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MCP live MCP 2025-11-25 streamable-http

Agentic RL: Credit Assignment and CLI Agents

space.hf.hoyant-su-agentic-rl/agentic-rl

Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX.

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
892ms
last probe
Tools
8
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
8 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
8 items in total; 3 or more earns these points.
pass Describes itself 10/10
98 characters; more than 30 earns these points.

Tools · 8

Agentic_RL_list_sources

List original papers and retrieval coverage. Discover source-linked comparisons of credit assignment, agent memory, selective observation and terminal benchmarks, with JSON, CSV and BibTeX links.

Agentic_RL_search_evidence

Search original papers on agentic reinforcement learning, credit assignment and CLI agents. Use English keywords (AND), OR and quoted phrases. Return relevant passages, source citations, equations and…

Agentic_RL_fetch_evidence

Fetch a complete original evidence block by the evidence_id returned from search_evidence, including section anchor, version, equations, table cells, links, and attribution.

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. Empty query lists all tasks. Select partition 'all', 'shellops…

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 instruction, actual reward specification, published referenc…

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-supported method count.

Agentic_RL_filter_methods

Filter agent RL credit-assignment methods by research conditions and return original section evidence and BibTeX. Discover accepted values with list_method_facets. Filters combine with AND; empty stri…

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "agentic_rl:_credit_assignment_and_cli_agents": {
      "url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/",
      "transport": "streamable-http"
    }
  }
}