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* 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> |
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| .. | ||
| 2026-05-11-agent-friendly-docs-site.md | ||
| 2026-05-11-bundled-python-runtime-wheel.md | ||
| 2026-05-11-demo-guided-tour.md | ||
| 2026-05-11-historic-sql-cross-dialect-readiness.md | ||
| 2026-05-11-historic-sql-docs-smoke-and-config-cleanup.md | ||
| 2026-05-11-historic-sql-end-to-end-retrieval-acceptance.md | ||
| 2026-05-11-historic-sql-foundations.md | ||
| 2026-05-11-historic-sql-pattern-shard-smoke-docs.md | ||
| 2026-05-11-historic-sql-pattern-workunit-sharding.md | ||
| 2026-05-11-historic-sql-projection-archive-hardening.md | ||
| 2026-05-11-historic-sql-redaction-hardening.md | ||
| 2026-05-11-historic-sql-redesign-manual-test-plan.md | ||
| 2026-05-11-historic-sql-search-enrichment.md | ||
| 2026-05-11-historic-sql-skills-projection-cutover.md | ||
| 2026-05-11-historic-sql-unified-hot-path.md | ||
| 2026-05-11-managed-agent-mcp-semantic-runtime.md | ||
| 2026-05-11-managed-local-embeddings-release-smoke.md | ||
| 2026-05-11-managed-local-embeddings-runtime.md | ||
| 2026-05-11-managed-local-embeddings-smoke-public-version.md | ||
| 2026-05-11-managed-local-ingest-daemon-runtime.md | ||
| 2026-05-11-managed-python-runtime-command-integration.md | ||
| 2026-05-11-managed-python-runtime-daemon-lifecycle.md | ||
| 2026-05-11-managed-python-runtime-installer.md | ||
| 2026-05-11-managed-python-runtime-release-smoke.md | ||
| 2026-05-11-managed-runtime-docs-and-postgres-smoke-cleanup.md | ||
| 2026-05-11-managed-runtime-prune-smoke-and-docs.md | ||
| 2026-05-11-managed-runtime-uv-prerequisite-contract.md | ||
| 2026-05-11-public-kaelio-ktx-npm-package.md | ||
| 2026-05-11-public-npm-release-handoff.md | ||
| 2026-05-11-published-package-managed-runtime-smoke.md | ||
| 2026-05-11-single-public-runtime-artifact-cleanup.md | ||
| 2026-05-12-notion-warehouse-verification-gap-closure.md | ||
| 2026-05-12-warehouse-verification-final-v1-closure.md | ||
| 2026-05-12-warehouse-verification-tools.md | ||
| 2026-05-13-cli-command-tree-script.md | ||
| 2026-05-13-unified-ingest-public-cli-surface.md | ||
| 2026-05-13-unified-ingest-v1-closure.md | ||
| 2026-05-13-unified-ingest-v1-docs-site-closure.md | ||
| 2026-05-13-unified-ingest-v1-final-public-surface-closure.md | ||
| 2026-05-13-unified-ingest-v1-final-ux-labels.md | ||
| 2026-05-13-unified-ingest-v1-foreground-and-retry-closure.md | ||
| 2026-05-13-unified-ingest-v1-progress-copy-closure.md | ||
| 2026-05-13-unified-ingest-v1-public-output-closure.md | ||
| 2026-05-13-unified-ingest-v1-public-plain-output-closure.md | ||
| 2026-05-13-unified-ingest-v1-query-history-status-cleanup.md | ||
| 2026-05-13-unified-ingest-v1-verification-copy-closure.md | ||
| 2026-05-13-warehouse-verification-prompt-shape-closure.md | ||
| 2026-05-13-warehouse-verification-sql-example-closure.md | ||
| 2026-05-13-warehouse-verification-structured-target-miss-closure.md | ||
| 2026-05-14-connection-driver-discriminated-union.md | ||
| 2026-05-14-research-agent-mcp-dictionary-search.md | ||
| 2026-05-14-research-agent-mcp-discover-data.md | ||
| 2026-05-14-research-agent-mcp-entity-details.md | ||
| 2026-05-14-research-agent-mcp-http-daemon.md | ||
| 2026-05-14-research-agent-mcp-ingest-contract-convergence.md | ||
| 2026-05-14-research-agent-mcp-setup-agents.md | ||
| 2026-05-14-research-agent-mcp-sql-execution-foundation.md | ||