Search / space.hf.hoyant-su-agentic-rl/agentic-rl
protogridR0· no sign-inFilter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX.
v1.1.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"agentic-rl": {
"type": "http",
"url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
}
}
}claude mcp add --transport http agentic-rl https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/[mcp_servers.agentic-rl]
url = "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"agentic-rl": {
"type": "remote",
"url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/",
"enabled": true
}
}
}{
"mcpServers": {
"agentic-rl": {
"type": "http",
"url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agentic-rl&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vaG95YW50LXN1LWFnZW50aWMtcmwuaGYuc3BhY2UvZ3JhZGlvX2FwaS9tY3AvIn0%3D"
}{
"servers": {
"agentic-rl": {
"type": "http",
"url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
}
}
}{
"mcpServers": {
"agentic-rl": {
"httpUrl": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
}
}
}extensions:
"agentic-rl":
enabled: true
name: "agentic-rl"
type: streamable_http
uri: "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: Agentic_RL_search_evidence (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); Agentic_RL_fetch_evidence (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); Agentic_RL_list_method_facets (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 839 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-100% ~updated-41d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/ streamable-http | none | yes | 100% | 195 ms | 2025-11-25 | 2026-10-19 |
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_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_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 strings leave a facet unrestricted. Unknown critic status never matches no. Results use publication order without a relevance or quality ranking. |
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 reference answer/command, file-entry metadata, pinned parquet rows and workspace asset links. File content is available at the source links. No shell execution or solution verification is performed. |
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_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 table cells. |
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' or 'shellops_pro'; select published split 'all', 'train_src', 'train' or 'test'. Results are ordered by partition then task ID, with explicit pagination and no relevance scoring. The train subset is not double-counted. |
Schemas: list_tools.
{
"name": "space.hf.hoyant-su-agentic-rl/agentic-rl",
"title": "Agentic RL: Credit Assignment and CLI Agents",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/",
"type": "streamable-http"
}
],
"version": "1.1.0",
"websiteUrl": "https://huggingface.co/spaces/Hoyant-Su/Agentic-RL",
"description": "Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX."
}