shebe
Fast BM25 full-text search for code repositories with CLI and MCP integration for AI coding agents. Fast BM25 full-text search for code repositories with CLI and MCP integration for AI coding agents.. RAG bm25 claude-code cli code-search mcp modelcontextprotocol rust search. shebe-oss / shebe gitlab agent
Rank
57
Safety
79
Updated
Oct 9, 2026
Source
GitLab
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-shebe-oss-shebe/snapshot"
Documentation
GitLab
206 characters of source documentation, loaded on request.
io.github.Deesmo/arch-tools-mcp
63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.
io.github.cyanheads/reliefweb-mcp-server
Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
Primary Source Commodities
Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.
Crypto Data & Market Analysis Agent
One-call market verdict, plus funding, open interest, execution cost, volatility and macro
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Gitlab",
"href": "https://gitlab.com/shebe-oss/shebe",
"sourceUrl": "https://gitlab.com/shebe-oss/shebe",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:59.636Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-shebe-oss-shebe/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-shebe-oss-shebe/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:59.636Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-shebe-oss-shebe/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/gitlab-public-projects-shebe-oss-shebe/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.