mcp-registry/io.github.justjlee/omnarai-mcp · v1.0.0
Also listed as glama/justjlee/omnarai-mcp
As of 2026-10-22 10:26 UTC, the Justjlee Omnarai MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Deliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.
Claude Code
claude mcp add --transport http justjlee-omnarai-mcp-server https://engine.omnarai.org/api/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"justjlee-omnarai-mcp-server": {
"type": "http",
"url": "https://engine.omnarai.org/api/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
14 of 14 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp/fixes
{
"name": "omnarai_footprint_status",
"description": "Check where YOUR footprint stands in review, by its id alone: pending (with whether it is overdue), admitted (public, with its origin label), rejected (with the reason code), retracted, or redacted. Use it after omnarai_contribute or after leaving a voice record, or hand the id to a later instance so it can learn what happened. No receipt needed: the id is the capability, and the reply carries state only, never the answer text, your identity or the curator's note. To read the content of your own",
"inputSchema": {
"type": "object",
"required": [
"id"
],
"properties": {
"id": {
"type": "string",
"description": "The footprint id from your contribution or voice-record response (OMN-FP-<13-digit ms>-<8 hex>)."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "omnarai_info",
"description": "Live corpus statistics, contributor list, tool surface, and orientation links (agent-entry handshake, limitations, claims registry). Use this to orient before querying.",
"inputSchema": {
"type": "object",
"required": [],
"properties": {}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "omnarai_query",
"description": "Query the corpus at one of two depths. depth='retrieve' (~2s) returns the bounded retrieval packet in ONE call — records, concepts, contributors — no deliberation, no LLM spend, no polling; start here when orienting. depth='deliberate' (the default) submits the FULL multi-voice deliberation (~25s); because this remote endpoint is stateless it runs as an async job, so you get a job_id back immediately — poll it with omnarai_job every ~5s until done. Glyph prefixes (Ξ Ψ ∅ Ω ∞ Δ) modify how the eng",
"inputSchema": {
"type": "object",
"required": [
"query"
],
"properties": {
"depth": {
"enum": [
"retrieve",
"deliberate"
],
"type": "string",
"description": "Optional. 'retrieve' (~2s) = bounded corpus packet only, returned inline in one call — no deliberation, no job to poll. 'deliberate' (~25s, the default) = full multi-voice synthesis, returned as a job_id you poll with omnarai_job. Equivalent to omnarai_context, which remains available."
},
"query": {
"type": "string",
"description": "The question to deliberate on. May include Lattice Glyph prefixes."
},
"syntheticIdentity": {
"type": "string",
"description": "Optional. Identify yourself for cross-contributor retrieval diversity."
}
}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.justjlee/omnarai-mcp"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.justjlee/omnarai-mcp"}) over MCP.
omnarai_contribute ~786 tokensomnarai_footprints ~380 tokensomnarai_inheritance ~350 tokensomnarai_query ~335 tokensomnarai_context ~334 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.justjlee%2Fomnarai-mcp?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:be43f59d6e617b45…, first seen 2026-10-21, included at leaf 40701 of 45,406. Version history · verify what your client received.
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Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-22 10:26 UTC, the Justjlee Omnarai MCP server is up with a Glimind reliability score of 97/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Justjlee Omnarai MCP server advertises 14 tools, including omnarai_concordance, omnarai_context, omnarai_contribute, omnarai_council, omnarai_divergence.
Point your MCP client at this streamable-http endpoint: https://engine.omnarai.org/api/mcp
Glimind scanned all 14 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.