redisctl-mcp 0.8.3

MCP (Model Context Protocol) server for Redis Cloud and Enterprise
Documentation
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
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
//! Data structure Redis tools (hgetall, lrange, smembers, zrange, xinfo_stream, xrange, xlen,
//! pubsub_channels, pubsub_numsub, hset, hdel, lpush, rpush, lpop, rpop, sadd, srem, zadd,
//! zrem, xadd, xtrim, hget, hmget, hlen, hexists, hkeys, hvals, hincrby, scard, sismember,
//! sunion, sinter, sdiff, zcard, zscore, zrank, zcount, zrangebyscore, llen, lindex)

use std::collections::HashMap;

use tower_mcp::{CallToolResult, ResultExt};

use crate::tools::macros::{database_tool, mcp_module};

/// A score-member pair for sorted set operations
#[derive(Debug, serde::Deserialize, schemars::JsonSchema)]
pub struct ScoreMember {
    /// Score value
    pub score: f64,
    /// Member value
    pub member: String,
}

fn default_stop() -> i64 {
    -1
}

fn default_xrange_start() -> String {
    "-".to_string()
}

fn default_xrange_end() -> String {
    "+".to_string()
}

mcp_module! {
    hgetall => "redis_hgetall",
    lrange => "redis_lrange",
    smembers => "redis_smembers",
    zrange => "redis_zrange",
    xinfo_stream => "redis_xinfo_stream",
    xrange => "redis_xrange",
    xlen => "redis_xlen",
    pubsub_channels => "redis_pubsub_channels",
    pubsub_numsub => "redis_pubsub_numsub",
    hset => "redis_hset",
    hdel => "redis_hdel",
    lpush => "redis_lpush",
    rpush => "redis_rpush",
    lpop => "redis_lpop",
    rpop => "redis_rpop",
    sadd => "redis_sadd",
    srem => "redis_srem",
    zadd => "redis_zadd",
    zrem => "redis_zrem",
    xadd => "redis_xadd",
    xtrim => "redis_xtrim",
    hget => "redis_hget",
    hmget => "redis_hmget",
    hlen => "redis_hlen",
    hexists => "redis_hexists",
    hkeys => "redis_hkeys",
    hvals => "redis_hvals",
    hincrby => "redis_hincrby",
    scard => "redis_scard",
    sismember => "redis_sismember",
    sunion => "redis_sunion",
    sinter => "redis_sinter",
    sdiff => "redis_sdiff",
    zcard => "redis_zcard",
    zscore => "redis_zscore",
    zrank => "redis_zrank",
    zcount => "redis_zcount",
    zrangebyscore => "redis_zrangebyscore",
    llen => "redis_llen",
    lindex => "redis_lindex",
}

// --- Read tools ---

database_tool!(read_only, hgetall, "redis_hgetall",
    "Get all fields and values of a hash.",
    {
        /// Hash key to get
        pub key: String,
    } => |conn, input| {
        let result: Vec<(String, String)> = redis::cmd("HGETALL")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("HGETALL failed")?;

        if result.is_empty() {
            return Ok(CallToolResult::text(format!(
                "(empty hash or key '{}' not found)",
                input.key
            )));
        }

        let output = result
            .iter()
            .map(|(k, v)| format!("{}: {}", k, v))
            .collect::<Vec<_>>()
            .join("\n");

        Ok(CallToolResult::text(format!(
            "Hash '{}' ({} fields):\n{}",
            input.key,
            result.len(),
            output
        )))
    }
);

database_tool!(read_only, lrange, "redis_lrange",
    "Get a range of elements from a list (start=0, stop=-1 for all).",
    {
        /// List key
        pub key: String,
        /// Start index (0-based)
        #[serde(default)]
        pub start: i64,
        /// Stop index (-1 for all)
        #[serde(default = "default_stop")]
        pub stop: i64,
    } => |conn, input| {
        let result: Vec<String> = redis::cmd("LRANGE")
            .arg(&input.key)
            .arg(input.start)
            .arg(input.stop)
            .query_async(&mut conn)
            .await
            .tool_context("LRANGE failed")?;

        if result.is_empty() {
            return Ok(CallToolResult::text(format!(
                "(empty list or key '{}' not found)",
                input.key
            )));
        }

        let output = result
            .iter()
            .enumerate()
            .map(|(i, v)| format!("{}: {}", i, v))
            .collect::<Vec<_>>()
            .join("\n");

        Ok(CallToolResult::text(format!(
            "List '{}' ({} elements):\n{}",
            input.key,
            result.len(),
            output
        )))
    }
);

database_tool!(read_only, smembers, "redis_smembers",
    "Get all members of a set.",
    {
        /// Set key
        pub key: String,
    } => |conn, input| {
        let result: Vec<String> = redis::cmd("SMEMBERS")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("SMEMBERS failed")?;

        if result.is_empty() {
            return Ok(CallToolResult::text(format!(
                "(empty set or key '{}' not found)",
                input.key
            )));
        }

        Ok(CallToolResult::text(format!(
            "Set '{}' ({} members):\n{}",
            input.key,
            result.len(),
            result.join("\n")
        )))
    }
);

database_tool!(read_only, zrange, "redis_zrange",
    "Get a range of members from a sorted set by index.",
    {
        /// Sorted set key
        pub key: String,
        /// Start index (0-based)
        #[serde(default)]
        pub start: i64,
        /// Stop index (-1 for all)
        #[serde(default = "default_stop")]
        pub stop: i64,
        /// Include scores in output
        #[serde(default)]
        pub withscores: bool,
    } => |conn, input| {
        if input.withscores {
            let result: Vec<(String, f64)> = redis::cmd("ZRANGE")
                .arg(&input.key)
                .arg(input.start)
                .arg(input.stop)
                .arg("WITHSCORES")
                .query_async(&mut conn)
                .await
                .tool_context("ZRANGE failed")?;

            if result.is_empty() {
                return Ok(CallToolResult::text(format!(
                    "(empty sorted set or key '{}' not found)",
                    input.key
                )));
            }

            let output = result
                .iter()
                .enumerate()
                .map(|(i, (member, score))| format!("{}: {} (score: {})", i, member, score))
                .collect::<Vec<_>>()
                .join("\n");

            Ok(CallToolResult::text(format!(
                "Sorted set '{}' ({} members):\n{}",
                input.key,
                result.len(),
                output
            )))
        } else {
            let result: Vec<String> = redis::cmd("ZRANGE")
                .arg(&input.key)
                .arg(input.start)
                .arg(input.stop)
                .query_async(&mut conn)
                .await
                .tool_context("ZRANGE failed")?;

            if result.is_empty() {
                return Ok(CallToolResult::text(format!(
                    "(empty sorted set or key '{}' not found)",
                    input.key
                )));
            }

            let output = result
                .iter()
                .enumerate()
                .map(|(i, v)| format!("{}: {}", i, v))
                .collect::<Vec<_>>()
                .join("\n");

            Ok(CallToolResult::text(format!(
                "Sorted set '{}' ({} members):\n{}",
                input.key,
                result.len(),
                output
            )))
        }
    }
);

database_tool!(read_only, xinfo_stream, "redis_xinfo_stream",
    "Get stream metadata including length, consumer groups, and entry details (XINFO STREAM).",
    {
        /// Stream key to inspect
        pub key: String,
    } => |conn, input| {
        let result: redis::Value = redis::cmd("XINFO")
            .arg("STREAM")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("XINFO STREAM failed")?;

        Ok(CallToolResult::text(format!(
            "Stream '{}':\n{}",
            input.key,
            super::format_value(&result)
        )))
    }
);

database_tool!(read_only, xrange, "redis_xrange",
    "Get stream entries in a range. Use \"-\" to \"+\" for all entries.",
    {
        /// Stream key
        pub key: String,
        /// Start ID (default: "-" for beginning)
        #[serde(default = "default_xrange_start")]
        pub start: String,
        /// End ID (default: "+" for end)
        #[serde(default = "default_xrange_end")]
        pub end: String,
        /// Maximum number of entries to return
        #[serde(default)]
        pub count: Option<usize>,
    } => |conn, input| {
        let mut cmd = redis::cmd("XRANGE");
        cmd.arg(&input.key).arg(&input.start).arg(&input.end);

        if let Some(count) = input.count {
            cmd.arg("COUNT").arg(count);
        }

        let result: redis::Value = cmd
            .query_async(&mut conn)
            .await
            .tool_context("XRANGE failed")?;

        // Format stream entries
        let formatted = match &result {
            redis::Value::Array(entries) if entries.is_empty() => {
                format!("(empty stream or key '{}' not found)", input.key)
            }
            redis::Value::Array(entries) => {
                let mut output =
                    format!("Stream '{}' ({} entries):\n", input.key, entries.len());
                for entry in entries {
                    output.push_str(&super::format_value(entry));
                    output.push('\n');
                }
                output
            }
            _ => super::format_value(&result),
        };

        Ok(CallToolResult::text(formatted))
    }
);

database_tool!(read_only, xlen, "redis_xlen",
    "Get the number of entries in a stream.",
    {
        /// Stream key
        pub key: String,
    } => |conn, input| {
        let len: i64 = redis::cmd("XLEN")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("XLEN failed")?;

        Ok(CallToolResult::text(format!(
            "Stream '{}': {} entries",
            input.key, len
        )))
    }
);

database_tool!(read_only, pubsub_channels, "redis_pubsub_channels",
    "List active pub/sub channels, optionally filtered by pattern.",
    {
        /// Optional glob-style pattern to filter channels
        #[serde(default)]
        pub pattern: Option<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("PUBSUB");
        cmd.arg("CHANNELS");

        if let Some(ref pattern) = input.pattern {
            cmd.arg(pattern);
        }

        let channels: Vec<String> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("PUBSUB CHANNELS failed")?;

        if channels.is_empty() {
            return Ok(CallToolResult::text("No active pub/sub channels"));
        }

        Ok(CallToolResult::text(format!(
            "Active channels ({}):\n{}",
            channels.len(),
            channels.join("\n")
        )))
    }
);

database_tool!(read_only, pubsub_numsub, "redis_pubsub_numsub",
    "Get subscriber counts for pub/sub channels.",
    {
        /// Channel names to get subscriber counts for (omit for all)
        #[serde(default)]
        pub channels: Option<Vec<String>>,
    } => |conn, input| {
        let mut cmd = redis::cmd("PUBSUB");
        cmd.arg("NUMSUB");

        if let Some(ref channels) = input.channels {
            for channel in channels {
                cmd.arg(channel);
            }
        }

        // PUBSUB NUMSUB returns alternating channel name + count
        let result: Vec<redis::Value> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("PUBSUB NUMSUB failed")?;

        if result.is_empty() {
            return Ok(CallToolResult::text("No subscriber information available"));
        }

        let mut output = String::from("Channel subscriber counts:\n");
        for pair in result.chunks(2) {
            if pair.len() == 2 {
                let channel = super::format_value(&pair[0]);
                let count = super::format_value(&pair[1]);
                output.push_str(&format!("  {}: {} subscribers\n", channel, count));
            }
        }

        Ok(CallToolResult::text(output))
    }
);

// --- P1 Hash read tools ---

database_tool!(read_only, hget, "redis_hget",
    "Get the value of a single field in a hash.",
    {
        /// Hash key
        pub key: String,
        /// Field to get
        pub field: String,
    } => |conn, input| {
        let value: Option<String> = redis::cmd("HGET")
            .arg(&input.key)
            .arg(&input.field)
            .query_async(&mut conn)
            .await
            .tool_context("HGET failed")?;

        match value {
            Some(v) => Ok(CallToolResult::text(v)),
            None => Ok(CallToolResult::text(format!(
                "(nil) - field '{}' not found in '{}'",
                input.field, input.key
            ))),
        }
    }
);

database_tool!(read_only, hmget, "redis_hmget",
    "Get the values of multiple fields in a hash.",
    {
        /// Hash key
        pub key: String,
        /// Fields to get
        pub fields: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("HMGET");
        cmd.arg(&input.key);
        for field in &input.fields {
            cmd.arg(field);
        }

        let values: Vec<redis::Value> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("HMGET failed")?;

        let output = input
            .fields
            .iter()
            .zip(values.iter())
            .map(|(f, v)| format!("{}: {}", f, super::format_value(v)))
            .collect::<Vec<_>>()
            .join("\n");

        Ok(CallToolResult::text(output))
    }
);

database_tool!(read_only, hlen, "redis_hlen",
    "Get the number of fields in a hash.",
    {
        /// Hash key
        pub key: String,
    } => |conn, input| {
        let count: i64 = redis::cmd("HLEN")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("HLEN failed")?;

        Ok(CallToolResult::text(format!(
            "{}: {} fields",
            input.key, count
        )))
    }
);

database_tool!(read_only, hexists, "redis_hexists",
    "Check if a field exists in a hash.",
    {
        /// Hash key
        pub key: String,
        /// Field to check
        pub field: String,
    } => |conn, input| {
        let exists: bool = redis::cmd("HEXISTS")
            .arg(&input.key)
            .arg(&input.field)
            .query_async(&mut conn)
            .await
            .tool_context("HEXISTS failed")?;

        Ok(CallToolResult::text(format!(
            "{}.{}: {}",
            input.key,
            input.field,
            if exists { "exists" } else { "does not exist" }
        )))
    }
);

database_tool!(read_only, hkeys, "redis_hkeys",
    "Get all field names in a hash.",
    {
        /// Hash key
        pub key: String,
    } => |conn, input| {
        let fields: Vec<String> = redis::cmd("HKEYS")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("HKEYS failed")?;

        if fields.is_empty() {
            return Ok(CallToolResult::text(format!(
                "(empty hash or key '{}' not found)",
                input.key
            )));
        }

        Ok(CallToolResult::text(format!(
            "Hash '{}' ({} fields):\n{}",
            input.key,
            fields.len(),
            fields.join("\n")
        )))
    }
);

database_tool!(read_only, hvals, "redis_hvals",
    "Get all values in a hash.",
    {
        /// Hash key
        pub key: String,
    } => |conn, input| {
        let values: Vec<String> = redis::cmd("HVALS")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("HVALS failed")?;

        if values.is_empty() {
            return Ok(CallToolResult::text(format!(
                "(empty hash or key '{}' not found)",
                input.key
            )));
        }

        Ok(CallToolResult::text(format!(
            "Hash '{}' ({} values):\n{}",
            input.key,
            values.len(),
            values.join("\n")
        )))
    }
);

// --- P1 Set read tools ---

database_tool!(read_only, scard, "redis_scard",
    "Get the number of members in a set (cardinality).",
    {
        /// Set key
        pub key: String,
    } => |conn, input| {
        let count: i64 = redis::cmd("SCARD")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("SCARD failed")?;

        Ok(CallToolResult::text(format!(
            "{}: {} members",
            input.key, count
        )))
    }
);

database_tool!(read_only, sismember, "redis_sismember",
    "Check if a value is a member of a set.",
    {
        /// Set key
        pub key: String,
        /// Member to check
        pub member: String,
    } => |conn, input| {
        let is_member: bool = redis::cmd("SISMEMBER")
            .arg(&input.key)
            .arg(&input.member)
            .query_async(&mut conn)
            .await
            .tool_context("SISMEMBER failed")?;

        Ok(CallToolResult::text(format!(
            "'{}' {} a member of '{}'",
            input.member,
            if is_member { "is" } else { "is not" },
            input.key
        )))
    }
);

database_tool!(read_only, sunion, "redis_sunion",
    "Return the union of multiple sets.",
    {
        /// Set keys to compute union of
        pub keys: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("SUNION");
        for key in &input.keys {
            cmd.arg(key);
        }

        let members: Vec<String> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("SUNION failed")?;

        if members.is_empty() {
            return Ok(CallToolResult::text("(empty set)"));
        }

        Ok(CallToolResult::text(format!(
            "Union ({} members):\n{}",
            members.len(),
            members.join("\n")
        )))
    }
);

database_tool!(read_only, sinter, "redis_sinter",
    "Return the intersection of multiple sets.",
    {
        /// Set keys to compute intersection of
        pub keys: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("SINTER");
        for key in &input.keys {
            cmd.arg(key);
        }

        let members: Vec<String> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("SINTER failed")?;

        if members.is_empty() {
            return Ok(CallToolResult::text("(empty set)"));
        }

        Ok(CallToolResult::text(format!(
            "Intersection ({} members):\n{}",
            members.len(),
            members.join("\n")
        )))
    }
);

database_tool!(read_only, sdiff, "redis_sdiff",
    "Return the difference between the first set and all subsequent sets.",
    {
        /// Set keys (first set minus all subsequent sets)
        pub keys: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("SDIFF");
        for key in &input.keys {
            cmd.arg(key);
        }

        let members: Vec<String> = cmd
            .query_async(&mut conn)
            .await
            .tool_context("SDIFF failed")?;

        if members.is_empty() {
            return Ok(CallToolResult::text("(empty set)"));
        }

        Ok(CallToolResult::text(format!(
            "Difference ({} members):\n{}",
            members.len(),
            members.join("\n")
        )))
    }
);

// --- P1 Sorted Set read tools ---

database_tool!(read_only, zcard, "redis_zcard",
    "Get the number of members in a sorted set (cardinality).",
    {
        /// Sorted set key
        pub key: String,
    } => |conn, input| {
        let count: i64 = redis::cmd("ZCARD")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("ZCARD failed")?;

        Ok(CallToolResult::text(format!(
            "{}: {} members",
            input.key, count
        )))
    }
);

database_tool!(read_only, zscore, "redis_zscore",
    "Get the score of a member in a sorted set.",
    {
        /// Sorted set key
        pub key: String,
        /// Member to get score for
        pub member: String,
    } => |conn, input| {
        let score: Option<f64> = redis::cmd("ZSCORE")
            .arg(&input.key)
            .arg(&input.member)
            .query_async(&mut conn)
            .await
            .tool_context("ZSCORE failed")?;

        match score {
            Some(s) => Ok(CallToolResult::text(format!(
                "{}.{}: {}",
                input.key, input.member, s
            ))),
            None => Ok(CallToolResult::text(format!(
                "(nil) - '{}' not found in '{}'",
                input.member, input.key
            ))),
        }
    }
);

database_tool!(read_only, zrank, "redis_zrank",
    "Get the rank (0-based index) of a member in a sorted set, ordered low to high.",
    {
        /// Sorted set key
        pub key: String,
        /// Member to get rank for
        pub member: String,
    } => |conn, input| {
        let rank: Option<i64> = redis::cmd("ZRANK")
            .arg(&input.key)
            .arg(&input.member)
            .query_async(&mut conn)
            .await
            .tool_context("ZRANK failed")?;

        match rank {
            Some(r) => Ok(CallToolResult::text(format!(
                "{}.{}: rank {}",
                input.key, input.member, r
            ))),
            None => Ok(CallToolResult::text(format!(
                "(nil) - '{}' not found in '{}'",
                input.member, input.key
            ))),
        }
    }
);

database_tool!(read_only, zcount, "redis_zcount",
    "Count members in a sorted set with scores between min and max (inclusive). Use \"-inf\"/\"+inf\" for unbounded.",
    {
        /// Sorted set key
        pub key: String,
        /// Minimum score (use "-inf" for no lower bound)
        pub min: String,
        /// Maximum score (use "+inf" for no upper bound)
        pub max: String,
    } => |conn, input| {
        let count: i64 = redis::cmd("ZCOUNT")
            .arg(&input.key)
            .arg(&input.min)
            .arg(&input.max)
            .query_async(&mut conn)
            .await
            .tool_context("ZCOUNT failed")?;

        Ok(CallToolResult::text(format!(
            "{}: {} members in score range [{}, {}]",
            input.key, count, input.min, input.max
        )))
    }
);

database_tool!(read_only, zrangebyscore, "redis_zrangebyscore",
    "Get members from a sorted set with scores in the given range. Use \"-inf\"/\"+inf\" for unbounded.",
    {
        /// Sorted set key
        pub key: String,
        /// Minimum score (use "-inf" for no lower bound)
        pub min: String,
        /// Maximum score (use "+inf" for no upper bound)
        pub max: String,
        /// Include scores in output
        #[serde(default)]
        pub withscores: bool,
        /// Offset for pagination (requires count)
        #[serde(default)]
        pub offset: Option<i64>,
        /// Maximum number of results (requires offset)
        #[serde(default)]
        pub count: Option<i64>,
    } => |conn, input| {
        let mut cmd = redis::cmd("ZRANGEBYSCORE");
        cmd.arg(&input.key).arg(&input.min).arg(&input.max);

        if input.withscores {
            cmd.arg("WITHSCORES");
        }

        if let (Some(offset), Some(count)) = (input.offset, input.count) {
            cmd.arg("LIMIT").arg(offset).arg(count);
        }

        if input.withscores {
            let result: Vec<(String, f64)> = cmd
                .query_async(&mut conn)
                .await
                .tool_context("ZRANGEBYSCORE failed")?;

            if result.is_empty() {
                return Ok(CallToolResult::text(format!(
                    "No members in '{}' with scores in [{}, {}]",
                    input.key, input.min, input.max
                )));
            }

            let output = result
                .iter()
                .map(|(member, score)| format!("{} (score: {})", member, score))
                .collect::<Vec<_>>()
                .join("\n");

            Ok(CallToolResult::text(format!(
                "'{}' ({} members in [{}, {}]):\n{}",
                input.key,
                result.len(),
                input.min,
                input.max,
                output
            )))
        } else {
            let result: Vec<String> = cmd
                .query_async(&mut conn)
                .await
                .tool_context("ZRANGEBYSCORE failed")?;

            if result.is_empty() {
                return Ok(CallToolResult::text(format!(
                    "No members in '{}' with scores in [{}, {}]",
                    input.key, input.min, input.max
                )));
            }

            Ok(CallToolResult::text(format!(
                "'{}' ({} members in [{}, {}]):\n{}",
                input.key,
                result.len(),
                input.min,
                input.max,
                result.join("\n")
            )))
        }
    }
);

// --- P1 List read tools ---

database_tool!(read_only, llen, "redis_llen",
    "Get the length of a list.",
    {
        /// List key
        pub key: String,
    } => |conn, input| {
        let length: i64 = redis::cmd("LLEN")
            .arg(&input.key)
            .query_async(&mut conn)
            .await
            .tool_context("LLEN failed")?;

        Ok(CallToolResult::text(format!(
            "{}: {} elements",
            input.key, length
        )))
    }
);

database_tool!(read_only, lindex, "redis_lindex",
    "Get an element from a list by its index (0-based, negative counts from end).",
    {
        /// List key
        pub key: String,
        /// Index (0-based, negative counts from end)
        pub index: i64,
    } => |conn, input| {
        let value: Option<String> = redis::cmd("LINDEX")
            .arg(&input.key)
            .arg(input.index)
            .query_async(&mut conn)
            .await
            .tool_context("LINDEX failed")?;

        match value {
            Some(v) => Ok(CallToolResult::text(v)),
            None => Ok(CallToolResult::text(format!(
                "(nil) - index {} out of range or key '{}' not found",
                input.index, input.key
            ))),
        }
    }
);

// --- Write tools ---

database_tool!(write, hset, "redis_hset",
    "Set one or more field-value pairs in a hash. Creates the hash if needed.",
    {
        /// Hash key
        pub key: String,
        /// Field-value pairs to set
        pub fields: HashMap<String, String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("HSET");
        cmd.arg(&input.key);
        for (field, value) in &input.fields {
            cmd.arg(field).arg(value);
        }

        let added: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("HSET failed")?;

        Ok(CallToolResult::text(format!(
            "OK - {} field(s) added to hash '{}' ({} field(s) set total)",
            added,
            input.key,
            input.fields.len()
        )))
    }
);

database_tool!(write, hdel, "redis_hdel",
    "Delete one or more fields from a hash.",
    {
        /// Hash key
        pub key: String,
        /// Fields to delete
        pub fields: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("HDEL");
        cmd.arg(&input.key);
        for field in &input.fields {
            cmd.arg(field);
        }

        let removed: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("HDEL failed")?;

        Ok(CallToolResult::text(format!(
            "Deleted {} of {} field(s) from hash '{}'",
            removed,
            input.fields.len(),
            input.key
        )))
    }
);

database_tool!(write, lpush, "redis_lpush",
    "Push elements to the head (left) of a list. Creates the list if needed.",
    {
        /// List key
        pub key: String,
        /// Elements to push to the head of the list
        pub elements: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("LPUSH");
        cmd.arg(&input.key);
        for elem in &input.elements {
            cmd.arg(elem);
        }

        let length: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("LPUSH failed")?;

        Ok(CallToolResult::text(format!(
            "OK - pushed {} element(s) to '{}', new length: {}",
            input.elements.len(),
            input.key,
            length
        )))
    }
);

database_tool!(write, rpush, "redis_rpush",
    "Push elements to the tail (right) of a list. Creates the list if needed.",
    {
        /// List key
        pub key: String,
        /// Elements to push to the tail of the list
        pub elements: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("RPUSH");
        cmd.arg(&input.key);
        for elem in &input.elements {
            cmd.arg(elem);
        }

        let length: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("RPUSH failed")?;

        Ok(CallToolResult::text(format!(
            "OK - pushed {} element(s) to '{}', new length: {}",
            input.elements.len(),
            input.key,
            length
        )))
    }
);

database_tool!(write, lpop, "redis_lpop",
    "Pop elements from the head (left) of a list.",
    {
        /// List key
        pub key: String,
        /// Number of elements to pop (default: 1)
        #[serde(default)]
        pub count: Option<u64>,
    } => |conn, input| {
        let mut cmd = redis::cmd("LPOP");
        cmd.arg(&input.key);
        if let Some(count) = input.count {
            cmd.arg(count);
        }

        let result: redis::Value = cmd
            .query_async(&mut conn)
            .await
            .tool_context("LPOP failed")?;

        Ok(CallToolResult::text(format!(
            "LPOP '{}': {}",
            input.key,
            super::format_value(&result)
        )))
    }
);

database_tool!(write, rpop, "redis_rpop",
    "Pop elements from the tail (right) of a list.",
    {
        /// List key
        pub key: String,
        /// Number of elements to pop (default: 1)
        #[serde(default)]
        pub count: Option<u64>,
    } => |conn, input| {
        let mut cmd = redis::cmd("RPOP");
        cmd.arg(&input.key);
        if let Some(count) = input.count {
            cmd.arg(count);
        }

        let result: redis::Value = cmd
            .query_async(&mut conn)
            .await
            .tool_context("RPOP failed")?;

        Ok(CallToolResult::text(format!(
            "RPOP '{}': {}",
            input.key,
            super::format_value(&result)
        )))
    }
);

database_tool!(write, sadd, "redis_sadd",
    "Add one or more members to a set. Creates the set if needed.",
    {
        /// Set key
        pub key: String,
        /// Members to add to the set
        pub members: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("SADD");
        cmd.arg(&input.key);
        for member in &input.members {
            cmd.arg(member);
        }

        let added: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("SADD failed")?;

        Ok(CallToolResult::text(format!(
            "OK - added {} of {} member(s) to set '{}'",
            added,
            input.members.len(),
            input.key
        )))
    }
);

database_tool!(write, srem, "redis_srem",
    "Remove one or more members from a set.",
    {
        /// Set key
        pub key: String,
        /// Members to remove from the set
        pub members: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("SREM");
        cmd.arg(&input.key);
        for member in &input.members {
            cmd.arg(member);
        }

        let removed: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("SREM failed")?;

        Ok(CallToolResult::text(format!(
            "Removed {} of {} member(s) from set '{}'",
            removed,
            input.members.len(),
            input.key
        )))
    }
);

database_tool!(write, zadd, "redis_zadd",
    "Add members with scores to a sorted set. Creates the set if needed. \
     Supports NX, XX, GT, LT, and CH flags.",
    {
        /// Sorted set key
        pub key: String,
        /// Score-member pairs to add
        pub members: Vec<ScoreMember>,
        /// Only add new elements, do not update existing ones
        #[serde(default)]
        pub nx: bool,
        /// Only update existing elements, do not add new ones
        #[serde(default)]
        pub xx: bool,
        /// Only update elements whose new score is greater than current score
        #[serde(default)]
        pub gt: bool,
        /// Only update elements whose new score is less than current score
        #[serde(default)]
        pub lt: bool,
        /// Return the number of elements changed (added + updated) instead of only added
        #[serde(default)]
        pub ch: bool,
    } => |conn, input| {
        let mut cmd = redis::cmd("ZADD");
        cmd.arg(&input.key);

        if input.nx {
            cmd.arg("NX");
        }
        if input.xx {
            cmd.arg("XX");
        }
        if input.gt {
            cmd.arg("GT");
        }
        if input.lt {
            cmd.arg("LT");
        }
        if input.ch {
            cmd.arg("CH");
        }

        for sm in &input.members {
            cmd.arg(sm.score).arg(&sm.member);
        }

        let count: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("ZADD failed")?;

        let verb = if input.ch { "changed" } else { "added" };
        Ok(CallToolResult::text(format!(
            "OK - {} {} member(s) in sorted set '{}'",
            count, verb, input.key
        )))
    }
);

database_tool!(write, zrem, "redis_zrem",
    "Remove one or more members from a sorted set.",
    {
        /// Sorted set key
        pub key: String,
        /// Members to remove
        pub members: Vec<String>,
    } => |conn, input| {
        let mut cmd = redis::cmd("ZREM");
        cmd.arg(&input.key);
        for member in &input.members {
            cmd.arg(member);
        }

        let removed: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("ZREM failed")?;

        Ok(CallToolResult::text(format!(
            "Removed {} of {} member(s) from sorted set '{}'",
            removed,
            input.members.len(),
            input.key
        )))
    }
);

database_tool!(write, xadd, "redis_xadd",
    "Append an entry to a stream. Supports NOMKSTREAM, MAXLEN, and MINID trimming.",
    {
        /// Stream key
        pub key: String,
        /// Entry ID (default: "*" for auto-generated)
        #[serde(default)]
        pub id: Option<String>,
        /// Field-value pairs for the stream entry
        pub fields: HashMap<String, String>,
        /// Do not create stream if it does not exist
        #[serde(default)]
        pub nomkstream: bool,
        /// Cap stream to a maximum length
        #[serde(default)]
        pub maxlen: Option<u64>,
        /// Cap stream entries older than this ID
        #[serde(default)]
        pub minid: Option<String>,
        /// Use approximate trimming (~) for better performance
        #[serde(default)]
        pub approximate: bool,
    } => |conn, input| {
        let mut cmd = redis::cmd("XADD");
        cmd.arg(&input.key);

        if input.nomkstream {
            cmd.arg("NOMKSTREAM");
        }

        if let Some(maxlen) = input.maxlen {
            cmd.arg("MAXLEN");
            if input.approximate {
                cmd.arg("~");
            }
            cmd.arg(maxlen);
        } else if let Some(ref minid) = input.minid {
            cmd.arg("MINID");
            if input.approximate {
                cmd.arg("~");
            }
            cmd.arg(minid);
        }

        let id = input.id.as_deref().unwrap_or("*");
        cmd.arg(id);

        for (field, value) in &input.fields {
            cmd.arg(field).arg(value);
        }

        let entry_id: String = cmd
            .query_async(&mut conn)
            .await
            .tool_context("XADD failed")?;

        Ok(CallToolResult::text(format!(
            "OK - added entry {} to stream '{}'",
            entry_id, input.key
        )))
    }
);

database_tool!(write, xtrim, "redis_xtrim",
    "Trim a stream by length (MAXLEN) or minimum ID (MINID). \
     Use approximate=true for better performance.",
    {
        /// Stream key
        pub key: String,
        /// Trimming strategy: "MAXLEN" or "MINID"
        pub strategy: String,
        /// Threshold value (count for MAXLEN, ID for MINID)
        pub threshold: String,
        /// Use approximate trimming (~) for better performance
        #[serde(default)]
        pub approximate: bool,
    } => |conn, input| {
        let mut cmd = redis::cmd("XTRIM");
        cmd.arg(&input.key);
        cmd.arg(&input.strategy);

        if input.approximate {
            cmd.arg("~");
        }
        cmd.arg(&input.threshold);

        let trimmed: i64 = cmd
            .query_async(&mut conn)
            .await
            .tool_context("XTRIM failed")?;

        Ok(CallToolResult::text(format!(
            "OK - trimmed {} entries from stream '{}'",
            trimmed, input.key
        )))
    }
);

database_tool!(write, hincrby, "redis_hincrby",
    "Increment the integer value of a hash field by the given amount.",
    {
        /// Hash key
        pub key: String,
        /// Field to increment
        pub field: String,
        /// Increment value (can be negative)
        pub increment: i64,
    } => |conn, input| {
        let value: i64 = redis::cmd("HINCRBY")
            .arg(&input.key)
            .arg(&input.field)
            .arg(input.increment)
            .query_async(&mut conn)
            .await
            .tool_context("HINCRBY failed")?;

        Ok(CallToolResult::text(format!(
            "{}.{}: {}",
            input.key, input.field, value
        )))
    }
);