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<meta name="description" content="Project knowledge graph for AI coding agents — code structure, business rules, and architectural decisions in one queryable graph">
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Graph Schema
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API Reference
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1111
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Python SDK
1128
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</span>
1132
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</a>
1136
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<li class="md-nav__item">
1148
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1149
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<span class="md-ellipsis">
1153
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Ingestion
1156
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1159
</span>
1160
1161
1162
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</a>
1164
</li>
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1176
<a href="../analysis/" class="md-nav__link">
1177
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<span class="md-ellipsis">
1181
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Analysis
1184
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1186
1187
</span>
1188
1189
1190
1191
</a>
1192
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1193
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1204
<a href="../graph/" class="md-nav__link">
1205
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1207
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<span class="md-ellipsis">
1209
1210
1211
Graph
1212
1213
1214
1215
</span>
1216
1217
1218
1219
</a>
1220
</li>
1221
1222
1223
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1230
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<li class="md-nav__item md-nav__item--active">
1234
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1236
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<label class="md-nav__link md-nav__link--active" for="__toc">
1242
1243
1244
1245
<span class="md-ellipsis">
1246
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1248
MCP Server
1249
1250
1251
1252
</span>
1253
1254
1255
1256
<span class="md-nav__icon md-icon"></span>
1257
</label>
1258
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1260
1261
1262
1263
<span class="md-ellipsis">
1264
1265
1266
MCP Server
1267
1268
1269
1270
</span>
1271
1272
1273
1274
</a>
1275
1276
1277
1278
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
1279
1280
1281
1282
1283
1284
1285
<label class="md-nav__title" for="__toc">
1286
<span class="md-nav__icon md-icon"></span>
1287
Table of contents
1288
</label>
1289
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
1290
1291
<li class="md-nav__item">
1292
<a href="#create_mcp_server" class="md-nav__link">
1293
<span class="md-ellipsis">
1294
1295
create_mcp_server
1296
1297
</span>
1298
</a>
1299
1300
<nav class="md-nav" aria-label="create_mcp_server">
1301
<ul class="md-nav__list">
1302
1303
<li class="md-nav__item">
1304
<a href="#usage" class="md-nav__link">
1305
<span class="md-ellipsis">
1306
1307
Usage
1308
1309
</span>
1310
</a>
1311
1312
</li>
1313
1314
</ul>
1315
</nav>
1316
1317
</li>
1318
1319
<li class="md-nav__item">
1320
<a href="#available-mcp-tools" class="md-nav__link">
1321
<span class="md-ellipsis">
1322
1323
Available MCP tools
1324
1325
</span>
1326
</a>
1327
1328
<nav class="md-nav" aria-label="Available MCP tools">
1329
<ul class="md-nav__list">
1330
1331
<li class="md-nav__item">
1332
<a href="#ingest" class="md-nav__link">
1333
<span class="md-ellipsis">
1334
1335
ingest
1336
1337
</span>
1338
</a>
1339
1340
</li>
1341
1342
<li class="md-nav__item">
1343
<a href="#context" class="md-nav__link">
1344
<span class="md-ellipsis">
1345
1346
context
1347
1348
</span>
1349
</a>
1350
1351
</li>
1352
1353
<li class="md-nav__item">
1354
<a href="#function" class="md-nav__link">
1355
<span class="md-ellipsis">
1356
1357
function
1358
1359
</span>
1360
</a>
1361
1362
</li>
1363
1364
<li class="md-nav__item">
1365
<a href="#class" class="md-nav__link">
1366
<span class="md-ellipsis">
1367
1368
class
1369
1370
</span>
1371
</a>
1372
1373
</li>
1374
1375
<li class="md-nav__item">
1376
<a href="#explain" class="md-nav__link">
1377
<span class="md-ellipsis">
1378
1379
explain
1380
1381
</span>
1382
</a>
1383
1384
</li>
1385
1386
<li class="md-nav__item">
1387
<a href="#search" class="md-nav__link">
1388
<span class="md-ellipsis">
1389
1390
search
1391
1392
</span>
1393
</a>
1394
1395
</li>
1396
1397
<li class="md-nav__item">
1398
<a href="#query" class="md-nav__link">
1399
<span class="md-ellipsis">
1400
1401
query
1402
1403
</span>
1404
</a>
1405
1406
</li>
1407
1408
<li class="md-nav__item">
1409
<a href="#get_rationale" class="md-nav__link">
1410
<span class="md-ellipsis">
1411
1412
get_rationale
1413
1414
</span>
1415
</a>
1416
1417
</li>
1418
1419
<li class="md-nav__item">
1420
<a href="#find_owners" class="md-nav__link">
1421
<span class="md-ellipsis">
1422
1423
find_owners
1424
1425
</span>
1426
</a>
1427
1428
</li>
1429
1430
<li class="md-nav__item">
1431
<a href="#search_knowledge" class="md-nav__link">
1432
<span class="md-ellipsis">
1433
1434
search_knowledge
1435
1436
</span>
1437
</a>
1438
1439
</li>
1440
1441
<li class="md-nav__item">
1442
<a href="#blast_radius" class="md-nav__link">
1443
<span class="md-ellipsis">
1444
1445
blast_radius
1446
1447
</span>
1448
</a>
1449
1450
</li>
1451
1452
</ul>
1453
</nav>
1454
1455
</li>
1456
1457
<li class="md-nav__item">
1458
<a href="#security" class="md-nav__link">
1459
<span class="md-ellipsis">
1460
1461
Security
1462
1463
</span>
1464
</a>
1465
1466
<nav class="md-nav" aria-label="Security">
1467
<ul class="md-nav__list">
1468
1469
<li class="md-nav__item">
1470
<a href="#read-only-mode" class="md-nav__link">
1471
<span class="md-ellipsis">
1472
1473
Read-only mode
1474
1475
</span>
1476
</a>
1477
1478
</li>
1479
1480
<li class="md-nav__item">
1481
<a href="#query-complexity-limits" class="md-nav__link">
1482
<span class="md-ellipsis">
1483
1484
Query complexity limits
1485
1486
</span>
1487
</a>
1488
1489
</li>
1490
1491
</ul>
1492
</nav>
1493
1494
</li>
1495
1496
</ul>
1497
1498
</nav>
1499
1500
</li>
1501
1502
1503
1504
1505
</ul>
1506
</nav>
1507
1508
</li>
1509
1510
1511
1512
</ul>
1513
</nav>
1514
</div>
1515
</div>
1516
</div>
1517
1518
1519
1520
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
1521
<div class="md-sidebar__scrollwrap">
1522
<div class="md-sidebar__inner">
1523
1524
1525
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
1526
1527
1528
1529
1530
1531
1532
<label class="md-nav__title" for="__toc">
1533
<span class="md-nav__icon md-icon"></span>
1534
Table of contents
1535
</label>
1536
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
1537
1538
<li class="md-nav__item">
1539
<a href="#create_mcp_server" class="md-nav__link">
1540
<span class="md-ellipsis">
1541
1542
create_mcp_server
1543
1544
</span>
1545
</a>
1546
1547
<nav class="md-nav" aria-label="create_mcp_server">
1548
<ul class="md-nav__list">
1549
1550
<li class="md-nav__item">
1551
<a href="#usage" class="md-nav__link">
1552
<span class="md-ellipsis">
1553
1554
Usage
1555
1556
</span>
1557
</a>
1558
1559
</li>
1560
1561
</ul>
1562
</nav>
1563
1564
</li>
1565
1566
<li class="md-nav__item">
1567
<a href="#available-mcp-tools" class="md-nav__link">
1568
<span class="md-ellipsis">
1569
1570
Available MCP tools
1571
1572
</span>
1573
</a>
1574
1575
<nav class="md-nav" aria-label="Available MCP tools">
1576
<ul class="md-nav__list">
1577
1578
<li class="md-nav__item">
1579
<a href="#ingest" class="md-nav__link">
1580
<span class="md-ellipsis">
1581
1582
ingest
1583
1584
</span>
1585
</a>
1586
1587
</li>
1588
1589
<li class="md-nav__item">
1590
<a href="#context" class="md-nav__link">
1591
<span class="md-ellipsis">
1592
1593
context
1594
1595
</span>
1596
</a>
1597
1598
</li>
1599
1600
<li class="md-nav__item">
1601
<a href="#function" class="md-nav__link">
1602
<span class="md-ellipsis">
1603
1604
function
1605
1606
</span>
1607
</a>
1608
1609
</li>
1610
1611
<li class="md-nav__item">
1612
<a href="#class" class="md-nav__link">
1613
<span class="md-ellipsis">
1614
1615
class
1616
1617
</span>
1618
</a>
1619
1620
</li>
1621
1622
<li class="md-nav__item">
1623
<a href="#explain" class="md-nav__link">
1624
<span class="md-ellipsis">
1625
1626
explain
1627
1628
</span>
1629
</a>
1630
1631
</li>
1632
1633
<li class="md-nav__item">
1634
<a href="#search" class="md-nav__link">
1635
<span class="md-ellipsis">
1636
1637
search
1638
1639
</span>
1640
</a>
1641
1642
</li>
1643
1644
<li class="md-nav__item">
1645
<a href="#query" class="md-nav__link">
1646
<span class="md-ellipsis">
1647
1648
query
1649
1650
</span>
1651
</a>
1652
1653
</li>
1654
1655
<li class="md-nav__item">
1656
<a href="#get_rationale" class="md-nav__link">
1657
<span class="md-ellipsis">
1658
1659
get_rationale
1660
1661
</span>
1662
</a>
1663
1664
</li>
1665
1666
<li class="md-nav__item">
1667
<a href="#find_owners" class="md-nav__link">
1668
<span class="md-ellipsis">
1669
1670
find_owners
1671
1672
</span>
1673
</a>
1674
1675
</li>
1676
1677
<li class="md-nav__item">
1678
<a href="#search_knowledge" class="md-nav__link">
1679
<span class="md-ellipsis">
1680
1681
search_knowledge
1682
1683
</span>
1684
</a>
1685
1686
</li>
1687
1688
<li class="md-nav__item">
1689
<a href="#blast_radius" class="md-nav__link">
1690
<span class="md-ellipsis">
1691
1692
blast_radius
1693
1694
</span>
1695
</a>
1696
1697
</li>
1698
1699
</ul>
1700
</nav>
1701
1702
</li>
1703
1704
<li class="md-nav__item">
1705
<a href="#security" class="md-nav__link">
1706
<span class="md-ellipsis">
1707
1708
Security
1709
1710
</span>
1711
</a>
1712
1713
<nav class="md-nav" aria-label="Security">
1714
<ul class="md-nav__list">
1715
1716
<li class="md-nav__item">
1717
<a href="#read-only-mode" class="md-nav__link">
1718
<span class="md-ellipsis">
1719
1720
Read-only mode
1721
1722
</span>
1723
</a>
1724
1725
</li>
1726
1727
<li class="md-nav__item">
1728
<a href="#query-complexity-limits" class="md-nav__link">
1729
<span class="md-ellipsis">
1730
1731
Query complexity limits
1732
1733
</span>
1734
</a>
1735
1736
</li>
1737
1738
</ul>
1739
</nav>
1740
1741
</li>
1742
1743
</ul>
1744
1745
</nav>
1746
</div>
1747
</div>
1748
</div>
1749
1750
1751
1752
<div class="md-content" data-md-component="content">
1753
1754
<article class="md-content__inner md-typeset">
1755
1756
1757
1758
1759
1760
1761
1762
1763
<h1 id="mcp-server-api">MCP Server API<a class="headerlink" href="#mcp-server-api" title="Permanent link">&para;</a></h1>
1764
<p>Navegador exposes all context-loading commands as an MCP server. The server is created with <code>create_mcp_server()</code> and speaks the <a href="https://modelcontextprotocol.io">Model Context Protocol</a> over stdio.</p>
1765
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.mcp</span><span class="w"> </span><span class="kn">import</span> <span class="n">create_mcp_server</span>
1766
</code></pre></div>
1767
<hr />
1768
<h2 id="create_mcp_server">create_mcp_server<a class="headerlink" href="#create_mcp_server" title="Permanent link">&para;</a></h2>
1769
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="k">def</span><span class="w"> </span><span class="nf">create_mcp_server</span><span class="p">(</span>
1770
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a> <span class="n">store</span><span class="p">:</span> <span class="n">GraphStore</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
1771
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a> <span class="n">db_path</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
1772
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a> <span class="n">read_only</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
1773
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a> <span class="n">max_query_complexity</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
1774
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">MCPServer</span><span class="p">:</span> <span class="o">...</span>
1775
</code></pre></div>
1776
<p>Creates and returns an MCP server instance. If <code>store</code> is not provided, opens a <code>GraphStore.sqlite()</code> at <code>db_path</code> (or <code>NAVEGADOR_DB</code> env var, or <code>./navegador.db</code>).</p>
1777
<ul>
1778
<li><code>read_only</code>: when <code>True</code>, disables the <code>ingest</code> tool and restricts the <code>query</code> tool to <code>MATCH</code>/<code>RETURN</code> only. Corresponds to <code>navegador mcp --read-only</code>.</li>
1779
<li><code>max_query_complexity</code>: if non-zero, rejects Cypher queries whose estimated complexity exceeds this value. Prevents runaway traversals in multi-agent environments.</li>
1780
</ul>
1781
<p>The CLI command <code>navegador mcp [--db path] [--read-only]</code> calls this function and runs the server loop.</p>
1782
<h3 id="usage">Usage<a class="headerlink" href="#usage" title="Permanent link">&para;</a></h3>
1783
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.graph</span><span class="w"> </span><span class="kn">import</span> <span class="n">GraphStore</span>
1784
<a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.mcp</span><span class="w"> </span><span class="kn">import</span> <span class="n">create_mcp_server</span>
1785
<a id="__codelineno-2-3" name="__codelineno-2-3" href="#__codelineno-2-3"></a>
1786
<a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a><span class="n">store</span> <span class="o">=</span> <span class="n">GraphStore</span><span class="o">.</span><span class="n">sqlite</span><span class="p">(</span><span class="s2">&quot;.navegador/navegador.db&quot;</span><span class="p">)</span>
1787
<a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a><span class="n">server</span> <span class="o">=</span> <span class="n">create_mcp_server</span><span class="p">(</span><span class="n">store</span><span class="o">=</span><span class="n">store</span><span class="p">)</span>
1788
<a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a><span class="n">server</span><span class="o">.</span><span class="n">run</span><span class="p">()</span> <span class="c1"># blocks; serves over stdio</span>
1789
</code></pre></div>
1790
<p>To embed in a larger MCP server:</p>
1791
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a><span class="n">server</span> <span class="o">=</span> <span class="n">create_mcp_server</span><span class="p">(</span><span class="n">db_path</span><span class="o">=</span><span class="s2">&quot;.navegador/navegador.db&quot;</span><span class="p">)</span>
1792
<a id="__codelineno-3-2" name="__codelineno-3-2" href="#__codelineno-3-2"></a><span class="c1"># register additional tools on server before running</span>
1793
<a id="__codelineno-3-3" name="__codelineno-3-3" href="#__codelineno-3-3"></a><span class="n">server</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
1794
</code></pre></div>
1795
<hr />
1796
<h2 id="available-mcp-tools">Available MCP tools<a class="headerlink" href="#available-mcp-tools" title="Permanent link">&para;</a></h2>
1797
<p>All tools accept JSON input and return JSON output. There are 11 tools in total.</p>
1798
<hr />
1799
<h3 id="ingest"><code>ingest</code><a class="headerlink" href="#ingest" title="Permanent link">&para;</a></h3>
1800
<p>Ingest a repository or file into the graph.</p>
1801
<p><strong>Input schema:</strong>
1802
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a><span class="p">{</span>
1803
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1804
<a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1805
<a id="__codelineno-4-4" name="__codelineno-4-4" href="#__codelineno-4-4"></a><span class="w"> </span><span class="nt">&quot;path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1806
<a id="__codelineno-4-5" name="__codelineno-4-5" href="#__codelineno-4-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1807
<a id="__codelineno-4-6" name="__codelineno-4-6" href="#__codelineno-4-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to the repo or file to ingest&quot;</span>
1808
<a id="__codelineno-4-7" name="__codelineno-4-7" href="#__codelineno-4-7"></a><span class="w"> </span><span class="p">},</span>
1809
<a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a><span class="w"> </span><span class="nt">&quot;clear&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1810
<a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span><span class="p">,</span>
1811
<a id="__codelineno-4-10" name="__codelineno-4-10" href="#__codelineno-4-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Wipe the graph before ingesting&quot;</span><span class="p">,</span>
1812
<a id="__codelineno-4-11" name="__codelineno-4-11" href="#__codelineno-4-11"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
1813
<a id="__codelineno-4-12" name="__codelineno-4-12" href="#__codelineno-4-12"></a><span class="w"> </span><span class="p">}</span>
1814
<a id="__codelineno-4-13" name="__codelineno-4-13" href="#__codelineno-4-13"></a><span class="w"> </span><span class="p">},</span>
1815
<a id="__codelineno-4-14" name="__codelineno-4-14" href="#__codelineno-4-14"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;path&quot;</span><span class="p">]</span>
1816
<a id="__codelineno-4-15" name="__codelineno-4-15" href="#__codelineno-4-15"></a><span class="p">}</span>
1817
</code></pre></div></p>
1818
<p><strong>Output:</strong> <code>IngestionResult</code> serialized to JSON.</p>
1819
<hr />
1820
<h3 id="context"><code>context</code><a class="headerlink" href="#context" title="Permanent link">&para;</a></h3>
1821
<p>Return the full context bundle for a source file.</p>
1822
<p><strong>Input schema:</strong>
1823
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a><span class="p">{</span>
1824
<a id="__codelineno-5-2" name="__codelineno-5-2" href="#__codelineno-5-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1825
<a id="__codelineno-5-3" name="__codelineno-5-3" href="#__codelineno-5-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1826
<a id="__codelineno-5-4" name="__codelineno-5-4" href="#__codelineno-5-4"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1827
<a id="__codelineno-5-5" name="__codelineno-5-5" href="#__codelineno-5-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1828
<a id="__codelineno-5-6" name="__codelineno-5-6" href="#__codelineno-5-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Path to the source file&quot;</span>
1829
<a id="__codelineno-5-7" name="__codelineno-5-7" href="#__codelineno-5-7"></a><span class="w"> </span><span class="p">},</span>
1830
<a id="__codelineno-5-8" name="__codelineno-5-8" href="#__codelineno-5-8"></a><span class="w"> </span><span class="nt">&quot;format&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1831
<a id="__codelineno-5-9" name="__codelineno-5-9" href="#__codelineno-5-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1832
<a id="__codelineno-5-10" name="__codelineno-5-10" href="#__codelineno-5-10"></a><span class="w"> </span><span class="nt">&quot;enum&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;json&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;markdown&quot;</span><span class="p">],</span>
1833
<a id="__codelineno-5-11" name="__codelineno-5-11" href="#__codelineno-5-11"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;json&quot;</span>
1834
<a id="__codelineno-5-12" name="__codelineno-5-12" href="#__codelineno-5-12"></a><span class="w"> </span><span class="p">}</span>
1835
<a id="__codelineno-5-13" name="__codelineno-5-13" href="#__codelineno-5-13"></a><span class="w"> </span><span class="p">},</span>
1836
<a id="__codelineno-5-14" name="__codelineno-5-14" href="#__codelineno-5-14"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;file&quot;</span><span class="p">]</span>
1837
<a id="__codelineno-5-15" name="__codelineno-5-15" href="#__codelineno-5-15"></a><span class="p">}</span>
1838
</code></pre></div></p>
1839
<p><strong>Output:</strong> <code>ContextBundle</code> as JSON or markdown string.</p>
1840
<hr />
1841
<h3 id="function"><code>function</code><a class="headerlink" href="#function" title="Permanent link">&para;</a></h3>
1842
<p>Return a function's context bundle including callers, callees, and decorators.</p>
1843
<p><strong>Input schema:</strong>
1844
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="p">{</span>
1845
<a id="__codelineno-6-2" name="__codelineno-6-2" href="#__codelineno-6-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1846
<a id="__codelineno-6-3" name="__codelineno-6-3" href="#__codelineno-6-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1847
<a id="__codelineno-6-4" name="__codelineno-6-4" href="#__codelineno-6-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1848
<a id="__codelineno-6-5" name="__codelineno-6-5" href="#__codelineno-6-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1849
<a id="__codelineno-6-6" name="__codelineno-6-6" href="#__codelineno-6-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function name&quot;</span>
1850
<a id="__codelineno-6-7" name="__codelineno-6-7" href="#__codelineno-6-7"></a><span class="w"> </span><span class="p">},</span>
1851
<a id="__codelineno-6-8" name="__codelineno-6-8" href="#__codelineno-6-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1852
<a id="__codelineno-6-9" name="__codelineno-6-9" href="#__codelineno-6-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1853
<a id="__codelineno-6-10" name="__codelineno-6-10" href="#__codelineno-6-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate&quot;</span>
1854
<a id="__codelineno-6-11" name="__codelineno-6-11" href="#__codelineno-6-11"></a><span class="w"> </span><span class="p">},</span>
1855
<a id="__codelineno-6-12" name="__codelineno-6-12" href="#__codelineno-6-12"></a><span class="w"> </span><span class="nt">&quot;depth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1856
<a id="__codelineno-6-13" name="__codelineno-6-13" href="#__codelineno-6-13"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
1857
<a id="__codelineno-6-14" name="__codelineno-6-14" href="#__codelineno-6-14"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Call graph traversal depth&quot;</span><span class="p">,</span>
1858
<a id="__codelineno-6-15" name="__codelineno-6-15" href="#__codelineno-6-15"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span>
1859
<a id="__codelineno-6-16" name="__codelineno-6-16" href="#__codelineno-6-16"></a><span class="w"> </span><span class="p">}</span>
1860
<a id="__codelineno-6-17" name="__codelineno-6-17" href="#__codelineno-6-17"></a><span class="w"> </span><span class="p">},</span>
1861
<a id="__codelineno-6-18" name="__codelineno-6-18" href="#__codelineno-6-18"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1862
<a id="__codelineno-6-19" name="__codelineno-6-19" href="#__codelineno-6-19"></a><span class="p">}</span>
1863
</code></pre></div></p>
1864
<p><strong>Output:</strong> <code>ContextBundle</code> as JSON.</p>
1865
<hr />
1866
<h3 id="class"><code>class</code><a class="headerlink" href="#class" title="Permanent link">&para;</a></h3>
1867
<p>Return a class context bundle including hierarchy, methods, and references.</p>
1868
<p><strong>Input schema:</strong>
1869
<div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a><span class="p">{</span>
1870
<a id="__codelineno-7-2" name="__codelineno-7-2" href="#__codelineno-7-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1871
<a id="__codelineno-7-3" name="__codelineno-7-3" href="#__codelineno-7-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1872
<a id="__codelineno-7-4" name="__codelineno-7-4" href="#__codelineno-7-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1873
<a id="__codelineno-7-5" name="__codelineno-7-5" href="#__codelineno-7-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1874
<a id="__codelineno-7-6" name="__codelineno-7-6" href="#__codelineno-7-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Class name&quot;</span>
1875
<a id="__codelineno-7-7" name="__codelineno-7-7" href="#__codelineno-7-7"></a><span class="w"> </span><span class="p">},</span>
1876
<a id="__codelineno-7-8" name="__codelineno-7-8" href="#__codelineno-7-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1877
<a id="__codelineno-7-9" name="__codelineno-7-9" href="#__codelineno-7-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1878
<a id="__codelineno-7-10" name="__codelineno-7-10" href="#__codelineno-7-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate&quot;</span>
1879
<a id="__codelineno-7-11" name="__codelineno-7-11" href="#__codelineno-7-11"></a><span class="w"> </span><span class="p">}</span>
1880
<a id="__codelineno-7-12" name="__codelineno-7-12" href="#__codelineno-7-12"></a><span class="w"> </span><span class="p">},</span>
1881
<a id="__codelineno-7-13" name="__codelineno-7-13" href="#__codelineno-7-13"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1882
<a id="__codelineno-7-14" name="__codelineno-7-14" href="#__codelineno-7-14"></a><span class="p">}</span>
1883
</code></pre></div></p>
1884
<p><strong>Output:</strong> <code>ContextBundle</code> as JSON.</p>
1885
<hr />
1886
<h3 id="explain"><code>explain</code><a class="headerlink" href="#explain" title="Permanent link">&para;</a></h3>
1887
<p>Universal lookup: explain any node (function, class, file, concept, rule, decision) by name.</p>
1888
<p><strong>Input schema:</strong>
1889
<div class="highlight"><pre><span></span><code><a id="__codelineno-8-1" name="__codelineno-8-1" href="#__codelineno-8-1"></a><span class="p">{</span>
1890
<a id="__codelineno-8-2" name="__codelineno-8-2" href="#__codelineno-8-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1891
<a id="__codelineno-8-3" name="__codelineno-8-3" href="#__codelineno-8-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1892
<a id="__codelineno-8-4" name="__codelineno-8-4" href="#__codelineno-8-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1893
<a id="__codelineno-8-5" name="__codelineno-8-5" href="#__codelineno-8-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1894
<a id="__codelineno-8-6" name="__codelineno-8-6" href="#__codelineno-8-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Node name to explain&quot;</span>
1895
<a id="__codelineno-8-7" name="__codelineno-8-7" href="#__codelineno-8-7"></a><span class="w"> </span><span class="p">},</span>
1896
<a id="__codelineno-8-8" name="__codelineno-8-8" href="#__codelineno-8-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1897
<a id="__codelineno-8-9" name="__codelineno-8-9" href="#__codelineno-8-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1898
<a id="__codelineno-8-10" name="__codelineno-8-10" href="#__codelineno-8-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate code nodes&quot;</span>
1899
<a id="__codelineno-8-11" name="__codelineno-8-11" href="#__codelineno-8-11"></a><span class="w"> </span><span class="p">}</span>
1900
<a id="__codelineno-8-12" name="__codelineno-8-12" href="#__codelineno-8-12"></a><span class="w"> </span><span class="p">},</span>
1901
<a id="__codelineno-8-13" name="__codelineno-8-13" href="#__codelineno-8-13"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1902
<a id="__codelineno-8-14" name="__codelineno-8-14" href="#__codelineno-8-14"></a><span class="p">}</span>
1903
</code></pre></div></p>
1904
<p><strong>Output:</strong> <code>ContextBundle</code> as JSON.</p>
1905
<hr />
1906
<h3 id="search"><code>search</code><a class="headerlink" href="#search" title="Permanent link">&para;</a></h3>
1907
<p>Search the graph by text query.</p>
1908
<p><strong>Input schema:</strong>
1909
<div class="highlight"><pre><span></span><code><a id="__codelineno-9-1" name="__codelineno-9-1" href="#__codelineno-9-1"></a><span class="p">{</span>
1910
<a id="__codelineno-9-2" name="__codelineno-9-2" href="#__codelineno-9-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1911
<a id="__codelineno-9-3" name="__codelineno-9-3" href="#__codelineno-9-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1912
<a id="__codelineno-9-4" name="__codelineno-9-4" href="#__codelineno-9-4"></a><span class="w"> </span><span class="nt">&quot;query&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1913
<a id="__codelineno-9-5" name="__codelineno-9-5" href="#__codelineno-9-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1914
<a id="__codelineno-9-6" name="__codelineno-9-6" href="#__codelineno-9-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Search query&quot;</span>
1915
<a id="__codelineno-9-7" name="__codelineno-9-7" href="#__codelineno-9-7"></a><span class="w"> </span><span class="p">},</span>
1916
<a id="__codelineno-9-8" name="__codelineno-9-8" href="#__codelineno-9-8"></a><span class="w"> </span><span class="nt">&quot;all&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1917
<a id="__codelineno-9-9" name="__codelineno-9-9" href="#__codelineno-9-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span><span class="p">,</span>
1918
<a id="__codelineno-9-10" name="__codelineno-9-10" href="#__codelineno-9-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Search all layers including knowledge layer&quot;</span><span class="p">,</span>
1919
<a id="__codelineno-9-11" name="__codelineno-9-11" href="#__codelineno-9-11"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
1920
<a id="__codelineno-9-12" name="__codelineno-9-12" href="#__codelineno-9-12"></a><span class="w"> </span><span class="p">},</span>
1921
<a id="__codelineno-9-13" name="__codelineno-9-13" href="#__codelineno-9-13"></a><span class="w"> </span><span class="nt">&quot;docs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1922
<a id="__codelineno-9-14" name="__codelineno-9-14" href="#__codelineno-9-14"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;boolean&quot;</span><span class="p">,</span>
1923
<a id="__codelineno-9-15" name="__codelineno-9-15" href="#__codelineno-9-15"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Search docstrings and wiki content only&quot;</span><span class="p">,</span>
1924
<a id="__codelineno-9-16" name="__codelineno-9-16" href="#__codelineno-9-16"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
1925
<a id="__codelineno-9-17" name="__codelineno-9-17" href="#__codelineno-9-17"></a><span class="w"> </span><span class="p">},</span>
1926
<a id="__codelineno-9-18" name="__codelineno-9-18" href="#__codelineno-9-18"></a><span class="w"> </span><span class="nt">&quot;limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1927
<a id="__codelineno-9-19" name="__codelineno-9-19" href="#__codelineno-9-19"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
1928
<a id="__codelineno-9-20" name="__codelineno-9-20" href="#__codelineno-9-20"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum results to return&quot;</span><span class="p">,</span>
1929
<a id="__codelineno-9-21" name="__codelineno-9-21" href="#__codelineno-9-21"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span>
1930
<a id="__codelineno-9-22" name="__codelineno-9-22" href="#__codelineno-9-22"></a><span class="w"> </span><span class="p">}</span>
1931
<a id="__codelineno-9-23" name="__codelineno-9-23" href="#__codelineno-9-23"></a><span class="w"> </span><span class="p">},</span>
1932
<a id="__codelineno-9-24" name="__codelineno-9-24" href="#__codelineno-9-24"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;query&quot;</span><span class="p">]</span>
1933
<a id="__codelineno-9-25" name="__codelineno-9-25" href="#__codelineno-9-25"></a><span class="p">}</span>
1934
</code></pre></div></p>
1935
<p><strong>Output:</strong> Array of <code>ContextNode</code> objects as JSON.</p>
1936
<hr />
1937
<h3 id="query"><code>query</code><a class="headerlink" href="#query" title="Permanent link">&para;</a></h3>
1938
<p>Execute a raw Cypher query against the graph.</p>
1939
<p><strong>Input schema:</strong>
1940
<div class="highlight"><pre><span></span><code><a id="__codelineno-10-1" name="__codelineno-10-1" href="#__codelineno-10-1"></a><span class="p">{</span>
1941
<a id="__codelineno-10-2" name="__codelineno-10-2" href="#__codelineno-10-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1942
<a id="__codelineno-10-3" name="__codelineno-10-3" href="#__codelineno-10-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1943
<a id="__codelineno-10-4" name="__codelineno-10-4" href="#__codelineno-10-4"></a><span class="w"> </span><span class="nt">&quot;cypher&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1944
<a id="__codelineno-10-5" name="__codelineno-10-5" href="#__codelineno-10-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1945
<a id="__codelineno-10-6" name="__codelineno-10-6" href="#__codelineno-10-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Cypher query string&quot;</span>
1946
<a id="__codelineno-10-7" name="__codelineno-10-7" href="#__codelineno-10-7"></a><span class="w"> </span><span class="p">},</span>
1947
<a id="__codelineno-10-8" name="__codelineno-10-8" href="#__codelineno-10-8"></a><span class="w"> </span><span class="nt">&quot;params&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1948
<a id="__codelineno-10-9" name="__codelineno-10-9" href="#__codelineno-10-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1949
<a id="__codelineno-10-10" name="__codelineno-10-10" href="#__codelineno-10-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional query parameters&quot;</span><span class="p">,</span>
1950
<a id="__codelineno-10-11" name="__codelineno-10-11" href="#__codelineno-10-11"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{}</span>
1951
<a id="__codelineno-10-12" name="__codelineno-10-12" href="#__codelineno-10-12"></a><span class="w"> </span><span class="p">}</span>
1952
<a id="__codelineno-10-13" name="__codelineno-10-13" href="#__codelineno-10-13"></a><span class="w"> </span><span class="p">},</span>
1953
<a id="__codelineno-10-14" name="__codelineno-10-14" href="#__codelineno-10-14"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;cypher&quot;</span><span class="p">]</span>
1954
<a id="__codelineno-10-15" name="__codelineno-10-15" href="#__codelineno-10-15"></a><span class="p">}</span>
1955
</code></pre></div></p>
1956
<p><strong>Output:</strong> Array of result rows as JSON.</p>
1957
<div class="admonition warning">
1958
<p class="admonition-title">Warning</p>
1959
<p>This tool executes writes as well as reads. Agents should use read-only queries (<code>MATCH</code> / <code>RETURN</code>) unless explicitly performing graph updates. Use <code>--read-only</code> mode or <code>read_only=True</code> in <code>create_mcp_server()</code> to enforce this at the server level.</p>
1960
</div>
1961
<hr />
1962
<h3 id="get_rationale"><code>get_rationale</code><a class="headerlink" href="#get_rationale" title="Permanent link">&para;</a></h3>
1963
<p>Return the rationale, decisions, and rules that govern a named code node.</p>
1964
<p><strong>Input schema:</strong>
1965
<div class="highlight"><pre><span></span><code><a id="__codelineno-11-1" name="__codelineno-11-1" href="#__codelineno-11-1"></a><span class="p">{</span>
1966
<a id="__codelineno-11-2" name="__codelineno-11-2" href="#__codelineno-11-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1967
<a id="__codelineno-11-3" name="__codelineno-11-3" href="#__codelineno-11-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1968
<a id="__codelineno-11-4" name="__codelineno-11-4" href="#__codelineno-11-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1969
<a id="__codelineno-11-5" name="__codelineno-11-5" href="#__codelineno-11-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1970
<a id="__codelineno-11-6" name="__codelineno-11-6" href="#__codelineno-11-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function, class, or file name&quot;</span>
1971
<a id="__codelineno-11-7" name="__codelineno-11-7" href="#__codelineno-11-7"></a><span class="w"> </span><span class="p">},</span>
1972
<a id="__codelineno-11-8" name="__codelineno-11-8" href="#__codelineno-11-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1973
<a id="__codelineno-11-9" name="__codelineno-11-9" href="#__codelineno-11-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1974
<a id="__codelineno-11-10" name="__codelineno-11-10" href="#__codelineno-11-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate&quot;</span>
1975
<a id="__codelineno-11-11" name="__codelineno-11-11" href="#__codelineno-11-11"></a><span class="w"> </span><span class="p">}</span>
1976
<a id="__codelineno-11-12" name="__codelineno-11-12" href="#__codelineno-11-12"></a><span class="w"> </span><span class="p">},</span>
1977
<a id="__codelineno-11-13" name="__codelineno-11-13" href="#__codelineno-11-13"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1978
<a id="__codelineno-11-14" name="__codelineno-11-14" href="#__codelineno-11-14"></a><span class="p">}</span>
1979
</code></pre></div></p>
1980
<p><strong>Output:</strong> Array of <code>Decision</code> and <code>Rule</code> nodes with <code>rationale</code> fields, as JSON.</p>
1981
<hr />
1982
<h3 id="find_owners"><code>find_owners</code><a class="headerlink" href="#find_owners" title="Permanent link">&para;</a></h3>
1983
<p>Return the people and domains that own a code node, based on CODEOWNERS, annotation, and domain membership.</p>
1984
<p><strong>Input schema:</strong>
1985
<div class="highlight"><pre><span></span><code><a id="__codelineno-12-1" name="__codelineno-12-1" href="#__codelineno-12-1"></a><span class="p">{</span>
1986
<a id="__codelineno-12-2" name="__codelineno-12-2" href="#__codelineno-12-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
1987
<a id="__codelineno-12-3" name="__codelineno-12-3" href="#__codelineno-12-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1988
<a id="__codelineno-12-4" name="__codelineno-12-4" href="#__codelineno-12-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1989
<a id="__codelineno-12-5" name="__codelineno-12-5" href="#__codelineno-12-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1990
<a id="__codelineno-12-6" name="__codelineno-12-6" href="#__codelineno-12-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Function, class, or file name&quot;</span>
1991
<a id="__codelineno-12-7" name="__codelineno-12-7" href="#__codelineno-12-7"></a><span class="w"> </span><span class="p">},</span>
1992
<a id="__codelineno-12-8" name="__codelineno-12-8" href="#__codelineno-12-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
1993
<a id="__codelineno-12-9" name="__codelineno-12-9" href="#__codelineno-12-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
1994
<a id="__codelineno-12-10" name="__codelineno-12-10" href="#__codelineno-12-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path&quot;</span>
1995
<a id="__codelineno-12-11" name="__codelineno-12-11" href="#__codelineno-12-11"></a><span class="w"> </span><span class="p">}</span>
1996
<a id="__codelineno-12-12" name="__codelineno-12-12" href="#__codelineno-12-12"></a><span class="w"> </span><span class="p">},</span>
1997
<a id="__codelineno-12-13" name="__codelineno-12-13" href="#__codelineno-12-13"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
1998
<a id="__codelineno-12-14" name="__codelineno-12-14" href="#__codelineno-12-14"></a><span class="p">}</span>
1999
</code></pre></div></p>
2000
<p><strong>Output:</strong> Array of <code>Person</code> and <code>Domain</code> nodes as JSON.</p>
2001
<hr />
2002
<h3 id="search_knowledge"><code>search_knowledge</code><a class="headerlink" href="#search_knowledge" title="Permanent link">&para;</a></h3>
2003
<p>Search the knowledge layer only (concepts, rules, decisions, wiki pages, domains).</p>
2004
<p><strong>Input schema:</strong>
2005
<div class="highlight"><pre><span></span><code><a id="__codelineno-13-1" name="__codelineno-13-1" href="#__codelineno-13-1"></a><span class="p">{</span>
2006
<a id="__codelineno-13-2" name="__codelineno-13-2" href="#__codelineno-13-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
2007
<a id="__codelineno-13-3" name="__codelineno-13-3" href="#__codelineno-13-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2008
<a id="__codelineno-13-4" name="__codelineno-13-4" href="#__codelineno-13-4"></a><span class="w"> </span><span class="nt">&quot;query&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2009
<a id="__codelineno-13-5" name="__codelineno-13-5" href="#__codelineno-13-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
2010
<a id="__codelineno-13-6" name="__codelineno-13-6" href="#__codelineno-13-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Search query&quot;</span>
2011
<a id="__codelineno-13-7" name="__codelineno-13-7" href="#__codelineno-13-7"></a><span class="w"> </span><span class="p">},</span>
2012
<a id="__codelineno-13-8" name="__codelineno-13-8" href="#__codelineno-13-8"></a><span class="w"> </span><span class="nt">&quot;limit&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2013
<a id="__codelineno-13-9" name="__codelineno-13-9" href="#__codelineno-13-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
2014
<a id="__codelineno-13-10" name="__codelineno-13-10" href="#__codelineno-13-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum results to return&quot;</span><span class="p">,</span>
2015
<a id="__codelineno-13-11" name="__codelineno-13-11" href="#__codelineno-13-11"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span>
2016
<a id="__codelineno-13-12" name="__codelineno-13-12" href="#__codelineno-13-12"></a><span class="w"> </span><span class="p">}</span>
2017
<a id="__codelineno-13-13" name="__codelineno-13-13" href="#__codelineno-13-13"></a><span class="w"> </span><span class="p">},</span>
2018
<a id="__codelineno-13-14" name="__codelineno-13-14" href="#__codelineno-13-14"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;query&quot;</span><span class="p">]</span>
2019
<a id="__codelineno-13-15" name="__codelineno-13-15" href="#__codelineno-13-15"></a><span class="p">}</span>
2020
</code></pre></div></p>
2021
<p><strong>Output:</strong> Array of knowledge layer <code>ContextNode</code> objects as JSON.</p>
2022
<hr />
2023
<h3 id="blast_radius"><code>blast_radius</code><a class="headerlink" href="#blast_radius" title="Permanent link">&para;</a></h3>
2024
<p>Return all code nodes transitively reachable from a given node via CALLS, IMPORTS, and INHERITS edges — the set of things that could break if this node changes.</p>
2025
<p><strong>Input schema:</strong>
2026
<div class="highlight"><pre><span></span><code><a id="__codelineno-14-1" name="__codelineno-14-1" href="#__codelineno-14-1"></a><span class="p">{</span>
2027
<a id="__codelineno-14-2" name="__codelineno-14-2" href="#__codelineno-14-2"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;object&quot;</span><span class="p">,</span>
2028
<a id="__codelineno-14-3" name="__codelineno-14-3" href="#__codelineno-14-3"></a><span class="w"> </span><span class="nt">&quot;properties&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2029
<a id="__codelineno-14-4" name="__codelineno-14-4" href="#__codelineno-14-4"></a><span class="w"> </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2030
<a id="__codelineno-14-5" name="__codelineno-14-5" href="#__codelineno-14-5"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
2031
<a id="__codelineno-14-6" name="__codelineno-14-6" href="#__codelineno-14-6"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Starting node name&quot;</span>
2032
<a id="__codelineno-14-7" name="__codelineno-14-7" href="#__codelineno-14-7"></a><span class="w"> </span><span class="p">},</span>
2033
<a id="__codelineno-14-8" name="__codelineno-14-8" href="#__codelineno-14-8"></a><span class="w"> </span><span class="nt">&quot;file&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2034
<a id="__codelineno-14-9" name="__codelineno-14-9" href="#__codelineno-14-9"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;string&quot;</span><span class="p">,</span>
2035
<a id="__codelineno-14-10" name="__codelineno-14-10" href="#__codelineno-14-10"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Optional file path to disambiguate&quot;</span>
2036
<a id="__codelineno-14-11" name="__codelineno-14-11" href="#__codelineno-14-11"></a><span class="w"> </span><span class="p">},</span>
2037
<a id="__codelineno-14-12" name="__codelineno-14-12" href="#__codelineno-14-12"></a><span class="w"> </span><span class="nt">&quot;depth&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
2038
<a id="__codelineno-14-13" name="__codelineno-14-13" href="#__codelineno-14-13"></a><span class="w"> </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;integer&quot;</span><span class="p">,</span>
2039
<a id="__codelineno-14-14" name="__codelineno-14-14" href="#__codelineno-14-14"></a><span class="w"> </span><span class="nt">&quot;description&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;Maximum traversal depth&quot;</span><span class="p">,</span>
2040
<a id="__codelineno-14-15" name="__codelineno-14-15" href="#__codelineno-14-15"></a><span class="w"> </span><span class="nt">&quot;default&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span>
2041
<a id="__codelineno-14-16" name="__codelineno-14-16" href="#__codelineno-14-16"></a><span class="w"> </span><span class="p">}</span>
2042
<a id="__codelineno-14-17" name="__codelineno-14-17" href="#__codelineno-14-17"></a><span class="w"> </span><span class="p">},</span>
2043
<a id="__codelineno-14-18" name="__codelineno-14-18" href="#__codelineno-14-18"></a><span class="w"> </span><span class="nt">&quot;required&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">]</span>
2044
<a id="__codelineno-14-19" name="__codelineno-14-19" href="#__codelineno-14-19"></a><span class="p">}</span>
2045
</code></pre></div></p>
2046
<p><strong>Output:</strong> Array of <code>ContextNode</code> objects ordered by distance from the starting node.</p>
2047
<hr />
2048
<h2 id="security">Security<a class="headerlink" href="#security" title="Permanent link">&para;</a></h2>
2049
<h3 id="read-only-mode">Read-only mode<a class="headerlink" href="#read-only-mode" title="Permanent link">&para;</a></h3>
2050
<p>Start the server in read-only mode to prevent agents from modifying the graph:</p>
2051
<div class="highlight"><pre><span></span><code><a id="__codelineno-15-1" name="__codelineno-15-1" href="#__codelineno-15-1"></a>navegador<span class="w"> </span>mcp<span class="w"> </span>--read-only
2052
</code></pre></div>
2053
<p>In read-only mode:
2054
- The <code>ingest</code> tool is disabled (returns an error if called)
2055
- The <code>query</code> tool validates that queries contain only <code>MATCH</code>, <code>RETURN</code>, <code>WITH</code>, <code>WHERE</code>, <code>ORDER BY</code>, <code>LIMIT</code>, and <code>SKIP</code> clauses
2056
- Write Cypher keywords (<code>CREATE</code>, <code>MERGE</code>, <code>SET</code>, <code>DELETE</code>, <code>DETACH</code>) are rejected</p>
2057
<h3 id="query-complexity-limits">Query complexity limits<a class="headerlink" href="#query-complexity-limits" title="Permanent link">&para;</a></h3>
2058
<p>Set a maximum query complexity to prevent runaway traversals:</p>
2059
<div class="highlight"><pre><span></span><code><a id="__codelineno-16-1" name="__codelineno-16-1" href="#__codelineno-16-1"></a>navegador<span class="w"> </span>mcp<span class="w"> </span>--max-query-complexity<span class="w"> </span><span class="m">100</span>
2060
</code></pre></div>
2061
<p>Or in <code>.navegador/config.toml</code>:</p>
2062
<div class="highlight"><pre><span></span><code><a id="__codelineno-17-1" name="__codelineno-17-1" href="#__codelineno-17-1"></a><span class="k">[mcp]</span>
2063
<a id="__codelineno-17-2" name="__codelineno-17-2" href="#__codelineno-17-2"></a><span class="n">max_query_complexity</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">100</span>
2064
</code></pre></div>
2065
<p>Queries that exceed the complexity threshold return an error rather than executing.</p>
2066
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</article>
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</div>
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<footer class="md-footer">
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<div class="md-footer-meta md-typeset">
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<div class="md-footer-meta__inner md-grid">
2100
<div class="md-copyright">
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2103
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<div class="md-social">
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<a href="https://github.com/ConflictHQ/navegador" target="_blank" rel="noopener" title="github.com" class="md-social__link">
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<div class="md-dialog" data-md-component="dialog">
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