io.github.jcode-works/ragmir
Ragmir
Is the Ragmir MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-14.
Cited local retrieval for agents: search code, PDFs, and Office files with exact citations.
alive probed 2026-11-14
4tools
1.1ktokens in Claude Opus 5.5
0.6 %of Claude's 200k window
0.5×the median server
814 msto initialize
9 msto list tools
- Run it
- npx -y @jcode.labs/ragmir@6.6.0 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- ragmir 6.6.0
- Capabilities
- resources, tools
- Instructions
- 606 characters
- Of a 1M window
- 0.1 % of a 1M context window
- Count
- 1.1k tokens in Claude Opus 5.5, exact, measured 2026-11-14. With the Claude Code prefix mcp__…__ on each tool name: 1.2k. The o200k_base estimate is 609. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/jcode-works/jcode-ragmir
- Website
- https://ragmir.com
- 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, 1.86×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| ragmir_search | 620 | 333 | 55 % |
| ragmir_expand | 216 | 116 | 19 % |
| ragmir_audit | 169 | 91 | 15 % |
| ragmir_status | 128 | 69 | 11 % |
Compare this server with others.
More servers
Other registry entries on npmjs.com, the ones next to this name; all of them.
- DopamineDesk x402 Marketplace io.github.jblaz6335/ai-data-marketplace · needs network
- io.github.jbobbink/glippy-mcp · alive
- io.github.jbrand0n/market-intelligence-mcp · alive
- io.github.jcislo/moltalyzer-mcp · crashed on start
- Pincushion io.github.jcooley8/pincushion · alive
- Townspace / MapApp io.github.jdr377/mapapp-agent-connector · crashed on start
- io.github.jeanlopezxyz/mcp-alertmanager · alive
- io.github.jeanlopezxyz/mcp-prometheus · alive
Servers that mention citations or retrieval.
- AI-Advisors ai.ai-advisors/mcp · needs auth
- AwardCast Federal Contracts ai.awardcast/federal-contracts · alive
- ai.byteask/embedded-docs · alive
- DirectCase Legal Search ai.directcase/directcase · needs auth
- DocuGuru ai.docuguru/docuguru · TLS error
- Decision Log ai.decisionlog/mcp · alive
- Edgepedia ai.edgechat/edgepedia · alive
- Hyperresearch ai.hyperresearch/hyperresearch · needs auth
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
- The server answers initialize and tools/list. Nothing to fix.