feat(mcp):added MCP server (#97)

* docs(specs): design research-agent MCP tools and ktx mcp daemon

Adds the 2026-05-14 design spec for exposing four new MCP tools
(discover_data, entity_details, dictionary_search, sql_execution),
shipping a ktx-research skill, and introducing an HTTP-only ktx mcp
daemon so external agents can use KTX as a research-capable context
layer.

* Refine research-agent MCP tools spec after adversarial review iteration 1

* Refine research-agent MCP tools spec after adversarial review iteration 2

* Refine research-agent MCP tools spec after adversarial review iteration 3

* Refine spec: drop connectionName compat carve-out and ground summary/snippet provenance per kind

* feat(daemon): validate read-only SQL with sqlglot

* feat(context): expose read-only SQL validation port

* feat(context): register MCP sql execution tool

* feat(context): execute MCP SQL through validated connector path

* test(context): update SQL analysis port fixtures

* docs: add research-agent MCP sql execution foundation plan

* feat(context): add scan-backed entity details service

* feat(context): register MCP entity details tool

* feat(context): expose local MCP entity details

* test(context): align entity details scan fixtures

* docs: add research-agent MCP entity_details plan

* feat(context): add dictionary search service

* feat(context): register MCP dictionary search tool

* feat(context): expose local MCP dictionary search

* docs: add research-agent MCP dictionary_search plan

* feat: add MCP discover data service

* feat: expose discover data MCP tool

* feat: wire local discover data MCP port

* docs: add research-agent MCP discover_data plan

* feat(cli): add mcp http security helpers

* feat(cli): host mcp over streamable http

* feat(cli): manage mcp daemon lifecycle

* feat(cli): add ktx mcp commands

* fix(cli): stabilize mcp daemon verification

* docs: add research-agent MCP http daemon plan

* feat(cli): install KTX research skill

* feat(cli): configure MCP clients in setup agents

* feat(cli): support Claude local MCP setup scope

* docs: add research-agent MCP setup-agents plan

* refactor(context): use connectionId in warehouse verification tools

* docs(context): update ingest verification prompts for connectionId

* docs: add research-agent MCP ingest contract convergence plan

* chore: build runtime artifacts in conductor setup

---------

Co-authored-by: Andrey Avtomonov <7889985+andreybavt@users.noreply.github.com>

python/ktx-daemon/src/ktx_daemon/sql_analysis.py

@@ -34,6 +34,46 @@ class AnalyzeSqlBatchResponse(BaseModel):
     results: dict[str, AnalyzeSqlBatchResult]
 
 
+class ValidateReadOnlySqlRequest(BaseModel):
+    dialect: str
+    sql: str
+
+
+class ValidateReadOnlySqlResponse(BaseModel):
+    ok: bool
+    error: str | None = None
+
+
+_READ_ONLY_ROOT_TYPES = (exp.Select, exp.Union)
+_READ_WRITE_NODE_TYPES = (
+    exp.Alter,
+    exp.Analyze,
+    exp.Cache,
+    exp.Command,
+    exp.Commit,
+    exp.Copy,
+    exp.Create,
+    exp.Delete,
+    exp.Describe,
+    exp.Drop,
+    exp.Execute,
+    exp.Grant,
+    exp.Insert,
+    exp.Merge,
+    exp.Pragma,
+    exp.Refresh,
+    exp.Revoke,
+    exp.Rollback,
+    exp.Set,
+    exp.Show,
+    exp.Transaction,
+    exp.TruncateTable,
+    exp.Uncache,
+    exp.Update,
+    exp.Use,
+)
+
+
 def _ordered_unique(values: list[str]) -> list[str]:
     seen: set[str] = set()
     result: list[str] = []
@@ -137,6 +177,42 @@ def _analyze_payload(
     return _analyze_one(item_id, sql, dialect)
 
 
+def validate_read_only_sql_response(
+    request: ValidateReadOnlySqlRequest,
+) -> ValidateReadOnlySqlResponse:
+    try:
+        statements = sqlglot.parse(request.sql, read=request.dialect)
+    except sqlglot.errors.SqlglotError as exc:
+        return ValidateReadOnlySqlResponse(ok=False, error=f"Invalid expression: {exc}")
+
+    if len(statements) != 1:
+        return ValidateReadOnlySqlResponse(
+            ok=False,
+            error="Only one SQL statement can be executed.",
+        )
+
+    tree = statements[0]
+    if tree is None:
+        return ValidateReadOnlySqlResponse(
+            ok=False,
+            error="SQL did not parse to a statement.",
+        )
+    if not isinstance(tree, _READ_ONLY_ROOT_TYPES):
+        return ValidateReadOnlySqlResponse(
+            ok=False,
+            error=f"SQL contains read/write operation: {type(tree).__name__}",
+        )
+
+    for node in tree.walk():
+        if isinstance(node, _READ_WRITE_NODE_TYPES):
+            return ValidateReadOnlySqlResponse(
+                ok=False,
+                error=f"SQL contains read/write operation: {type(node).__name__}",
+            )
+
+    return ValidateReadOnlySqlResponse(ok=True, error=None)
+
+
 def _worker_count(request: AnalyzeSqlBatchRequest) -> int:
     if len(request.items) <= 1:
         return 1