File size: 26,474 Bytes
3fbbaab fdb72a5 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab fdb72a5 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 fdb72a5 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab 1b56ed2 3fbbaab | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 | #!/usr/bin/env python3
"""
mcp_add.py -- Add MCP server records to the wiki catalog with intake gate.
Records are catalog-only (no local install). Sources are merged idempotently
so the same record from two different harvesters yields one page with both
sources listed.
Usage
-----
# Single record from JSON file
ctx-mcp-add --from-json /path/to/record.json
# JSONL from file (one JSON object per line)
ctx-mcp-add --from-jsonl /path/to/records.jsonl
# JSONL from stdin
ctx-mcp-add --from-stdin
[--dry-run] [--wiki PATH] [--skip-existing]
"""
import argparse
import json
import os
import re
import sys
from dataclasses import replace
from datetime import datetime, timezone
from pathlib import Path
from typing import Any
import yaml # type: ignore[import-untyped]
from ctx.core.entity_update import build_update_review, render_update_review
from ctx_config import cfg
from intake_pipeline import IntakeRejected, check_intake, record_embedding
import mcp_canonical_index
from mcp_entity import McpRecord
from wiki_batch_entities import generate_mcp_page
from ctx.core.wiki.wiki_sync import append_log, ensure_wiki, update_index
from ctx.core.wiki.wiki_queue import enqueue_entity_upsert
from ctx.core.wiki.wiki_utils import validate_skill_name
from ctx.utils._fs_utils import reject_symlink_path, safe_atomic_write_text
TODAY = datetime.now(timezone.utc).strftime("%Y-%m-%d")
# Relative root for MCP server entity pages inside the wiki
_MCP_ENTITY_SUBDIR = "entities/mcp-servers"
def _build_corpus_text(record: McpRecord) -> str:
"""Build a SKILL.md-shaped corpus blob for the intake gate + embedding.
The intake gate's structural check expects YAML frontmatter with
``name`` + ``description`` plus an H1 and H2 in the body — the
same shape skills and agents present. We synthesize a minimal
page from the McpRecord so the same gate that polices skills and
agents also polices MCPs without the gate needing per-type logic.
The synthesized text is used only for intake (gate + embedding
cache); the actual entity page that lands on disk is the richer
output of ``generate_mcp_page``.
Frontmatter is rendered via ``yaml.safe_dump`` rather than f-string
interpolation. Descriptions and slugs flow from untrusted README
content in the awesome-mcp parser; a description containing
``\\n---\\n`` or ``\\nname: evil`` would otherwise corrupt the
synthesized YAML before the intake gate sees it. Body sections are
plain markdown with no parser-significant interpolation.
"""
tags_line = " ".join(record.tags) if record.tags else "none"
transports_line = " ".join(record.transports) if record.transports else "unknown"
sources_line = " ".join(record.sources) if record.sources else "none"
fm_yaml = yaml.safe_dump(
{"name": record.slug, "description": record.description},
default_flow_style=False,
allow_unicode=True,
sort_keys=False,
)
return (
"---\n"
f"{fm_yaml}"
"---\n\n"
f"# {record.name}\n\n"
"## Overview\n\n"
f"{record.description}\n\n"
"## Tags\n\n"
f"{tags_line}\n\n"
"## Transports\n\n"
f"{transports_line}\n\n"
"## Sources\n\n"
f"{sources_line}\n"
)
def _merge_sources(existing_fm: dict[str, Any], new_sources: tuple[str, ...]) -> list[str]:
"""Return a sorted, deduplicated union of existing and new sources."""
existing: list[str] = existing_fm.get("sources", []) or []
merged = sorted(set(existing) | set(new_sources))
return merged
def _parse_frontmatter(text: str) -> dict[str, Any]:
"""Extract YAML frontmatter from a markdown page. Returns {} on failure."""
match = re.match(r"^---\n(.*?\n)---\n", text, re.DOTALL)
if not match:
return {}
try:
data = yaml.safe_load(match.group(1))
return data if isinstance(data, dict) else {}
except yaml.YAMLError:
return {}
def _keep_longer_description(existing_fm: dict[str, Any], record: McpRecord) -> str:
"""Return whichever description is longer — existing page's or the record's."""
existing_desc: str = existing_fm.get("description", "") or ""
return existing_desc if len(existing_desc) >= len(record.description) else record.description
def _rewrite_frontmatter(page_text: str, new_fm: dict[str, Any]) -> str:
"""Replace the YAML frontmatter block in *page_text* with *new_fm*."""
body_match = re.match(r"^---\n.*?\n---\n(.*)", page_text, re.DOTALL)
body = body_match.group(1) if body_match else page_text
fm_str = yaml.safe_dump(new_fm, default_flow_style=False, allow_unicode=True, sort_keys=False)
return f"---\n{fm_str}---\n{body}"
def _tuple_from_frontmatter(raw: object, fallback: tuple[str, ...]) -> tuple[str, ...]:
if isinstance(raw, str):
return tuple(item.strip() for item in raw.split(",") if item.strip())
if isinstance(raw, (list, tuple, set, frozenset)):
return tuple(str(item).strip() for item in raw if str(item).strip())
return fallback
def _optional_text_from_frontmatter(raw: object, fallback: str | None) -> str | None:
if raw is None:
return fallback
text = str(raw).strip()
return text or fallback
def _render_existing_update_page(
*,
existing_fm: dict[str, Any],
record: McpRecord,
merged_sources: list[str],
kept_description: str,
) -> str:
updated_fm = {
**existing_fm,
"sources": merged_sources,
"description": kept_description,
"updated": TODAY,
}
render_record = replace(
record,
name=str(updated_fm.get("name") or record.name),
description=kept_description,
sources=tuple(merged_sources),
github_url=_optional_text_from_frontmatter(
updated_fm.get("github_url"), record.github_url
),
homepage_url=_optional_text_from_frontmatter(
updated_fm.get("homepage_url"), record.homepage_url
),
tags=_tuple_from_frontmatter(updated_fm.get("tags"), record.tags),
transports=_tuple_from_frontmatter(
updated_fm.get("transports"), record.transports
),
)
rendered_text = generate_mcp_page(render_record)
return _rewrite_frontmatter(rendered_text, updated_fm)
def _normalize_github_url(url: str | None) -> str | None:
"""Return the canonical lowercase GitHub URL, or None for non-GitHub inputs.
Mirrors ``McpRecord.canonical_dedup_key`` so an existing-entity scan
can match against new records on the same key. We strip trailing
slashes and lowercase host+path because GitHub URLs are case-
insensitive at the host but display case is preserved by the parser.
"""
if not url:
return None
candidate = url.strip().rstrip("/").lower()
if not candidate.startswith(("http://github.com/", "https://github.com/")):
return None
return candidate
def _scan_for_github_url(mcp_dir: Path, target: str) -> Path | None:
"""Walk every entity page looking for a canonical github_url match.
O(n) fallback used when the canonical-index sidecar misses or
returns a stale entry. ``target`` must already be normalized — this
function does not re-normalize.
"""
for page in mcp_dir.rglob("*.md"):
# Skip sidecar files (``.canonical-index.json`` is not .md but
# a future hidden .md would be caught here).
if page.name.startswith("."):
continue
try:
text = page.read_text(encoding="utf-8", errors="replace")
except OSError:
continue
# Fast path: grep the text for the URL before parsing YAML.
if target not in text.lower():
continue
fm = _parse_frontmatter(text)
if _normalize_github_url(fm.get("github_url")) == target:
return page
return None
def _find_existing_by_github_url(
mcp_dir: Path, target_github_url: str | None
) -> Path | None:
"""Return the path of an existing entity page for ``target_github_url``.
Phase 3.6 cross-source dedup: when awesome-mcp and pulsemcp both
catalog the same upstream repo, their slugs differ, and the slug-
based existence check in ``add_mcp`` would create two separate
entities. This helper finds the existing entity by its canonical
github_url so the second source can merge into it instead.
Phase 6b: canonical-index sidecar turns the O(n) scan into O(1)
lookup on the hot path. The index is a *cache*, not authoritative:
- Hit + file exists -> return the indexed path.
- Hit + file missing -> stale entry; scan and repair (upsert the
scan result, or remove the stale mapping if nothing matches).
- Miss -> scan once; on hit, repair by upserting.
- No github_url -> return None (indexing github-only URLs).
"""
target = _normalize_github_url(target_github_url)
if target is None or not mcp_dir.is_dir():
return None
index = mcp_canonical_index.load_index(mcp_dir)
# Distinguish "true miss" (no entry) from "stale hit" (entry exists
# but points at nothing/something else). lookup() collapses both to
# None which hides the information we need for repair decisions.
raw_entry = index["by_github_url"].get(target)
cached = mcp_canonical_index.lookup(mcp_dir, target, index=index)
if cached is not None:
# Defensive confirm: the indexed file might have been manually
# edited to point at a different repo. If the stored github_url
# still matches the target, we trust it; otherwise fall through
# to the scan path and treat this as a stale entry.
try:
fm = _parse_frontmatter(cached.read_text(encoding="utf-8", errors="replace"))
if _normalize_github_url(fm.get("github_url")) == target:
return cached
except OSError:
pass # Scan-and-repair below handles this.
# Miss or stale hit: fall back to the authoritative scan.
hit = _scan_for_github_url(mcp_dir, target)
if hit is not None:
# Repair the index so the next call is O(1).
try:
relpath = hit.relative_to(mcp_dir).as_posix()
slug = hit.stem
mcp_canonical_index.upsert(
mcp_dir, target, slug=slug, relpath=relpath, index=index
)
except (OSError, ValueError):
# Index-repair failure must not block the dedup decision;
# the next successful add will get another chance to repair.
pass
return hit
# Nothing on disk anywhere. If the index had a stale entry, drop it
# so future lookups don't keep paying the scan cost.
if raw_entry is not None:
try:
mcp_canonical_index.remove(mcp_dir, target, index=index)
except OSError:
pass
return None
def add_mcp(
*,
record: McpRecord,
wiki_path: Path,
dry_run: bool = False,
review_existing: bool = False,
update_existing: bool = False,
) -> dict[str, Any]:
"""Add (or merge sources for) one MCP record into the wiki catalog.
Flow:
1. Validate slug.
2. Compute target path: wiki/entities/mcp-servers/<first-letter>/<slug>.md
3. If target exists -> SKIP intake gate, run merge directly. The
merge path is for known-good entities; running intake here would
flag the re-fetched record as DUPLICATE against its own existing
embedding (cosine 1.0 >= dup_threshold 0.93) and block source
merging from ever happening. Existence is the source of truth.
4. If target does NOT exist -> run intake gate, then write a new
entity page via generate_mcp_page(). Intake's similarity check
here is meaningful: it catches near-duplicates *between distinct
slugs* in the same source (e.g. two records that differ only in
creator-prefix capitalisation).
5. record_embedding (non-fatal). Only on first creation; re-merge
doesn't touch the cache because the existing vector is correct.
6. update_index + append_log (only when is_new_page).
Args:
record: Populated McpRecord dataclass instance.
wiki_path: Absolute path to the wiki root directory.
dry_run: Compute everything but skip writes and embeddings.
review_existing: Return an update review instead of mutating existing pages.
update_existing: Apply an existing-page update after review.
Returns:
dict with keys: slug, is_new_page, merged_sources, path
"""
validate_skill_name(record.slug)
entity_rel = record.entity_relpath() # e.g. "f/fetch-mcp.md"
mcp_dir = wiki_path / _MCP_ENTITY_SUBDIR
target_path = mcp_dir / entity_rel
# Phase 3.6: cross-source dedup by canonical github_url before the
# slug-based check. When awesome-mcp and pulsemcp both catalog the
# same upstream repo, their slugs differ — we want to merge into
# the existing entity, not create a second one at our slug path.
# Only fires when the new record carries a github_url; pulsemcp
# listing-page records currently have only homepage_url (Phase 6
# detail-page enrichment will populate github_url so this dedup
# path becomes meaningful for them too).
canonical_match = _find_existing_by_github_url(mcp_dir, record.github_url)
if canonical_match is not None and canonical_match != target_path:
target_path = canonical_match
reject_symlink_path(target_path)
target_path.parent.mkdir(parents=True, exist_ok=True)
target_slug = target_path.stem
is_new_page: bool
merged_sources: list[str]
decision = None # Filled only on the new-record path; new entries
# carry their intake findings forward into the log.
corpus_text = ""
# Phase 1 of branching: compute the read-side state. No serialization
# work happens here so dry-run cannot fail on a malformed existing
# page — that's deferred to the write-gate below.
if target_path.exists():
# Existing entity → straight to merge. No intake call: the gate
# would reject this as DUPLICATE against the cached embedding
# of the original ingest, blocking the source-merge that's the
# whole point of re-fetching. Phase 3b made this concrete.
is_new_page = False
existing_text = target_path.read_text(encoding="utf-8")
existing_fm = _parse_frontmatter(existing_text)
merged_sources = _merge_sources(existing_fm, record.sources)
kept_description = _keep_longer_description(existing_fm, record)
else:
# New entity → intake gate applies. A DUPLICATE finding here
# would mean a *different* slug has near-identical content,
# which is a real signal we want to surface.
corpus_text = _build_corpus_text(record)
decision = check_intake(corpus_text, "mcp-servers")
if not decision.allow:
raise IntakeRejected(decision)
is_new_page = True
existing_text = ""
existing_fm = {}
merged_sources = sorted(record.sources)
kept_description = record.description
if is_new_page:
final_text = generate_mcp_page(record)
else:
final_text = _render_existing_update_page(
existing_fm=existing_fm,
record=record,
merged_sources=merged_sources,
kept_description=kept_description,
)
if review_existing and not is_new_page and not update_existing:
review = build_update_review(
entity_type="mcp-server",
slug=target_slug,
existing_text=existing_text,
proposed_text=final_text,
)
return {
"slug": target_slug,
"is_new_page": False,
"merged_sources": merged_sources,
"path": str(target_path),
"skipped": True,
"update_required": True,
"update_review": render_update_review(review),
"queued_job_id": None,
}
queue_job = None
if not dry_run:
# Phase 2 of branching: render and write. Any YAML serialization
# failure now is a real error, not a dry-run side-effect.
safe_atomic_write_text(target_path, final_text, encoding="utf-8")
queue_job = enqueue_entity_upsert(
wiki_path=wiki_path,
entity_type="mcp-server",
slug=target_slug,
entity_path=target_path,
content=final_text,
action="created" if is_new_page else "updated",
source="mcp_add",
)
# Phase 6b: keep the canonical sidecar index hot. Upsert on
# every successful write so the first cross-source dedup after
# this add is O(1) without needing a rebuild. Applies to both
# new pages AND source merges — a merge can land a github_url
# from the second source when the first source lacked one.
# Index-write failures must not break the add; the next lookup
# will scan-and-repair.
canonical = _normalize_github_url(record.github_url)
if canonical is not None:
try:
relpath = target_path.relative_to(mcp_dir).as_posix()
mcp_canonical_index.upsert(
mcp_dir,
canonical,
slug=target_slug,
relpath=relpath,
)
except (OSError, ValueError) as exc:
print(
f"Warning: failed to update canonical index for {record.slug}: {exc}",
file=sys.stderr,
)
# Embed + index + log only on first creation. Re-merging an
# existing entity does not invalidate its embedding (content
# is the same — sources are metadata, not corpus text), and
# logging every re-merge would blow up log.md at scale.
if is_new_page:
try:
record_embedding(
subject_id=record.slug,
raw_md=corpus_text,
subject_type="mcp-servers",
)
except Exception as exc: # noqa: BLE001 — cache failure must not break catalog
print(
f"Warning: failed to record intake embedding for {record.slug}: {exc}",
file=sys.stderr,
)
update_index(str(wiki_path), [target_slug], subject_type="mcp-servers")
log_details = [
f"Slug: {target_slug}",
f"Path: {target_path}",
f"Sources: {', '.join(merged_sources) if merged_sources else 'none'}",
f"Tags: {', '.join(record.tags) if record.tags else 'none'}",
f"Transports: {', '.join(record.transports) if record.transports else 'unknown'}",
]
# ``decision`` is set whenever ``is_new_page`` is True (intake
# ran on the new-record path). The assert is a typing invariant,
# not a runtime guard.
assert decision is not None
warnings = decision.warnings
if warnings:
log_details.append(
"Warnings: " + "; ".join(f"{w.code}:{w.message}" for w in warnings)
)
append_log(str(wiki_path), "add-mcp", target_slug, log_details)
return {
"slug": target_slug,
"is_new_page": is_new_page,
"merged_sources": merged_sources,
"path": str(target_path),
"skipped": False,
"update_required": False,
"queued_job_id": queue_job.id if queue_job is not None else None,
}
# ── CLI ───────────────────────────────────────────────────────────────────────
def _process_batch(
records: list[dict[str, Any]],
wiki_path: Path,
dry_run: bool,
skip_existing: bool,
update_existing: bool,
mcp_entity_dir: Path,
) -> tuple[int, int, int, int, int]:
"""Process records. Returns (added, merged, reviewed, rejected, errors)."""
added = merged = reviewed = rejected = errors = 0
total = len(records)
for i, raw in enumerate(records, 1):
slug = raw.get("slug", "<unknown>")
try:
record = McpRecord.from_dict(raw)
except Exception as exc: # noqa: BLE001 — batch CLI must not crash on one bad record
errors += 1
print(f" [{i}/{total}] ERROR: {slug}: {exc}", file=sys.stderr)
continue
entity_rel = record.entity_relpath()
target_path = mcp_entity_dir / entity_rel
if skip_existing and target_path.exists():
merged += 1
print(f" [{i}/{total}] [skipped] {record.slug}")
continue
try:
result = add_mcp(
record=record,
wiki_path=wiki_path,
dry_run=dry_run,
review_existing=True,
update_existing=update_existing,
)
if result["is_new_page"]:
added += 1
status = "added"
elif result.get("update_required"):
reviewed += 1
status = "update-review"
if result.get("update_review"):
print(result["update_review"])
else:
merged += 1
status = "updated" if update_existing else "merged"
print(f" [{i}/{total}] [{status}] {record.slug}")
except IntakeRejected as exc:
rejected += 1
codes = ", ".join(f.code for f in exc.decision.failures) or "unknown"
print(f" [{i}/{total}] [rejected] {record.slug}: {codes}", file=sys.stderr)
except Exception as exc: # noqa: BLE001 — batch CLI must continue past one failure
errors += 1
print(f" [{i}/{total}] ERROR: {record.slug}: {exc}", file=sys.stderr)
return added, merged, reviewed, rejected, errors
def main() -> None:
"""Entry point for the ctx-mcp-add CLI."""
parser = argparse.ArgumentParser(
description="Add MCP server records to the wiki catalog"
)
source_group = parser.add_mutually_exclusive_group(required=True)
source_group.add_argument(
"--from-json",
metavar="PATH",
help="Single record as a JSON object file",
)
source_group.add_argument(
"--from-jsonl",
metavar="PATH",
help="Batch of records as a JSONL file (one object per line)",
)
source_group.add_argument(
"--from-stdin",
action="store_true",
help="Read JSONL records from stdin (one object per line)",
)
parser.add_argument("--dry-run", action="store_true", help="Parse and validate but skip writes")
parser.add_argument("--wiki", default=str(cfg.wiki_dir), help="Wiki root path")
parser.add_argument(
"--skip-existing",
action="store_true",
help="Skip records whose entity page already exists (no source merge)",
)
parser.add_argument(
"--update-existing",
action="store_true",
help="Apply the reviewed replacement when an MCP entity already exists",
)
args = parser.parse_args()
wiki_path = Path(os.path.expanduser(args.wiki))
ensure_wiki(str(wiki_path))
mcp_entity_dir = wiki_path / _MCP_ENTITY_SUBDIR
raw_records: list[dict[str, Any]] = []
if args.from_json:
json_path = Path(os.path.expanduser(args.from_json))
if not json_path.exists():
print(f"Error: {json_path} does not exist.", file=sys.stderr)
sys.exit(1)
try:
raw_records = [json.loads(json_path.read_text(encoding="utf-8"))]
except json.JSONDecodeError as exc:
print(f"Error: failed to parse JSON: {exc}", file=sys.stderr)
sys.exit(1)
elif args.from_jsonl:
jsonl_path = Path(os.path.expanduser(args.from_jsonl))
if not jsonl_path.exists():
print(f"Error: {jsonl_path} does not exist.", file=sys.stderr)
sys.exit(1)
for lineno, line in enumerate(
jsonl_path.read_text(encoding="utf-8").splitlines(), 1
):
line = line.strip()
if not line:
continue
try:
raw_records.append(json.loads(line))
except json.JSONDecodeError as exc:
print(f"Warning: line {lineno} skipped (bad JSON): {exc}", file=sys.stderr)
elif args.from_stdin:
for lineno, line in enumerate(sys.stdin, 1):
line = line.strip()
if not line:
continue
try:
raw_records.append(json.loads(line))
except json.JSONDecodeError as exc:
print(f"Warning: line {lineno} skipped (bad JSON): {exc}", file=sys.stderr)
if not raw_records:
print("No records to process.", file=sys.stderr)
sys.exit(0)
added, merged, reviewed, rejected, errors = _process_batch(
records=raw_records,
wiki_path=wiki_path,
dry_run=args.dry_run,
skip_existing=args.skip_existing,
update_existing=args.update_existing,
mcp_entity_dir=mcp_entity_dir,
)
dry_label = " (dry-run)" if args.dry_run else ""
print(
f"\nDone{dry_label}: {added} added, {merged} updated, "
f"{reviewed} reviewed, {rejected} rejected, {errors} errors"
)
if __name__ == "__main__":
main()
|