mcpbeat Sign in

Epistemic Integrity Framework (EIF) MCP Server

answering

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

Uptime history 73 hours of history
73 hours agonow
100.0%
Uptime 24h
184 of 184 checks
—
Tools
hidden behind auth
644 ms
Response time
average over 24h
0
Stars
last commit 6 Nov 2026

What the code does

We read the source, 2 d ago · rules 995398eba69f

Capabilities

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.

This code can reach further than it looks

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.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.

run in your terminal
claude mcp add eif --transport sse https://eif.leocelis.com/sse
Settings → Connectors → Add custom connector, then paste this address
https://eif.leocelis.com/sse
~/.codex/config.toml
[mcp_servers.eif]
url = "https://eif.leocelis.com/sse"
.cursor/mcp.json
{
  "mcpServers": {
    "eif": {
      "url": "https://eif.leocelis.com/sse"
    }
  }
}
.vscode/mcp.json
{
  "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.

Endpoints

URLTransportStateLatencyChecked
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

Alternatives to Epistemic Integrity Framework (EIF)

same job, measured the same way
Marchward
by marchward

Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.

67 installs/wk local only
Laviya Agent Skills
by kartegagithub

Laviya AI Orchestration MCP runtime for IDE and agent integrations.

352 installs/wk local only
Verifly
by verifly

Email verification for AI agents — verify, clean & validate emails; self-onboard + crypto pay

17 tools answering
Helixar Security
by helixar

Security tools for AI agents: scan MCP servers, validate HDP delegation chains, audit releases.

2 tools answering
Horizon Fidelity Monitor
by leocelis

Tracks conversation health in real time — drift, desync, and causal collapse — for any AI agent.

answering
Honestcode
by fengrru

Deterministic verification for AI coding agents: catches invented APIs and wrong calls.

144 installs/wk local only
Boundaryai
by boundaryai

Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify LLM output.

answering
Understand Quickly
by looptech-ai

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

49 installs/wk local only

Epistemic Integrity Framework (EIF) — questions

Answers built from our own checks of this server.

Why is there no tool list for Epistemic Integrity Framework (EIF)?
The server answered our handshake with an authorization challenge, so it is running — but it will not describe its tools to an anonymous client. To see them you need to connect with your own credentials. We record it as alive, not as broken: 100.0% of checks in the last 24 hours got a reply.
Is Epistemic Integrity Framework (EIF) working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 184 of 184 checks got a reply (100.0%), average response time 644 ms. The bar chart above shows every period we have measured.
How do I connect Epistemic Integrity Framework (EIF)?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address. You will need your own credentials: it refuses anonymous clients.
Does Epistemic Integrity Framework (EIF) need an API key?
Yes. Every time we knock, Epistemic Integrity Framework (EIF) answers with an authorization challenge instead of its tool list — that is how we know it is running and gated rather than broken. Bring your own credentials and it will talk.
How fast is Epistemic Integrity Framework (EIF)?
It answers our handshake in 644 ms on average, which is faster than 15% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
Is Epistemic Integrity Framework (EIF) open source?
The code is open source: it is published under the MIT licence, written in Python and 0 stars on GitHub. The licence covers the code in the repository, not the hosted service at eif.leocelis.com, which runs on its operator's own terms.