MCP Server
solucortex-mcp
io.github.soluai-spa/solucortex-mcp
What this MCP does
Maintains searchable technical project memory, including approved context, architectural decisions, conventions, risks, and task learnings.
Capabilities
Tools
6
tools
solucortex_flag_memory
Flag a memory as outdated/incorrect (POST /memories/{id}/flag).
The memory is marked for human review in the SoluCortex panel; nothing is
deleted or unpublished. ALWAYS tell the user a memory awaits their decision
in the panel. Deletion is human-only by design.
Open world
Idempotent
Input schema
{'type': 'object', 'title': 'solucortex_flag_memoryArguments', 'required': ['memory_id', 'reason'], 'properties': {'reason': {'type': 'string', 'title': 'Reason', 'maxLength': 500, 'minLength': 10, 'description': 'Why it needs review: outdated, incorrect, duplicated... (10-500 chars).'}, 'memory_id': {'type': 'string', 'title': 'Memory Id', 'description': 'UUID of the memory to flag.'}, 'suggested_action': {'type': 'string', 'title': 'Suggested Action', 'default': 'review', 'description': 'What you suggest the human does: update, archive, delete or review.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_flag_memoryDictOutput', 'additionalProperties': True}
solucortex_list_memories
List the project's memories without semantic search (GET /memories).
Useful for quick inspection/audit or to confirm a just-created memory was stored.
Does not consume OpenAI quota.
Read only
Open world
Input schema
{'type': 'object', 'title': 'solucortex_list_memoriesArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 20, 'maximum': 100, 'minimum': 1, 'description': 'Max memories to return.'}, 'project_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project Id', 'default': None, 'description': 'Project UUID. If omitted, the session default applies, else the backend infers it from the API key.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_list_memoriesDictOutput', 'additionalProperties': True}
solucortex_recall
Build living context for a task (POST /context/build).
Call this at the START of a task, before touching code: returns approved, active
memories (decisions, conventions, risks, sensitive modules, architecture) ranked by
semantic similarity + importance. Uses OpenAI embeddings (slower, 20 req/min).
Read only
Open world
Input schema
{'type': 'object', 'title': 'solucortex_recallArguments', 'required': ['query'], 'properties': {'query': {'type': 'string', 'title': 'Query', 'description': "Describe the current task/module in natural language, e.g. 'implement API key rotation in the secrets module'. Used to semantically retrieve the most relevant memories."}, 'project_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project Id', 'default': None, 'description': 'Project UUID. If omitted, the session default applies, else the backend infers it from the API key.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_recallDictOutput', 'additionalProperties': True}
solucortex_remember
Record a memory in SoluCortex (POST /memories).
Call when closing a task or making a relevant technical decision. As an authorized
agent (Bearer api_key), the memory is stored with status 'approved' and traced. Never
store real secrets: if you find one, record location/type/severity and action taken,
with a redacted reference.
Open world
Input schema
{'type': 'object', 'title': 'solucortex_rememberArguments', 'required': ['type', 'title', 'content'], 'properties': {'type': {'type': 'string', 'title': 'Type', 'description': 'Memory type. The backend validates the value. Canonical vocabulary: architecture, decision, risk, convention, bug_history, tech_debt, sensitive_module, learning, external_integration. (Older backends may use technical_decision, historical_bug, current_state, task_closure.) On HTTP 422, retry with the alternate vocabulary.'}, 'title': {'type': 'string', 'title': 'Title', 'maxLength': 120, 'description': 'Short, clear title (~80 chars max).'}, 'content': {'type': 'string', 'title': 'Content', 'description': 'Full content: what to remember, why it matters, where it applies and what it prevents. NEVER include real secrets (tokens, passwords, .env, credentials).'}, 'importance': {'type': 'integer', 'title': 'Importance', 'default': 5, 'maximum': 10, 'minimum': 1, 'description': 'Priority 1-10. Default 5. 6-7 high; 8-9 important decision/risk/convention; 10 critical.'}, 'project_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project Id', 'default': None, 'description': 'Project UUID. If omitted, the session default applies, else the backend infers it from the API key.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_rememberDictOutput', 'additionalProperties': True}
solucortex_search
Ad-hoc semantic search of memories (POST /search/semantic).
Use for specific questions during a task (e.g. 'how is authentication implemented?'),
distinct from recall which builds the full startup context. Uses OpenAI embeddings
(20 req/min).
Read only
Open world
Input schema
{'type': 'object', 'title': 'solucortex_searchArguments', 'required': ['query'], 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 10, 'maximum': 50, 'minimum': 1, 'description': 'Max memories to return.'}, 'query': {'type': 'string', 'title': 'Query', 'description': "Question or topic to search across the project's memories."}, 'project_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Project Id', 'default': None, 'description': 'Project UUID. If omitted, the session default applies, else the backend infers it from the API key.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_searchDictOutput', 'additionalProperties': True}
solucortex_update_memory
Correct an existing memory (PATCH /memories/{id}).
Agents propose, humans govern: the edit is applied but the memory returns to
PENDING until a human re-approves it. ALWAYS tell the user the change awaits
their approval in the SoluCortex panel. Status changes are not possible here.
Open world
Input schema
{'type': 'object', 'title': 'solucortex_update_memoryArguments', 'required': ['memory_id'], 'properties': {'type': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Type', 'default': None, 'description': 'Corrected memory type (one of the 9 canonical types).'}, 'title': {'anyOf': [{'type': 'string', 'maxLength': 120}, {'type': 'null'}], 'title': 'Title', 'default': None, 'description': 'Corrected title.'}, 'content': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Content', 'default': None, 'description': 'Corrected full content.'}, 'memory_id': {'type': 'string', 'title': 'Memory Id', 'description': 'UUID of the memory to correct.'}, 'importance': {'anyOf': [{'type': 'integer', 'maximum': 10, 'minimum': 1}, {'type': 'null'}], 'title': 'Importance', 'default': None, 'description': 'Corrected priority 1-10.'}}}
Output schema
{'type': 'object', 'title': 'solucortex_update_memoryDictOutput', 'additionalProperties': True}
History
Recent tool changes
Added
solucortex_list_memories
Sept. 17, 2026, 12:52 p.m.
Added
solucortex_flag_memory
Sept. 17, 2026, 12:52 p.m.
Added
solucortex_update_memory
Sept. 17, 2026, 12:52 p.m.
Added
solucortex_remember
Sept. 17, 2026, 12:52 p.m.
Added
solucortex_search
Sept. 17, 2026, 12:52 p.m.
Added
solucortex_recall
Sept. 17, 2026, 12:52 p.m.
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