ktx/scripts
Andrey Avtomonov b759a4a286
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>
2026-05-15 02:35:09 +02:00
..
acquire-public-benchmark-fixtures.mjs Initial open-source release 2026-05-10 23:12:26 +02:00
acquire-public-benchmark-fixtures.test.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
adventureworks-oltp-source.json Initial open-source release 2026-05-10 23:12:26 +02:00
adventureworks-oltp-source.test.mjs Initial open-source release 2026-05-10 23:12:26 +02:00
anti-fixture-conditional.test.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
build-adventureworks-oltp-fixture.mjs fix: stop requiring readonly connection config (#71) 2026-05-13 19:37:25 +02:00
build-benchmark-snapshot.mjs Initial open-source release 2026-05-10 23:12:26 +02:00
build-benchmark-snapshot.test.mjs [codex] Add Conductor workspace scripts (#2) 2026-05-11 09:55:42 +02:00
build-evidence-fusion-adversarial-fixtures.mjs refactor: remove legacy compatibility paths (#64) 2026-05-13 15:55:00 +02:00
build-public-npm-package.mjs chore: add TypeScript dead-code checks (#60) 2026-05-13 13:33:28 +02:00
build-public-npm-package.test.mjs chore: add TypeScript dead-code checks (#60) 2026-05-13 13:33:28 +02:00
build-python-runtime-wheel.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
build-python-runtime-wheel.test.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
check-boundaries.mjs refactor: remove legacy compatibility paths (#64) 2026-05-13 15:55:00 +02:00
check-boundaries.test.mjs refactor: remove legacy compatibility paths (#64) 2026-05-13 15:55:00 +02:00
ci-artifact-upload.test.mjs ci: parallelize KTX CI checks 2026-05-12 01:44:15 +02:00
conductor-run.sh [codex] Add Conductor workspace scripts (#2) 2026-05-11 09:55:42 +02:00
conductor-scripts.test.mjs feat(mcp):added MCP server (#97) 2026-05-15 02:35:09 +02:00
conductor-setup.sh feat(mcp):added MCP server (#97) 2026-05-15 02:35:09 +02:00
examples-docs.test.mjs fix(context): merge overlay columns onto manifest columns by name (#94) 2026-05-15 02:11:04 +02:00
installed-live-database-smoke.mjs fix: remove project from ktx config (#95) 2026-05-14 17:39:31 +02:00
installed-live-database-smoke.test.mjs fix: remove project from ktx config (#95) 2026-05-14 17:39:31 +02:00
link-dev-cli.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
link-dev-cli.test.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
local-embeddings-runtime-smoke.mjs fix(cli): clean up dev runtime commands (#59) 2026-05-13 12:28:24 +02:00
local-embeddings-runtime-smoke.test.mjs feat(cli): clean up command surface 2026-05-12 23:51:46 +02:00
package-artifacts.mjs fix: remove project from ktx config (#95) 2026-05-14 17:39:31 +02:00
package-artifacts.test.mjs feat: merge ingest and scan 2026-05-14 01:43:06 +02:00
prepare-cli-bin.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
public-benchmark-manifest.json ci: run pre-commit checks in CI (#74) 2026-05-13 19:49:25 +02:00
publish-public-npm-package.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
publish-public-npm-package.test.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
published-package-smoke-config.mjs fix(cli): remove ktx setup subcommands (#42) 2026-05-13 00:38:26 +02:00
published-package-smoke.mjs fix(cli): remove ktx setup subcommands (#42) 2026-05-13 00:38:26 +02:00
published-package-smoke.test.mjs fix(cli): remove ktx setup subcommands (#42) 2026-05-13 00:38:26 +02:00
relationship-orbit-verification.mjs feat: merge ingest and scan 2026-05-14 01:43:06 +02:00
relationship-orbit-verification.test.mjs feat: merge ingest and scan 2026-05-14 01:43:06 +02:00
release-readiness.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
release-readiness.test.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
release-workflow.test.mjs feat: npm-managed Python runtime for @kaelio/ktx (#7) 2026-05-11 15:50:34 +02:00
run-ktx.mjs feat(cli): clean up dev command surface (#57) 2026-05-13 12:00:08 +02:00
run-ktx.test.mjs feat: merge ingest and scan 2026-05-14 01:43:06 +02:00
setup-dev.mjs feat(cli): clean up command surface 2026-05-12 23:51:46 +02:00
setup-dev.test.mjs fix(cli): remove ktx setup subcommands (#42) 2026-05-13 00:38:26 +02:00
standalone-ci-workflow.test.mjs ci: run pre-commit checks in CI (#74) 2026-05-13 19:49:25 +02:00
test-tiering.test.mjs [codex] Add Conductor workspace scripts (#2) 2026-05-11 09:55:42 +02:00
validate-llm-debug-jsonl.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00
validate-llm-debug-jsonl.test.mjs rename klo to ktx 2026-05-10 23:51:24 +02:00