com.mcparmory/ragie
Ragie
Ingest, manage, and retrieve documents for RAG-powered AI applications
alive probed 2026-10-19
52tools
≈ 14ktokens, estimate
≈ 6.9 %of Claude's 200k window
9.6×the median server
8.3 sto initialize
455 msto list tools
- Run it
- uvx mcparmory-ragie==1.0.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- Ragie 4.1.1
- Capabilities
- logging, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- ≈ 1.4 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/mcparmory/registry
- Registry
- active, updated 2026-05-12 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| create_authenticator_connection | 1 901 | 14 % |
| create_connection | 1 322 | 10 % |
| create_oauth_redirect_url | 662 | 5 % |
| ingest_document_from_url | 563 | 4 % |
| create_document | 521 | 4 % |
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. Its 5 most expensive tools are 36 % of the cost. 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.
- The Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.