Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX. Connect the official Agentic RL: Credit Assignment and CLI Agents MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http agentic-rl-credit-assignment-and-cli-agents https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/Run in your terminal, then restart Claude Code.
Agentic RL: Credit Assignment and CLI Agents · https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “Agentic_RL_list_sources”: List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation an.”
“Use “Agentic_RL_search_evidence”: Search original papers on agentic reinforcement learning, credit assignment and CLI agents. Use English keywords (AND), OR and quoted phrase.”
“Use “Agentic_RL_fetch_evidence”: Fetch a complete original evidence block by the evidence_id returned from search_evidence, including section anchor, version, equations, tab.”
“Use “Agentic_RL_dataset_overview”: Inspect ShellOps and ShellOps-Pro task counts, train/test splits, task types, published schemas, source files, license and citation.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Agentic RL: Credit Assignment and CLI Agents holds up.
Operated by Agentic RL: Credit Assignment and CLI Agents (huggingface.co) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If Agentic RL: Credit Assignment and CLI Agents adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose Agentic RL: Credit Assignment and CLI Agents in the gate directory. No sign-in needed.
Agentic RL: Credit Assignment and CLI Agents's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
Agentic_RL_list_sources — List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation an
Agentic_RL_search_evidence — Search original papers on agentic reinforcement learning, credit assignment and CLI agents. Use English keywords (AND), OR and quoted phrase
Agentic_RL_fetch_evidence — Fetch a complete original evidence block by the evidence_id returned from search_evidence, including section anchor, version, equations, tab
Agentic_RL_dataset_overview — Inspect ShellOps and ShellOps-Pro task counts, train/test splits, task types, published schemas, source files, license and citation.
Agentic_RL_search_tasks — Find real ShellOps CLI benchmark tasks by case-insensitive literal substring in the complete instruction, task ID or published task type. Em
Agentic_RL_get_task — Inspect one published ShellOps or ShellOps-Pro task by its exact task_id and partition ('shellops' or 'shellops_pro'). Returns the complete
Agentic_RL_list_method_facets — List exact filter values for agent RL credit granularity, supervision, value critics and evaluation settings. Each value reports its source-
Agentic_RL_filter_methods — Filter agent RL credit-assignment methods by research conditions and return original section evidence and BibTeX. Discover accepted values w
https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/Yes — Agentic RL: Credit Assignment and CLI Agents operates its own remote MCP server at hoyant-su-agentic-rl.hf.space. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick Agentic RL: Credit Assignment and CLI Agents in the directory. No account or sign-in is needed. From then on, Agentic RL: Credit Assignment and CLI Agents's tools are available in every client you've connected to gate.
No. Agentic RL: Credit Assignment and CLI Agents runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect Agentic RL: Credit Assignment and CLI Agents in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up Agentic RL: Credit Assignment and CLI Agents in: Claude · Claude Code · ChatGPT · Cursor · VS Code
One URL. All MCPs. Full control. Free to start.
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