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Product Creator","email":"hello@theproductcreator.com"},"license":"MIT","homepage":"https://unifiedproductgraph.org","keywords":["mcp","upg","unified-product-graph","product-management","model-context-protocol","knowledge-graph"],"repository":{"type":"git","url":"git+https://github.com/unified-product-graph/tools.git","directory":"packages/mcp-server"},"description":"Local MCP server for .upg files. Read and write product knowledge graphs offline.","maintainers":[{"name":"the-product-creator","email":"faheem@theproductcreator.com"}],"readme":"# UPG MCP Server\n\nA local [Model Context Protocol](https://modelcontextprotocol.io) server that reads and writes `.upg` files. The `.upg` file is a portable JSON document holding your product graph: entities (personas, features, hypotheses, OKRs) and the relationships between them.\n\nThe server exposes 99 tools. They cover graph reads and writes plus introspection of everything `@unified-product-graph/core` ships: entity types, edges, frameworks, regions, playbooks, lenses, anti-patterns, benchmarks.\n\nSee [CHANGELOG.md](./CHANGELOG.md) for the release history.\n\n## Quick Start\n\n### 1. Install\n\n```bash\nnpm install @unified-product-graph/mcp-server\n```\n\n### 2. Configure your MCP client\n\nFor Claude Code, add to `.mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"unified-product-graph\": {\n      \"command\": \"npx\",\n      \"args\": [\"upg-mcp-server\"]\n    }\n  }\n}\n```\n\nThe server auto-discovers `.upg` files in the current directory. To point at a specific file:\n\n```json\n{\n  \"mcpServers\": {\n    \"unified-product-graph\": {\n      \"command\": \"npx\",\n      \"args\": [\"upg-mcp-server\", \"--file\", \"path/to/product.upg\"]\n    }\n  }\n}\n```\n\nThe config key (`\"upg\"`) sets the tool prefix your client sees (`mcp__upg__create_node`, etc.). The server identifies itself to the MCP registry as `unified-product-graph`.\n\n### 3. Start using it\n\nIf no `.upg` file exists, the server creates a blank `product.upg`. Use `create_node` to start building, or invoke one of the five approach verbs (`plan`, `inspect`, `prioritise`, `trace`, `reflect`) to engage the graph cognitively.\n\n## File Discovery\n\nThe server picks the `.upg` file to load in this order:\n\n1. `--workspace <dir>` (or `UPG_WORKSPACE`): the directory holding your graphs (`workspace.json` or `*.upg` files). The server arranges its own cwd around it, so no shell wrapper is needed.\n2. `--file` flag: use that file directly\n3. `.upg/workspace.json` in cwd: load the default product from a workspace\n4. `*.upg` files in cwd: first alphabetically\n5. Otherwise: **refuse to start** (exit 1), naming the cwd and every path checked. Creating a blank graph is opt-in via `--init`, never a fallback — in an environment whose cwd you do not control, a silently created blank graph means every tool call \"succeeds\" against a phantom and your writes are lost.\n\n`get_workspace_info` and `get_graph_digest` report `workspace_abs_path` so an agent can assert it is talking to the workspace it thinks it is.\n\n### Preflight (`--check`)\n\n`upg-mcp-server --check --workspace <dir>` resolves the workspace exactly as the server would, prints `{ok, workspace, resolved_file, products, spec_version, server_version}` and exits 0/1 without starting the transport and without writing anything. Put it in your environment's install script so a misconfigured environment fails at build time instead of silently mid-session.\n\n## Cloud Agent Environments (Cursor Cloud Agents and similar)\n\nCloud agent runtimes load MCP servers from a team dashboard, not from a repo-level `.cursor/mcp.json` / `.mcp.json` — those files are **not read** by the cloud runtime. The working directory of a dashboard-launched stdio process is not under your control, which is exactly what `--workspace` exists for.\n\n**Pin the version; do not use `@latest`.** A fresh VM cold-starts the download each session, restricted egress breaks it mid-run, and `@latest` decouples the server's spec version from the version your graphs were sealed with. Install once in the environment build, launch from the installed binary:\n\n```jsonc\n// environment install step\n// npm i -g @unified-product-graph/mcp-server@<pinned>\n// upg-mcp-server --check --workspace /path/to/your-graph-repo\n\n// team dashboard → MCP servers → stdio entry\n{\n  \"unified-product-graph\": {\n    \"type\": \"stdio\",\n    \"command\": \"upg-mcp-server\",\n    \"args\": [\"--workspace\", \"/path/to/your-graph-repo\", \"--profile\", \"author\"]\n  }\n}\n```\n\nOn startup the server warns on stderr when a loaded graph's sealed `spec_version` is behind the server's spec — reads are safe; review due migrations (`upg verify`) before heavy writes.\n\n## Tool Profiles (`--profile`)\n\nThe server can filter its own tool surface — more robust than a client-side allowlist, because the filter applies to `tools/call`, not just `tools/list`, and the handshake's server name states the active profile.\n\n- `--profile read-only` — the 44 read tools only: nothing that writes a graph, a portfolio, or the network (`submit_feedback` is excluded — it POSTs externally). `switch_product`/`reload_product` stay in, since multi-product *reading* needs the pointer.\n- `--profile author` — writes allowed; destructive and infrastructure tools gated: `delete_*`, `batch_delete_*`, `migrate_*`, `rename_edge_type`, `push_to_cloud`, `init_workspace`, `create_product`, and the three that delete under another verb (`deduplicate_nodes`, `merge_canonical_entities`, `repair_dangling_edges`).\n\nFor runtimes that gate client-side instead (e.g. Cursor's `environment.json` `mcpServerAllowlist[].toolAllowlist`), paste the equivalent lists:\n\n```jsonc\n// read-only\n\"toolAllowlist\": [\n  \"aggregate_edge_properties\", \"audit_axis_overlap\", \"audit_property_coverage\",\n  \"compare_classifications\", \"diff_classification\", \"export_edges\",\n  \"get_anti_pattern_violations_for\", \"get_area_context\", \"get_area_graph\",\n  \"get_catalog_entry\", \"get_changes\", \"get_entity_schema\", \"get_graph_digest\",\n  \"get_import_recipe\", \"get_node\", \"get_nodes\", \"get_organization\",\n  \"get_portfolio_tree\", \"get_product_context\", \"get_session_context\",\n  \"get_spec_version\", \"get_sync_state\", \"get_tree\", \"get_workspace_info\",\n  \"list_catalog\", \"list_local_products\", \"list_nodes\",\n  \"list_portfolio_cross_edges\", \"list_portfolios\", \"list_product_areas\",\n  \"list_registry\", \"list_registry_edges\", \"portfolio_census\",\n  \"portfolio_digest\", \"portfolio_query\", \"portfolio_validate\", \"query\",\n  \"reload_product\", \"score_entity\", \"search_nodes\", \"skill_audit\", \"start\",\n  \"switch_product\", \"validate_graph\"\n]\n```\n\nFor the author list, take every tool except the gated set above. Prefer `--profile` where you control the launch command: a server-side gate cannot be bypassed by a client that calls what it was not shown.\n\n## Conceptual Surface\n\nUPG ships five collaborating primitives. The MCP server exposes all five.\n\n| Primitive | What it answers |\n|---|---|\n| **Region** | \"Where in the graph does this thinking live?\" (10 super-domain rollups) |\n| **Framework** | \"What does this thinking tool look like?\" (large catalog with `approach_ids` tagged where applicable) |\n| **Canonical playbook** | \"How do I populate this region from scratch?\" (one per region) |\n| **Specialised playbook** | \"How do I populate this region using framework X?\" |\n| **Approach** | \"What's the path of arrival to engaging this region cognitively?\" (5: Plan, Inspect, Prioritise, Trace, Reflect) |\n\n> An approach is the path of arrival to a region (final approach to an airport, coastline approach), not a strategy choice.\n\n## MCP Tools\n\n99 tools across nine domains. Full reference: [TOOLS.md](./TOOLS.md), generated from `src/tools/*.ts` and shipped on npm.\n\n| Domain | Count | What it covers |\n|---|---|---|\n| Context & Session | 6 | Product overview, graph digest (~500 tokens), zero-state on-ramp, lens-aware session state |\n| Nodes | 17 | Read, write, batch, search, migrate, deduplicate entities |\n| Edges | 9 | Create, delete, batch, rename, repair, export edges |\n| Areas & Change Log | 11 | Sub-graph scoping, canonical registry, mutation audit log |\n| Workspace & Portfolios | 40 | Multi-product workspace, portfolios, cross-edges, classification |\n| Schema | 1 | `get_entity_schema` — per-type expected properties + valid children + edges |\n| **Spec Introspection** | **6** | Faceted catalog reads via `list_catalog` / `get_catalog_entry`, spec version, import recipe, framework application, entity scoring |\n| Cloud Sync | 3 | Push / pull / sync state (cloud server is a separate package) |\n| Validation | 3 | Whole-graph correctness pass, per-anti-pattern violation report, entity scoring |\n\n### Approaches (5 verb-led tools)\n\nEach approach handler returns a family-resemblance envelope `{ approach_id, scope, generated_at, approach, params, execution_mode }`. Handlers provide definition lookup today. The LLM is the executor: read the `signature_hint` and synthesise the structured projection.\n\n| Verb | Question | Required args |\n|---|---|---|\n| `plan({ region? })` | \"What should I build next?\" | none |\n| `inspect({ region?, entities? })` | \"What's broken?\" | none |\n| `prioritise({ candidates, framework_id })` | \"What's most important?\" | both |\n| `trace({ anchor, path, edges_override? })` | \"Walk a meaningful path through existing graph\" | `anchor` + type-shorthand `path` |\n| `reflect({ scope?, mode? })` | \"What should I be questioning?\" | none (`mode` is one of `assumptions`, `alternatives`, `blind-spots`, `load-bearing`) |\n\n`list_catalog({ kind: 'approaches' })` and `get_catalog_entry({ kind: 'approaches', id })` give the catalog view of these five approaches.\n\n### Spec Introspection (6 tools)\n\nEvery canonical export from `@unified-product-graph/core` is reachable from the server. Since 0.19.0 the ~25 per-catalog `list_*` / `get_*` tools have been consolidated into two faceted tools plus a per-type schema tool:\n\n- **`list_catalog({ kind, … })`** — one faceted read over every static spec catalog. `kind` selects the catalog: `entity_types`, `edge_types`, `cross_edge_types`, `regions`, `domains`, `domain_rings`, `frameworks`, `framework_categories`, `framework_structure_patterns`, `lenses`, `lifecycles`, `playbooks`, `scales`, `anti_patterns`, `tree_patterns`, `templates`, `approaches`, `type_labels`, `status_values`, `product_stages`, `benchmarks`, and the migration catalogs (`edge_migrations`, `scalar_to_edge_migrations`, `split_migrations`, `type_migrations`). Kind-specific filters pass straight through (e.g. `entity_types` accepts `domain` / `maturity` / `deprecated` / `limit` / `cursor`; `playbooks` accepts `region` / `canonical_only` / `framework_id`; `benchmarks` requires `benchmark_kind`).\n- **`get_catalog_entry({ kind, id })`** — fetch one record from any of those catalogs by id.\n- **`get_entity_schema({ type, include? })`** — per-type expected properties, valid children (\"what can I create under this?\"), and the canonical edge for a source→target pair. Absorbed the former `get_valid_children` and `resolve_edge_for_pair` (pass them as `include`).\n- **`get_spec_version()`** — UPG version + entity/edge/domain/region counts.\n- **`get_import_recipe({ … })`** — the canonical mapping recipe for agent-native imports.\n- **`apply_framework({ … })`** — overlay a framework's scoring/structure onto the graph.\n\nAll spec-introspection handlers are read-only and snapshot from the spec package at server boot. Restart the server to pick up a new spec version. The authoritative, always-current tool list is the generated [TOOLS.md](./TOOLS.md).\n\n## Behaviour Notes\n\n**Two-tier entity-type validation.** `create_node`, `batch_create_nodes`, and `update_node` (when changing `type`) apply the same validation: deprecated synonyms alias to canonical with a warning (`jtbd → job`, `pain_point → need`, `kpi → metric`, `research_insight → insight`); unknown types throw `UnknownEntityTypeError` with up to 5 Levenshtein-1 suggestions.\n\n**Edge inference fails closed.** `inferEdgeType` returns a discriminated union: a miss produces a structured failure with catalog-resolvable suggestions. Alias resolution applies first, so a deprecated source/target like `jtbd → need` resolves through `getReplacementType` before catalog lookup.\n\n**Atomic write surfaces.** Every multi-step mutation (`move_node`, `batch_move_nodes`, `update_node` with `type`, `batch_create_nodes` with `edges`) validates against the catalog up front and rolls back fully on any apply-step failure. The graph is bit-for-bit identical to the pre-call state on rejection.\n\n**Digest canonical types.** `get_graph_digest` chain coverage sources entity types from the canonical set via `getReplacementType`. Output keys are canonical (`persona_with_job`, `job_with_need`, `job_total`); legacy-typed nodes count toward canonical totals so post-`migrate_type` graphs report correctly.\n\n## Installing Skills (Claude Code)\n\nThe server provides the raw MCP tools. For a guided experience with slash commands (`/upg`, `/upg-new-graph`, `/upg-show-journey`), install the skill files:\n\n```bash\nbash scripts/install-skills.sh\n```\n\nThe install script supports six AI coding tools: Claude Code, Cursor, Codex CLI, Gemini CLI, OpenCode, and Kiro. Skills are markdown files that layer structured prompts on top of the MCP tools.\n\n## How It Works\n\n- The server loads a `.upg` file into memory on startup\n- Reads are served from in-memory indexes (O(1) node/edge lookups)\n- Writes are debounced and auto-saved back to the file (300ms delay)\n- External file changes are detected via filesystem watcher and hot-reloaded\n- Saves use atomic write (write to `.tmp`, then rename) to prevent corruption\n- Spec introspection handlers snapshot from `@unified-product-graph/core` at boot\n\n## Companion Docs\n\n- **[TOOLS.md](./TOOLS.md)**: source-of-truth tool reference (auto-generated)\n- **[CHANGELOG.md](./CHANGELOG.md)**: release history\n- **[unifiedproductgraph.org](https://unifiedproductgraph.org)**: the UPG specification and conceptual model\n\n## Spec\n\nThe Unified Product Graph format is documented at [unifiedproductgraph.org](https://unifiedproductgraph.org).\n\n## License\n\nMIT; see [LICENSE](./LICENSE).\n","readmeFilename":"README.md"}