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{
"mcpServers": {
"studio-moser-shelbymcp": {
"command": "npx",
"args": [
"-y",
"shelbymcp@0.2.4"
]
}
}
}GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.
This server does not declare environment variables.
Tools show up when the registry metadata or the repository README lists them. GitHub enrichment fills this in when a token is configured.
Knowledge-graph memory server for AI tools via MCP
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Session memory for coding agents: local-first recall, drift detection, on-device inference.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
Investment runtime for AI agents — LLM investment committee, portfolio ledger, decision accounting