# Mifori CertAgent Trust Oracle (remote · agent.mifori.com)

Live AI agent trust oracle: audit synthetic IQ, latency & JSON compliance via x402 or free tokens.

- Trust score: 78/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-24

## Components

- remote · `agent.mifori.com`: 78/100 (this document), [markdown](https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent.md), [page](https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent)

## Channel facts

- Endpoint: `https://agent.mifori.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-10-24.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 77/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1369 tokens (~195/item across 7 items; 4 tools + 3 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 30/100
  - Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - All 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.
  - An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Mifori CertAgent Trust Oracle MCP server?

Mifori CertAgent Trust Oracle is a hosted endpoint at https://agent.mifori.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http manuel-cubiko-mifori-cert-agent 'https://agent.mifori.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "manuel-cubiko-mifori-cert-agent": {
      "url": "https://agent.mifori.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "manuel-cubiko-mifori-cert-agent": {
      "type": "http",
      "url": "https://agent.mifori.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.manuel-cubiko-mifori-cert-agent]
url = "https://agent.mifori.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "manuel-cubiko-mifori-cert-agent": {
      "type": "remote",
      "url": "https://agent.mifori.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add manuel-cubiko-mifori-cert-agent --url 'https://agent.mifori.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  manuel-cubiko-mifori-cert-agent:
    url: "https://agent.mifori.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "manuel-cubiko-mifori-cert-agent": {
      "Transport": "http",
      "Url": "https://agent.mifori.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add manuel-cubiko-mifori-cert-agent -t streamable-http -u 'https://agent.mifori.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "manuel-cubiko-mifori-cert-agent": {
      "type": "http",
      "url": "https://agent.mifori.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-23 (score 78, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-21 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-19 (score 76, 0)

- [security] The server rewrote its instructions, which are the text every model session reads
- [security] Tool “get_agent_certificate” rewrote its description, which is the text the model reads
- [security] Tool “get_agent_leaderboard” rewrote its description, which is the text the model reads
- [security] Tool “submit_agent_feedback” rewrote its description, which is the text the model reads
- [security] Tool “verify_agent_reputation” rewrote its description, which is the text the model reads
- [functional] Schema quality: excellent → good
- [functional] Server version: 1.0.0 → 1.1.0
- [cosmetic] “get_agent_leaderboard” added an optional parameter “query”
- [cosmetic] “get_agent_leaderboard” added an optional parameter “tier”
- [cosmetic] “verify_agent_reputation” added an optional parameter “payer_wallet”
- [cosmetic] “verify_agent_reputation” added an optional parameter “public”
- [cosmetic] “verify_agent_reputation” added an optional parameter “target_bearer_token”
- [cosmetic] “get_agent_certificate” reworded the description of “agent_id”
- [cosmetic] “get_agent_leaderboard” reworded the description of “limit”
- [cosmetic] “submit_agent_feedback” reworded the description of “eval_id”
- [cosmetic] “submit_agent_feedback” reworded the description of “reported_issue”
- [cosmetic] “submit_agent_feedback” reworded the description of “suggested_metric”
- [cosmetic] “verify_agent_reputation” reworded the description of “agent_id”
- [cosmetic] “verify_agent_reputation” reworded the description of “payment_proof”
- [cosmetic] “verify_agent_reputation” reworded the description of “target_bot_url”
- [cosmetic] Tool “get_agent_leaderboard” changed its title: Get Verified Agent Leaderboard → Search & Get Verified Agent Leaderboard
- [cosmetic] Tool “submit_agent_feedback” changed its title: Submit Agent Audit Feedback & Telemetry → Submit Telemetry or Request Free Sandbox Audit Credit
- [cosmetic] Tool “verify_agent_reputation” changed its title: Verify Agent Reputation (x402 Audit) → Verify Agent Reputation (Multi-Protocol Audit)

### 2026-10-18 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-17 (score 75, 0)

- [security] Tool “get_agent_leaderboard” rewrote its description, which is the text the model reads
- [security] Tool “submit_agent_feedback” rewrote its description, which is the text the model reads
- [security] Tool “verify_agent_reputation” rewrote its description, which is the text the model reads
- [functional regression] Schema quality: 158 → 183
- [functional] Schema quality: good → excellent
- [functional] New tool “get_agent_certificate”
- [cosmetic] “submit_agent_feedback” reworded the description of “eval_id”
- [cosmetic] “verify_agent_reputation” reworded the description of “agent_id”
- [cosmetic] “verify_agent_reputation” reworded the description of “payment_proof”
- [cosmetic] “verify_agent_reputation” reworded the description of “target_bot_url”

### 2026-10-16 (score 75, 0)

- [functional improvement] Stability: unverified → 0.03
- [functional] The server now declares the “completions” capability
- [functional] The server now declares the “logging” capability
- [cosmetic] “verify_agent_reputation” added an optional parameter “agent_id”

### 2026-10-15 (score 75)

First indexed and scored.

## MCP tools (4)

### `verify_agent_reputation` (~498 tokens)

Verify Agent Reputation (Multi-Protocol Audit)

Executes a live multi-protocol audit against target_bot_url (supporting MCP JSON-RPC 2.0 initialize + tools/list + execution probe over HTTP/SSE, SEP-1649 MCP Server Cards, Google A2A Agent Cards, and Mifori Cognitive challenge-response endpoints; non-agent static REST URLs are strictly rejected with 0 points) to benchmark Synthetic IQ (0-100), steady-state latency, JSON schema compliance, and verified tool capabilities, returning an Ed25519 asymmetrically signed certificate (eval_id). Pass public=false to run a private/confidential audit that returns a signed certificate without publishing target_bot_url to the public leaderboard. Two-step parameter workflow: (1) call with target_bot_url alone (omitting payment_proof) for a free PAYMENT_REQUIRED_402 quote, or call submit_agent_feedback with eval_id='sandbox' to obtain a free single-use 'mfr_fbk_...' credit token without needing a prior dispute; (2) invoke with payment_proof set to a 'mfr_fbk_...' token or a verified $0.005 Base Mainnet USDC transaction hash ('0x...').

Input parameters:

- `agent_id` (string): Canonical decentralized identifier or semantic handle (e.g. 'did:mcp:deepwiki-public', max 128 chars).
- `payer_wallet` (string): Optional 0x... EVM wallet address that signed the Base Mainnet USDC transfer to cryptographically bind the x402 payment receipt to the sender.
- `payment_proof` (string): Single-use 'mfr_fbk_...' credit token (obtainable for free via submit_agent_feedback with eval_id='sandbox') or 66-character Base Mainnet USDC transaction hash ('0x...').
- `public` (boolean): If true (default), publishes the audit result to the public leaderboard. Set to false for a confidential/unlisted audit that returns a verifiable eval_id certificate without listing target_bot_url pu…
- `target_bearer_token` (string): Optional ephemeral Bearer token (held strictly in-memory, never stored or logged) to authenticate the audit probe against protected MCP servers or agents.
- `target_bot_url` (string, required): Public HTTPS/HTTP endpoint URL of the MCP server or autonomous AI agent to probe (e.g. 'https://mcp.deepwiki.com/mcp' or 'https://agent.mifori.com/v1/demo-agent').

Output parameters:

- `agent_id` (string|null): Optional semantic identifier or DID associated with the audited agent.
- `certagent_signature` (string): Asymmetric Ed25519 signature of the canonical audit certificate ('0x...').
- `error` (string): Error code or payment requirement description if audit was not completed.
- `eval_id` (string): Unique identifier (UUID) of the audit evaluation.
- `hallucination_detected` (boolean): Whether logical hallucination or non-agent static output was detected.
- `json_schema_compliant` (boolean): Whether the target agent returned a valid protocol/schema contract.
- `latency_ms` (number): Measured steady-state round-trip execution latency in milliseconds.
- `protocol_detected` (string): Detected agent protocol ('MCP 2.0', 'SEP-1649 MCP Card', 'Google A2A', 'Mifori Cognitive v1', or 'UNVERIFIED').
- `public` (boolean): Whether this audit is listed on the public leaderboard.
- `reliability_tier` (string): Assigned Mifori trust tier based on IQ and latency.
- `status` (string): Execution status ('VERIFIED', 'PAYMENT_REQUIRED_402', or 'ERROR').
- `synthetic_iq` (integer): Computed Synthetic IQ / protocol & schema quality score between 0 and 100.
- `target_bot_url` (string): Audited target agent URL.
- `verified_capabilities` (string): Summary of verified MCP tools, A2A skills, or cognitive benchmark result.

### `submit_agent_feedback` (~231 tokens)

Submit Telemetry or Request Free Sandbox Audit Credit

Persists machine-to-machine telemetry, score disputes, or initial sandbox credit requests in <100ms with no authentication or payment required, immediately granting 1 free single-use audit credit token ('mfr_fbk_...'). First-time evaluators without a prior audit or dispute can pass eval_id='sandbox' (or 'onboarding') and describe their intended evaluation in reported_issue to receive a legitimate free reward_token for verify_agent_reputation without fabricating a complaint.

Input parameters:

- `eval_id` (string, required): Pass 'sandbox' (or 'onboarding') to request a free initial evaluation credit token, or pass the UUID of an existing certificate from verify_agent_reputation / get_agent_leaderboard to report runtime…
- `reported_issue` (string, required): Non-empty description of your evaluation use case (when eval_id='sandbox') or technical telemetry/anomaly observation for an existing eval_id.
- `suggested_metric` (object): Optional key-value map of observed telemetry metrics or benchmark metadata (e.g. {'observed_latency_ms': 140, 'expected_iq': 96}).

Output parameters:

- `eval_id` (string): Referenced evaluation UUID or 'sandbox'.
- `feedback_id` (string): Unique identifier (UUID) for the recorded telemetry entry.
- `message` (string): Human and machine readable confirmation message.
- `reward_status` (string): Status of the 1 free audit credit reward.
- `reward_token` (string): Single-use credit token ('mfr_fbk_...') accepted as payment_proof in verify_agent_reputation.
- `status` (string): Submission status ('ACCEPTED' or 'ERROR').
- `timestamp` (string): ISO-8601 UTC timestamp of telemetry registration.

### `get_agent_leaderboard` (~229 tokens)

Search & Get Verified Agent Leaderboard

Queries a free, unauthenticated snapshot of verified MCP servers and autonomous AI agents deduplicated by endpoint and ordered by Synthetic IQ descending (0-100) and round-trip latency ascending (ms). Each entry includes protocol_detected ('MCP 2.0', 'Mifori Cognitive v1', etc.) and verified_capabilities (listing verified MCP tool names and server versions). Pass query (e.g. 'wiki', 'search', 'cloudflare', 'crypto', 'docs') to filter agents by tool capability, DID, or domain, and optionally filter by tier ('AAA', 'AA', 'B', 'REJECTED').

Input parameters:

- `limit` (integer): Maximum number of ranked agent records to return (integer 1-100, default 10).
- `query` (string): Optional capability, tool name, DID, or URL keyword filter (e.g. 'wiki', 'search', 'cloudflare', 'coingecko').
- `tier` (string): Optional reliability tier filter ('AAA', 'AA', 'B', or 'REJECTED').

Output parameters:

- `agents` (array): Ordered list of verified AI agents with IQ, latency, tier, protocol, and tools.
- `count` (integer): Number of leaderboard entries returned.
- `status` (string): Query execution status ('OK' or 'ERROR').

### `get_agent_certificate` (~223 tokens)

Get Agent Audit Certificate & History

Retrieves and cryptographically validates a signed audit certificate by eval_id (including private certificates created with public=false) or lists chronological public audit history for an agent_id in <50ms with no authentication, payment, or rate limits. Pass eval_id alone for an exact single-certificate lookup with asymmetric Ed25519 signature verification against Mifori's public key (/.well-known/jwks.json), or pass agent_id (a DID or target_bot_url) with limit (1-50, default 10) to inspect historical evaluations.

Input parameters:

- `agent_id` (string): Semantic agent DID (e.g. 'did:mcp:deepwiki-public') or target_bot_url to query chronological audit history.
- `eval_id` (string): UUID of a specific audit certificate to fetch and verify (e.g. 'cab449d2-9072-415d-a8fd-d3a51bd3d87d').
- `limit` (integer): Maximum number of historical certificates to return when querying by agent_id (integer 1-50, default 10).

Output parameters:

- `agent_id` (string|null): Semantic agent DID associated with the certificate.
- `certagent_signature` (string|null): Asymmetric Ed25519 cryptographic signature ('0x...').
- `certificates` (array): Chronological list of audit certificates (newest first).
- `count` (integer): Number of certificate records returned.
- `error` (string): Diagnostic message when status is NOT_FOUND or INVALID_ARGUMENTS.
- `eval_id` (string|null): Evaluation UUID of the primary or requested certificate.
- `issued_at` (string|null): ISO-8601 UTC timestamp of certificate issuance.
- `latency_ms` (number|null): Measured round-trip latency in milliseconds.
- `protocol_detected` (string|null): Detected protocol ('MCP 2.0', 'Mifori Cognitive v1', etc.).
- `reliability_tier` (string|null): Assigned trust tier ('AAA', 'AA', 'B', or 'REJECTED').
- `status` (string): Lookup status ('VALIDATED', 'HISTORY_OK', 'NOT_FOUND', 'INVALID_SIGNATURE', or 'INVALID_ARGUMENTS').
- `synthetic_iq` (integer|null): Measured Synthetic IQ score (0-100).
- `target_bot_url` (string|null): Audited target agent endpoint URL.
- `verified` (boolean): True if the certificate or latest audit has an intact Ed25519 signature and AAA/AA tier.
- `verified_capabilities` (string|null): Verified MCP tools or agent skills.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent#diagnostics

## Score history

- 2026-10-24: 78
- 2026-10-23: 78
- 2026-10-22: 77
- 2026-10-21: 77
- 2026-10-20: 76
- 2026-10-19: 76
- 2026-10-18: 76
- 2026-10-17: 75
- 2026-10-16: 75
- 2026-10-15: 75

## Common questions

### What is the Mifori CertAgent Trust Oracle MCP server?

Mifori CertAgent Trust Oracle is an MCP server listed in the public MCP registry as io.github.manuel-cubiko/mifori-cert-agent. Live AI agent trust oracle: audit synthetic IQ, latency & JSON compliance via x402 or free tokens. This page covers its hosted endpoint (https://agent.mifori.com/mcp).

### Is the Mifori CertAgent Trust Oracle MCP server safe to use?

Mifori CertAgent Trust Oracle scores 78 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Mifori CertAgent Trust Oracle MCP server expose?

Mifori CertAgent Trust Oracle exposes 4 tools: verify_agent_reputation, submit_agent_feedback, get_agent_leaderboard, get_agent_certificate. Their descriptions and schemas cost roughly 1,181 tokens of context every time the server is loaded.

### Does the Mifori CertAgent Trust Oracle MCP server require authentication?

No. We connected to Mifori CertAgent Trust Oracle without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Mifori CertAgent Trust Oracle MCP server still maintained?

Mifori CertAgent Trust Oracle is still listed as active in the MCP registry. We last reached this channel on 24 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://agent.mifori.com/mcp
- Website: https://agent.mifori.com/
- Changelog RSS feed: https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent.xml
- Changelog JSON feed: https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent.json
- HTML version of this page: https://verifymcp.io/servers/manuel-cubiko-mifori-cert-agent/agent