Epistemic Integrity Framework (EIF) is answering right now. Last checked 5 min ago. Last commit 6 Nov 2026.
Runtime gate for AI agent claims. Catches sycophantic drift, circular self-validation, causal errors
We read the source, 2 d ago · rules 995398eba69f
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
result = subprocess.run(
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.
claude mcp add eif --transport sse https://eif.leocelis.com/sse
https://eif.leocelis.com/sse
[mcp_servers.eif]
url = "https://eif.leocelis.com/sse"
{
"mcpServers": {
"eif": {
"url": "https://eif.leocelis.com/sse"
}
}
}
{
"servers": {
"eif": {
"type": "sse",
"url": "https://eif.leocelis.com/sse"
}
}
}
This endpoint answered with an authorization challenge. The server is running, but it did not say what kind of credentials it expects.
This server publishes 1 more address. The block above uses the one we reach during checks; the full list is under Endpoints below, and the author may intend a particular one for your client.
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://eif.leocelis.com/sse | sse | needs auth | 639 ms | 5 min ago |
| https://eif.leocelis.com/mcp | streamable-http | needs auth | 644 ms | 5 min ago |
Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
Email verification for AI agents — verify, clean & validate emails; self-onboard + crypto pay
Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit releases.
Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.
Deterministic verification for AI coding agents: catches invented APIs and wrong calls.
Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify LLM output.
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Answers built from our own checks of this server.