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Fail Modes
Documenting AI and LLM failure modes so engineers can understand, detect, evaluate, and mitigate them with shared language.
https://failmodes.comOpens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://www.failmodes.com/api/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 18, 2026 · www.failmodes.com
4tools discovered
Search Failure Modes
Search the Fail Modes taxonomy by symptom text or keyword phrase.
Get Failure Mode
Retrieve the full structured record for a single failure mode by its ID slug (e.g.
List Categories
List all taxonomy categories with their IDs, names, descriptions, and mode counts.
List Modes
List failure modes, optionally filtered to a single category by category ID.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsDocumenting AI and LLM failure modes so engineers can understand, detect, evaluate, and mitigate them with shared language.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
MCPBundles probed 4 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
Operate Fail Modes? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.
Other MCP servers in this category from the directory index
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
MCPBundles is an independent platform built on the open Model Context Protocol standard. Not affiliated with Anthropic PBC or Claude.
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91 tools