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io.github.elyngved/failmodes

REMOTE · WWW.FAILMODES.COM · 2 COMPONENTS · SCANNED SEP 20

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

0 this week 82 Trust /100
Trust breakdown (7 categories)

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. How we score → Why this is hard to score →

Endpoint Security63
Transport & Reachability100
Schema Quality & AI Usability81
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 205 tokens (~51/item across 4 items; 4 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

How do I install the io.github.elyngved/failmodes MCP server?

io.github.elyngved/failmodes is a hosted endpoint at https://www.failmodes.com/api/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.

remote · www.failmodes.com

# add to Claude Code
claude mcp add --transport http elyngved-failmodes 'https://www.failmodes.com/api/mcp'
// .cursor/mcp.json
{
  "mcpServers": {
    "elyngved-failmodes": {
      "url": "https://www.failmodes.com/api/mcp"
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "elyngved-failmodes": {
      "type": "http",
      "url": "https://www.failmodes.com/api/mcp"
    }
  }
}
# ~/.codex/config.toml
[mcp_servers.elyngved-failmodes]
url = "https://www.failmodes.com/api/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "elyngved-failmodes": {
      "type": "remote",
      "url": "https://www.failmodes.com/api/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add elyngved-failmodes --url 'https://www.failmodes.com/api/mcp' --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  elyngved-failmodes:
    url: "https://www.failmodes.com/api/mcp"
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "elyngved-failmodes": {
      "Transport": "http",
      "Url": "https://www.failmodes.com/api/mcp"
    }
  }
}
# add to Vellum
assistant mcp add elyngved-failmodes -t streamable-http -u 'https://www.failmodes.com/api/mcp'
// mcp.json
{
  "mcpServers": {
    "elyngved-failmodes": {
      "type": "http",
      "url": "https://www.failmodes.com/api/mcp"
    }
  }
}

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

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 26 Aug 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 25 Aug 26 0
    • Stability: 0.97 → pass security
  • 24 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

  • 11 Aug 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 31 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 0

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Probed https://www.failmodes.com/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.failmodes.com CN=YR2,O=Let's Encrypt,C=US 11 Aug 2026 9 Nov 2026 RSA 2048 SHA256-RSA 66b18e838b1613d8be93fa4e61ed0b3460b
SANs: *.failmodes.com, failmodes.com
CN=YR2,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA 4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of www.failmodes.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
failmodes.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://www.failmodes.com/api/mcp Verified 200
http (plaintext) http://www.failmodes.com/api/mcp HTTPS enforced 308 https://www.failmodes.com/api/mcp
MCP tools · 4 exposed · ~205 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
get_failure_mode ~62

Retrieve the full structured record for a single failure mode by its ID slug (e.g. 'citation-hallucination', 'sycophancy').

NameTypeReqDescription
idstringyesThe failure mode ID slug, e.g. 'citation-hallucination'

No output schema declared.

No examples provided.

list_categories ~24

List all taxonomy categories with their IDs, names, descriptions, and mode counts.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_modes ~50

List failure modes, optionally filtered to a single category by category ID.

NameTypeReqDescription
categorystringOptional category ID to filter by, e.g. 'factuality'. Omit to list all modes.

No output schema declared.

No examples provided.

search_failure_modes ~69

Search the Fail Modes taxonomy by symptom text or keyword phrase. Returns ranked matches with id, name, category, and matched context.

NameTypeReqDescription
symptomstringyesSymptom phrase or keyword to search for, e.g. 'made up a citation' or 'refused to help after pushback'

No output schema declared.

No examples provided.

Common questions

What is the io.github.elyngved/failmodes MCP server?

io.github.elyngved/failmodes is an MCP server listed in the public MCP registry as io.github.elyngved/failmodes. MCP server for the Fail Modes taxonomy, a knowledge base of AI system failure modes. This page covers its hosted endpoint (https://www.failmodes.com/api/mcp).

Is the io.github.elyngved/failmodes MCP server safe to use?

io.github.elyngved/failmodes scores 82 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 io.github.elyngved/failmodes MCP server expose?

io.github.elyngved/failmodes exposes 4 tools: search_failure_modes, get_failure_mode, list_categories, list_modes. Their descriptions and schemas cost roughly 205 tokens of context every time the server is loaded.

Does the io.github.elyngved/failmodes MCP server require authentication?

No. We connected to io.github.elyngved/failmodes without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the io.github.elyngved/failmodes MCP server still maintained?

io.github.elyngved/failmodes is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.