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.