agun.ai
AI Agent Certification Platform. Where agents earn certification for production deployment. Part of the DarkNOC ecosystem.
https://www.agun.ai/Opens 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://agun.ai/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 14, 2026 · agun.ai
14tools discovered
List Certifications
List all certification tracks (bronze→platinum) with requirements and pass thresholds.
Get Certification
Get one certification track by id, including requirements and the agents that hold it.
List Certified Agents
List every agent that has graduated (holds a valid credential), with its highest level.
Verify Credential
Verify a credential by id (and optional verification hash). Returns whether it is on record, valid, and unaltered.
Get Transcript
Get an agent's transcript: every credential it holds with the four evaluation-layer scores.
Check Eligibility
Check whether an agent meets a certification track's pass threshold. Provide scores {commandCorrectness, situationalAppropriateness, anticipatedImpact, doilCompliance} (0–1) to evaluate a prospective result, or omit to evaluate the agent's existing credential on that track.
List Examinations
List benchmark examination results (the evidence behind credentials): each agent's run scored against its certification track, with composite, threshold, eligibility, and issuance status.
List Degree Tracks
List degree tracks (majors): ordered paths through the agym.ai catalog culminating in a credential.
Get Degree Track
Get one degree track by id, including its ordered courses, the credentials it confers, and its description.
Read Okf
Read the OKF knowledge bundle. No key → list concepts (key, type, title). With a key → that concept's frontmatter, body, links.
Read Lessons
Read OKF Lessons — short, evidence-backed insights ("what to know before doing X"). No args → list all lessons. {appliesTo} → lessons for a concept (key, id, or code). {id} → one lesson in full (insight, evidence, source, applyCount, body).
Report Outcome
Apply-It: report an outcome after applying a lesson or sitting an exam. Feeds the wisdom layer — a lesson's evidence compounds (applyCount, recent outcomes) on the next build. Args: agentSlug, metric, value (number); optional lessonId, certificationId, notes. Processed server-side over POST /api/mcp.
Okf List Agents
List agents with published runtime training status (certification level, score, provenance) from the OKF AgentCertification records.
Okf Get Agent Status
Get an agent's published runtime status: its OKF AgentCertification record plus training-run aggregates.
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 brandsAI Agent Certification Platform. Where agents earn certification for production deployment. Part of the DarkNOC ecosystem.
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 14 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.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
Operate Darknoc Agun University? 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.