io.github.NellInc/saferagenticai-mcp is an MCP server with 12 tools an agent can call, among them find_patterns_for_task, get_cross_references, get_operational_heuristic. It answers at https://mcp.saferagenticai.org/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 20 October 2026, succeeded.
Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
find_patterns_for_task | Given a natural-language task description (e.g., 'I'm building a tool-using agent that runs shell commands'), return the most relevant patterns grouped by suite. Use this as a starting point for any cross-cutting design question; then follo Inputs: task, limit, verbosity |
get_cross_references | Return outgoing adjacencies for a pattern. `explicit_cross_references` are author-asserted (each pattern's `cross_references` YAML field). `inferred_adjacent` (when include_inferred=true) currently returns *same-suite siblings only* — it do Inputs: id, include_inferred |
get_operational_heuristic | Retrieve a single operational heuristic by id (e.g., 'OH::geoffrey-pattern'). Returns the full entry: principle, framework mapping, evidence sources from production deployment, design patterns, anti-patterns, and discovery narrative. Inputs: id |
get_requirement | Retrieve one subgoal (framework normative content + Pattern layer guidance) by pattern_id (e.g., 'D3::idx2::sandboxing') or display_id (e.g., 'D3.2'). display_id may resolve to multiple subgoals — underlined variants share display_ids. Inputs: id, include_pattern |
get_reverse_references | Return patterns that reference the given pattern_id in their cross_references. Complement to get_cross_references (outgoing); this shows incoming. Use to find all consumers of a given pattern. Inputs: id |
list_operational_heuristics | List operational heuristics distilled from production agentic AI deployment (Claude Code, Rewind). These are cross-cutting safety principles discovered through building and operating AI agents, mapped to framework suites. Optional filters: Inputs: suite_id, query |
list_requirements | List subgoals matching filters (suite_id, suite_type, content_type, min_confidence, missing_pattern_only). Results capped by limit (default 50, max 100). Inputs: suite_id, suite_type, content_type, min_confidence, missing_pattern_only, include_pattern |
list_suites | List all 16 suites in the SaferAgenticAI framework (9 drivers + 7 inhibitors) with subgoal counts and titles. Call this first to orient. |
list_unreviewed | Return patterns that have not been human-reviewed yet (no reviewed_by). Sorted low-confidence first, then needs_human_review flagged, then alpha. Use during Phase 3 review to pick the next pattern to examine. Inputs: limit |
resolve_id | Resolve a loose reference (partial id, display_id, slug fragment, or title keyword) to canonical pattern_id(s). Call this when you have a rough reference and need the exact id before calling get_requirement. Always returns candidates — neve Inputs: query, limit |
review_stats | Coverage stats: total patterns, reviewed %, per-suite and per-confidence breakdown. Surfaces load-time validation issue count. |
search_patterns | Field-weighted keyword search across the framework. Substring match on lowercased terms; field weights: title 10x, summary 4x, SFR text 3x, description 2x, pattern body 1x. `matched_in` reports the highest-weighted field that matched. No se Inputs: query, limit, verbosity |
Every block below points at https://mcp.saferagenticai.org/mcp. Pick your client and copy.
claude mcp add --transport http io-github-nellinc-saferagenticai https://mcp.saferagenticai.org/mcp
{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.saferagenticai.org/mcp"]
}
}
}{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"servers": {
"io-github-nellinc-saferagenticai": {
"type": "http",
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"context_servers": {
"io-github-nellinc-saferagenticai": {
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"serverUrl": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}name: io.github.NellInc/saferagenticai-mcp
version: 0.0.1
schema: v1
mcpServers:
- name: io.github.NellInc/saferagenticai-mcp
type: streamable-http
url: https://mcp.saferagenticai.org/mcp{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"httpUrl": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"type": "http",
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}{
"mcpServers": {
"io-github-nellinc-saferagenticai": {
"url": "https://mcp.saferagenticai.org/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.saferagenticai.org%2Fmcp&type=streamable_http&id=io-github-nellinc-saferagenticai&name=io.github.NellInc/saferagenticai-mcp
It answered our last check on 20 October 2026 in 1047 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
12, as returned by the server's own tools/list on 12 September 2026: find_patterns_for_task, get_cross_references, get_operational_heuristic, get_requirement, get_reverse_references, list_operational_heuristics, list_requirements, list_suites, and 4 more.
It answered our last check on 20 October 2026 in 1047 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.saferagenticai.org/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.nellinc. Endpoint host: mcp.saferagenticai.org. ARD identifier: urn:air:io.github.nellinc:mcp:saferagenticai-mcp.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.