--- bezeichner: "io.github.n24q02m/better-code-review-graph" art: "mcp_server" slug: "io-github-n24q02m-better-code-review-graph" paketkoordinate: "pypi:better-code-review-graph" status: "aktiv" homepage: "https://github.com/n24q02m/crg.git" erhebungsstand: "2026-10-06T01:17:01.689Z" namensraum: "io.github.n24q02m" registerseite: "https://tracevero.com/mcp/io-github-n24q02m-better-code-review-graph" abgerufen_am: "2026-10-11" zugangsdaten_erforderlich: false ausfuehrungsort: "lokal" dateisystem_pfadargument: false quelloffen_einsehbar: true einsatzgebiet: "gedaechtnis" roh_beschreibung: "Token-efficient code review knowledge graph: semantic search and call-graph resolution." version: "3.29.6" roh_umgebungsvariablen: "EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL" roh_geheime_pflichtvariablen: "" roh_transportarten: "stdio" roh_pfadargumente: "" roh_repository_url: "https://github.com/n24q02m/crg.git" roh_paketquellen: "pypi" roh_geheime_pflichtkopfzeilen: "" roh_pfad_umgebungsvariablen: "" roh_remote_adressen: "" roh_remote_hosts: "" roh_statusmeldung: "" roh_veroeffentlicht_am: "2026-09-29" roh_aktualisiert_am: "2026-09-29" roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json" roh_bereitstellungsform: "paket" roh_repository_quelle: "github" roh_repository_unterordner: "" roh_paketbezeichner: "better-code-review-graph" roh_paketversionen: "3.29.6" roh_laufzeithinweise: "uvx" roh_umgebungsformate: "" roh_umgebungsbeschreibungen: "COHERE_API_KEY=Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route · EMBEDDING_API_BASE=Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded. · EMBEDDING_BACKEND=DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead. · EMBEDDING_MODELS=Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX · LLM_API_BASE=Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded. · LOCAL_EMBEDDING_DIM=Required positive output dimension for an external local embedding ID without a manifest · LOCAL_EMBEDDING_MODEL=Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json · LOCAL_EMBEDDING_MODEL_FILE=ONNX file path inside a manifest-backed local embedding directory · LOCAL_EMBEDDING_NORMALIZE=Explicit L2 normalization for an external local embedding ID without a manifest · LOCAL_EMBEDDING_POOLING=Explicit pooling for an external local embedding ID without a manifest · LOCAL_RERANK_MODEL=Fastretrieval TextCrossEncoder model ID; empty = reranking disabled · OPENROUTER_API_KEY=Credential for explicitly selected OpenRouter completion models · SUMMARY_MODEL=DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead. · SUMMARY_MODELS=Summarizer model selection; first provider/model entry only, no fallback; empty = disabled" roh_symbolformate: "" roh_verbindungswege: "{\"packages\":[{\"registryType\":\"pypi\",\"identifier\":\"better-code-review-graph\",\"version\":\"3.29.6\",\"runtimeHint\":\"uvx\",\"transport\":\"stdio\",\"environment\":[{\"name\":\"EMBEDDING_MODELS\",\"description\":\"Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_EMBEDDING_MODEL\",\"description\":\"Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_RERANK_MODEL\",\"description\":\"Fastretrieval TextCrossEncoder model ID; empty = reranking disabled\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_EMBEDDING_DIM\",\"description\":\"Required positive output dimension for an external local embedding ID without a manifest\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_EMBEDDING_MODEL_FILE\",\"description\":\"ONNX file path inside a manifest-backed local embedding directory\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_EMBEDDING_POOLING\",\"description\":\"Explicit pooling for an external local embedding ID without a manifest\",\"required\":false,\"secret\":false},{\"name\":\"LOCAL_EMBEDDING_NORMALIZE\",\"description\":\"Explicit L2 normalization for an external local embedding ID without a manifest\",\"required\":false,\"secret\":false},{\"name\":\"SUMMARY_MODELS\",\"description\":\"Summarizer model selection; first provider/model entry only, no fallback; empty = disabled\",\"required\":false,\"secret\":false},{\"name\":\"COHERE_API_KEY\",\"description\":\"Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route\",\"required\":false,\"secret\":true},{\"name\":\"OPENROUTER_API_KEY\",\"description\":\"Credential for explicitly selected OpenRouter completion models\",\"required\":false,\"secret\":true},{\"name\":\"EMBEDDING_BACKEND\",\"description\":\"DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead.\",\"required\":false,\"secret\":false},{\"name\":\"EMBEDDING_API_BASE\",\"description\":\"Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded.\",\"required\":false,\"secret\":false},{\"name\":\"LLM_API_BASE\",\"description\":\"Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded.\",\"required\":false,\"secret\":false},{\"name\":\"SUMMARY_MODEL\",\"description\":\"DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead.\",\"required\":false,\"secret\":false}],\"additional_arguments_declared\":false}],\"remotes\":[]}" --- # io.github.n24q02m/better-code-review-graph ## Measured values | Property | Value | Source | Collected on | Level of trust | Raw declaration | | --- | --- | --- | --- | --- | --- | | Required secrets declared | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_geheime_pflichtvariablen: ; roh_geheime_pflichtkopfzeilen: | | Execution location | lokal | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_transportarten: stdio | | Path argument present | false | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_pfadargumente: ; roh_pfad_umgebungsvariablen: | | Repository URL listed | true | MCP-Register | 2026-08-06T13:57:41.838Z | abgeleitet | roh_repository_url: https://github.com/n24q02m/crg.git | | Field of use, derived from the vendor description | gedaechtnis | MCP-Register | 2026-08-26T16:45:01.514Z | abgeleitet | roh_beschreibung: Token-efficient code review knowledge graph: semantic search and call-graph resolution. | | Description (raw) | Token-efficient code review knowledge graph: semantic search and call-graph resolution. | MCP-Register | 2026-08-26T16:45:01.514Z | selbstauskunft | | | Declared version | 3.29.6 | MCP-Register | 2026-09-30T01:17:01.594Z | selbstauskunft | | | Environment variables (raw) | EMBEDDING_MODELS, LOCAL_EMBEDDING_MODEL, LOCAL_RERANK_MODEL, LOCAL_EMBEDDING_DIM, LOCAL_EMBEDDING_MODEL_FILE, LOCAL_EMBEDDING_POOLING, LOCAL_EMBEDDING_NORMALIZE, SUMMARY_MODELS, COHERE_API_KEY, OPENROUTER_API_KEY, EMBEDDING_BACKEND, EMBEDDING_API_BASE, LLM_API_BASE, SUMMARY_MODEL | MCP-Register | 2026-09-12T01:17:01.224Z | selbstauskunft | | | Required secret variables (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Transports (raw) | stdio | MCP-Register | 2026-09-01T01:17:01.342Z | selbstauskunft | | | Path arguments (raw) | | MCP-Register | 2026-08-06T13:57:41.838Z | selbstauskunft | | | Repository (raw) | https://github.com/n24q02m/crg.git | MCP-Register | 2026-09-14T01:17:01.638Z | selbstauskunft | | | Package registries (raw) | pypi | MCP-Register | 2026-09-01T01:17:01.342Z | selbstauskunft | | | Required secret headers (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Path environment variables (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote URLs (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Remote hosts (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Registry status message (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | First listed in the registry (raw) | 2026-09-29 | MCP-Register | 2026-09-30T01:17:01.594Z | selbstauskunft | | | Last changed in the registry (raw) | 2026-09-29 | MCP-Register | 2026-09-30T01:17:01.594Z | selbstauskunft | | | Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Delivery form (raw) | paket | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository platform (raw) | github | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Repository subfolder (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Package identifiers (raw) | better-code-review-graph | MCP-Register | 2026-09-01T01:17:01.342Z | selbstauskunft | | | Package versions (raw) | 3.29.6 | MCP-Register | 2026-09-30T01:17:01.594Z | selbstauskunft | | | Runtime hints (raw) | uvx | MCP-Register | 2026-09-01T01:17:01.342Z | selbstauskunft | | | Environment variable formats (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Environment variable descriptions (raw) | COHERE_API_KEY=Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route · EMBEDDING_API_BASE=Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded. · EMBEDDING_BACKEND=DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead. · EMBEDDING_MODELS=Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX · LLM_API_BASE=Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded. · LOCAL_EMBEDDING_DIM=Required positive output dimension for an external local embedding ID without a manifest · LOCAL_EMBEDDING_MODEL=Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json · LOCAL_EMBEDDING_MODEL_FILE=ONNX file path inside a manifest-backed local embedding directory · LOCAL_EMBEDDING_NORMALIZE=Explicit L2 normalization for an external local embedding ID without a manifest · LOCAL_EMBEDDING_POOLING=Explicit pooling for an external local embedding ID without a manifest · LOCAL_RERANK_MODEL=Fastretrieval TextCrossEncoder model ID; empty = reranking disabled · OPENROUTER_API_KEY=Credential for explicitly selected OpenRouter completion models · SUMMARY_MODEL=DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead. · SUMMARY_MODELS=Summarizer model selection; first provider/model entry only, no fallback; empty = disabled | MCP-Register | 2026-09-27T01:17:01.409Z | selbstauskunft | | | Icon formats (raw) | | MCP-Register | 2026-08-16T01:17:01.420Z | selbstauskunft | | | Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"better-code-review-graph","version":"3.29.6","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"EMBEDDING_MODELS","description":"Embedding models in selection order; the current runtime uses the first provider/model entry; empty = local ONNX","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_MODEL","description":"Built-in fastretrieval model ID or local directory with fastretrieval-manifest.json","required":false,"secret":false},{"name":"LOCAL_RERANK_MODEL","description":"Fastretrieval TextCrossEncoder model ID; empty = reranking disabled","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_DIM","description":"Required positive output dimension for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_MODEL_FILE","description":"ONNX file path inside a manifest-backed local embedding directory","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_POOLING","description":"Explicit pooling for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"LOCAL_EMBEDDING_NORMALIZE","description":"Explicit L2 normalization for an external local embedding ID without a manifest","required":false,"secret":false},{"name":"SUMMARY_MODELS","description":"Summarizer model selection; first provider/model entry only, no fallback; empty = disabled","required":false,"secret":false},{"name":"COHERE_API_KEY","description":"Credential for explicitly selected Cohere embeddings, including a configured CF AI Gateway route","required":false,"secret":true},{"name":"OPENROUTER_API_KEY","description":"Credential for explicitly selected OpenRouter completion models","required":false,"secret":true},{"name":"EMBEDDING_BACKEND","description":"DEPRECATED (honored one release): embedding backend override 'local' or 'cloud'. Use EMBEDDING_MODELS instead.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Provider-compatible cloud embedding endpoint, including CF AI Gateway; SSRF-guarded.","required":false,"secret":false},{"name":"LLM_API_BASE","description":"Provider-compatible summarizer base URL, including CF AI Gateway; SSRF-guarded.","required":false,"secret":false},{"name":"SUMMARY_MODEL","description":"DEPRECATED (honored one release): single summarizer model string. Use SUMMARY_MODELS instead.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} | MCP-Register | 2026-09-30T01:17:01.594Z | selbstauskunft | | ## Links - Namespace: [[namensraum/io-github-n24q02m|io.github.n24q02m]] --- - Registry page: - Retrieved on: 2026-10-11