@@ -46,62 +46,37 @@ Add to your MCP client configuration:
4646}
4747```
4848
49- On first run, authenticate via browser (OAuth device flow).
50-
51- ## Modes
52-
53- ** Cloud** (default): Managed service with OAuth authentication.
54-
55- ** Self-hosted** : Full features including resources, prompts, and graph queries. See [ Self-Hosting] ( #self-hosting ) .
49+ On first run, authenticate via browser.
5650
5751## Tools
5852
59- ### Core Tools (All Modes)
60-
61- | Tool | Description |
62- | ------| -------------|
63- | ` remember ` | Store long-term memories with categorization (` decision ` , ` context ` , ` insight ` , ` preference ` , ` fact ` ) |
64- | ` recall ` | Hybrid semantic/keyword search with optional disambiguation and filtering by type, project, or date |
65-
66- ### Sampling Tools (Requires Client LLM Support)
67-
68- | Tool | Description |
69- | ------| -------------|
70- | ` summarize ` | Condense text using client LLM |
71- | ` extract_facts ` | Parse unstructured text into atomic facts |
72- | ` enrich_memory ` | Auto-generate summary, keywords, and category for memories |
73-
74- ### Self-Hosted Tools
75-
7653| Tool | Description |
7754| ------| -------------|
55+ | ` remember ` | Store memories with categorization (` decision ` , ` insight ` , ` preference ` , ` fact ` ) |
56+ | ` recall ` | Search memories with semantic and keyword matching |
57+ | ` context ` | Assemble comprehensive context for a task |
7858| ` query ` | Run custom queries against your memory graph |
79- | ` context ` | Assemble comprehensive context (memories + file history + decisions) for tasks |
59+ | ` summarize ` | Condense text into key points |
60+ | ` extract_facts ` | Parse text into atomic facts |
61+ | ` enrich_memory ` | Auto-generate summary, keywords, and category |
8062
81- ## Resources (Self-Hosted)
63+ ## Resources
8264
8365| URI | Description |
8466| -----| -------------|
8567| ` memory://{id} ` | Individual memory by ID |
8668| ` session://{id}/transcript ` | Full conversation transcript |
87- | ` session://{id}/summary ` | AI-generated session summary |
69+ | ` session://{id}/summary ` | Session summary |
8870| ` file-history://{path} ` | Change history for a file |
8971
90- ## Prompts (Self-Hosted)
72+ ## Prompts
9173
9274| Prompt | Description |
9375| --------| -------------|
94- | ` /e prime ` | Load context for a new task (searches memories, decisions, file history) |
76+ | ` /e prime ` | Load context for a new task |
9577| ` /e recap ` | Summarize a past session |
9678| ` /e why ` | Investigate past decisions on a topic |
9779
98- ## Environment Variables
99-
100- | Variable | Default | Description |
101- | ----------| ---------| -------------|
102- | ` ENGRAM_API_URL ` | Cloud API | Set to ` http://localhost:6174 ` for self-hosted mode |
103- | ` LOG_LEVEL ` | ` info ` | Logging level (` debug ` , ` info ` , ` warn ` , ` error ` ) |
104-
10580## Self-Hosting
10681
10782See the [ monorepo] ( https://github.com/rawcontext/engram ) for self-hosting instructions.
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