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github_mcp/data/
store.rs

1// GitHub v3 REST API MCP server — generated by mcpify. Do not hand-edit.
2//
3// Single data-access layer against mcp_store.db — both the relational
4// `endpoints` table and the `semantic_endpoints` vec0 virtual table
5// (REQ-2.4.1's single-store consolidation). Mirrors the shape of
6// mcpify's own src/db/open.rs almost directly, since both the generator
7// and the generated project use the identical rusqlite+sqlite-vec crate
8// pair. Unlike mcpify's own src/db/schema.rs, this module never creates
9// tables — mcpify's shared pipeline (Story 5/6) already wrote
10// mcp_store.db's schema before any generated code runs.
11
12use std::collections::HashMap;
13use std::path::{Path, PathBuf};
14use std::sync::atomic::{AtomicU64, Ordering};
15use std::sync::{Mutex, Once, OnceLock};
16use std::time::Duration;
17
18use anyhow::{Context, Result};
19use rusqlite::backup::Backup;
20use rusqlite::{Connection, OpenFlags, Row};
21use serde::Serialize;
22
23static REGISTER_VEC_EXTENSION: Once = Once::new();
24
25// mcpify:versions:begin
26pub const VERSION_STORE_FILES: &[(&str, &str)] = &[
27    ("gh-2026-03-10", "mcp_store.db"),
28    ("ghec-2026-03-10", "mcp_store_vghec-2026-03-10.db"),
29    ("ghes-3.21", "mcp_store_vghes-3.21.db"),
30    ("ghes-3.20", "mcp_store_vghes-3.20.db"),
31    ("ghes-3.19", "mcp_store_vghes-3.19.db"),
32];
33
34const VERSION_STORE_BYTES: &[(&str, &[u8])] = &[
35    ("gh-2026-03-10", include_bytes!("../../mcp_store.db.zst")),
36    (
37        "ghec-2026-03-10",
38        include_bytes!("../../mcp_store_vghec-2026-03-10.db.zst"),
39    ),
40    (
41        "ghes-3.21",
42        include_bytes!("../../mcp_store_vghes-3.21.db.zst"),
43    ),
44    (
45        "ghes-3.20",
46        include_bytes!("../../mcp_store_vghes-3.20.db.zst"),
47    ),
48    (
49        "ghes-3.19",
50        include_bytes!("../../mcp_store_vghes-3.19.db.zst"),
51    ),
52];
53// mcpify:versions:end
54
55/// Resolves the active `api_version` (from the config cascade) to its
56/// store file. Every `.db` this crate supports is embedded into the
57/// compiled binary via `include_bytes!` (`VERSION_STORE_BYTES`) exactly
58/// like `validator.rs` embeds each version's schema — there is no
59/// filesystem fallback chain to reason about, and this crate never
60/// depends on any particular `.db` file existing anywhere on disk after
61/// `cargo install`. The one difference from a schema lookup: SQLite
62/// needs a real file to open a `Connection` against (unlike a `&[u8]`
63/// JSON schema, read directly from memory), so this extracts the
64/// embedded bytes to a fixed path in the OS temp dir on every call —
65/// cheap, since it only runs once per process start, and it means a
66/// rebuilt binary with different embedded bytes (a `populate_embeddings`
67/// re-run, an `add-version` update) can never be shadowed by a stale
68/// leftover from a previous install at that same path.
69pub fn resolve_store_path(api_version: &str) -> Result<PathBuf> {
70    let file = VERSION_STORE_FILES
71        .iter()
72        .find(|(label, _)| *label == api_version)
73        .map(|(_, file)| *file)
74        .with_context(|| format!("unknown api_version '{api_version}' — run the 'versions' command to see what's available"))?;
75    let bytes = VERSION_STORE_BYTES
76        .iter()
77        .find(|(label, _)| *label == api_version)
78        .map(|(_, bytes)| *bytes)
79        .with_context(|| format!("no embedded store data for api_version '{api_version}'"))?;
80
81    let mut dir = std::env::temp_dir();
82    dir.push(concat!(env!("CARGO_PKG_NAME"), "-store"));
83    std::fs::create_dir_all(&dir)
84        .with_context(|| format!("failed to create temp dir '{}'", dir.display()))?;
85
86    let path = dir.join(file);
87    // Always (re)writes rather than skipping when the path already
88    // exists: the extraction path doesn't vary by build, so a stale copy
89    // from a previous install (older embedded bytes, e.g. before a
90    // `populate_embeddings` re-run or an `add-version` update) would
91    // otherwise linger forever, silently serving outdated data. The
92    // write is cheap — this runs once per process start, not per query.
93    //
94    // Writes to a uniquely-named sibling file first, then `rename`s it
95    // into place, rather than writing `path` directly: `cached_store_connection`
96    // calls this on every tool invocation (not just once at startup), and
97    // tool calls run concurrently (each MCP request is its own tokio
98    // task) — a direct write would let one task's `open_store` observe
99    // another task's in-progress truncate, reading a momentarily-empty
100    // file and failing with "no such table: endpoints". `rename` within
101    // the same directory is atomic on both POSIX and Windows, so every
102    // reader sees either the complete previous copy or the complete new
103    // one, never a partial write.
104    //
105    // `bytes` is the zstd-compressed `.db.zst` payload (see
106    // `VERSION_STORE_BYTES`), not a valid SQLite file itself — it must be
107    // decompressed before `rusqlite::Connection::open` can read it.
108    let decompressed = zstd::stream::decode_all(bytes).with_context(|| {
109        format!("failed to decompress embedded store data for api_version '{api_version}'")
110    })?;
111    static UNIQUE: AtomicU64 = AtomicU64::new(0);
112    let tmp_path = dir.join(format!(
113        "{file}.{}.{}.tmp",
114        std::process::id(),
115        UNIQUE.fetch_add(1, Ordering::Relaxed)
116    ));
117    std::fs::write(&tmp_path, decompressed).with_context(|| {
118        format!(
119            "failed to extract embedded store data to '{}'",
120            tmp_path.display()
121        )
122    })?;
123    std::fs::rename(&tmp_path, &path).with_context(|| {
124        format!(
125            "failed to move extracted store data into place at '{}'",
126            path.display()
127        )
128    })?;
129
130    Ok(path)
131}
132
133const ENDPOINT_COLUMNS: &str = "operation_id, path, method, summary, description, input_schema, output_schema, auth_scheme_ref";
134
135/// Registers the `sqlite-vec` extension once per process, via
136/// `sqlite3_auto_extension` — matching the pattern the `sqlite-vec` crate
137/// itself documents for `rusqlite`.
138fn register_vec_extension() {
139    REGISTER_VEC_EXTENSION.call_once(|| unsafe {
140        #[allow(clippy::missing_transmute_annotations)]
141        rusqlite::ffi::sqlite3_auto_extension(Some(std::mem::transmute(
142            sqlite_vec::sqlite3_vec_init as *const (),
143        )));
144    });
145}
146
147/// Opens `mcp_store.db` read-only: this crate's binaries only ever read
148/// it, except `github-mcp-populate-embeddings` (a separate `[[bin]]`), which uses
149/// `open_store_read_write` instead.
150pub fn open_store(path: &Path) -> Result<Connection> {
151    register_vec_extension();
152    Connection::open_with_flags(path, OpenFlags::SQLITE_OPEN_READ_ONLY)
153        .with_context(|| format!("failed to open '{}'", path.display()))
154}
155
156/// Read-write counterpart to `open_store` — for `bin/populate_embeddings.rs`,
157/// the one binary that actually writes to `mcp_store.db` (backfilling
158/// `semantic_endpoints`, whose table every other caller only ever reads
159/// from).
160pub fn open_store_read_write(path: &Path) -> Result<Connection> {
161    register_vec_extension();
162    Connection::open_with_flags(path, OpenFlags::SQLITE_OPEN_READ_WRITE)
163        .with_context(|| format!("failed to open '{}'", path.display()))
164}
165
166/// Returns a process-wide, in-memory-backed connection for `api_version`:
167/// on first access, opens the on-disk file read-only via `open_store`,
168/// copies its entire contents into a fresh `:memory:` connection (via
169/// SQLite's backup API), then drops the on-disk connection immediately —
170/// so its file handle/lock is held only for that brief copy, not for the
171/// process's lifetime. This means an external process (a fresh
172/// `github-mcp-populate-embeddings` run, a deployment replacing the file) can update
173/// `mcp_store.db` without hitting "database is locked" against a live
174/// server, at the cost of the running process only picking up such an
175/// update on its next restart.
176///
177/// Returns the connection behind a `Mutex` rather than handing it out
178/// directly: callers must finish with the guard (and drop it) *before*
179/// any `.await` — `rusqlite::Connection` isn't `Sync`, so holding the
180/// guard across an await point would make the enclosing future
181/// non-`Send`, the same constraint `core/mcp_server.rs`'s tool handlers
182/// already respect for a plain `Connection`.
183pub fn cached_store_connection(api_version: &str) -> Result<&'static Mutex<Connection>> {
184    let path = resolve_store_path(api_version)?;
185    cached_in_memory_connection(api_version, &path)
186}
187
188/// Does the actual work for `cached_store_connection`, taking an explicit
189/// path (rather than resolving one from `api_version` itself) so it's
190/// testable against an arbitrary tempdir path — `cache_key` and `path`
191/// are separate parameters because two different `api_version`s should
192/// never collide in the process-wide cache even if (hypothetically) they
193/// resolved to the same file.
194fn cached_in_memory_connection(cache_key: &str, path: &Path) -> Result<&'static Mutex<Connection>> {
195    static CACHE: OnceLock<Mutex<HashMap<String, &'static Mutex<Connection>>>> = OnceLock::new();
196    let cache = CACHE.get_or_init(|| Mutex::new(HashMap::new()));
197
198    if let Some(conn) = cache.lock().unwrap().get(cache_key) {
199        return Ok(conn);
200    }
201
202    let disk_conn = open_store(path)?;
203    let mut mem_conn =
204        Connection::open_in_memory().context("failed to open an in-memory SQLite connection")?;
205    Backup::new(&disk_conn, &mut mem_conn)
206        .context("failed to start SQLite backup into memory")?
207        .run_to_completion(i32::MAX, Duration::from_millis(0), None)
208        .with_context(|| format!("failed to back up '{}' into memory", path.display()))?;
209    drop(disk_conn);
210
211    let leaked: &'static Mutex<Connection> = Box::leak(Box::new(Mutex::new(mem_conn)));
212    let mut cache = cache.lock().unwrap();
213    Ok(*cache.entry(cache_key.to_string()).or_insert(leaked))
214}
215
216#[derive(Debug, Clone, Serialize)]
217pub struct EndpointRecord {
218    pub operation_id: String,
219    pub path: String,
220    pub method: String,
221    pub summary: Option<String>,
222    pub description: Option<String>,
223    pub input_schema: serde_json::Value,
224    pub output_schema: serde_json::Value,
225    pub auth_scheme_ref: Option<String>,
226}
227
228fn row_to_endpoint(row: &Row) -> rusqlite::Result<EndpointRecord> {
229    let input_schema: String = row.get(5)?;
230    let output_schema: String = row.get(6)?;
231    Ok(EndpointRecord {
232        operation_id: row.get(0)?,
233        path: row.get(1)?,
234        method: row.get(2)?,
235        summary: row.get(3)?,
236        description: row.get(4)?,
237        input_schema: serde_json::from_str(&input_schema).unwrap_or(serde_json::Value::Null),
238        output_schema: serde_json::from_str(&output_schema).unwrap_or(serde_json::Value::Null),
239        auth_scheme_ref: row.get(7)?,
240    })
241}
242
243pub fn get_endpoint(conn: &Connection, operation_id: &str) -> Result<Option<EndpointRecord>> {
244    let mut stmt = conn.prepare(&format!(
245        "SELECT {ENDPOINT_COLUMNS} FROM endpoints WHERE operation_id = ?1"
246    ))?;
247    match stmt.query_row([operation_id], row_to_endpoint) {
248        Ok(record) => Ok(Some(record)),
249        Err(rusqlite::Error::QueryReturnedNoRows) => Ok(None),
250        Err(err) => Err(err.into()),
251    }
252}
253
254pub fn list_endpoints(conn: &Connection) -> Result<Vec<EndpointRecord>> {
255    let mut stmt = conn.prepare(&format!("SELECT {ENDPOINT_COLUMNS} FROM endpoints"))?;
256    let rows = stmt.query_map([], row_to_endpoint)?;
257    Ok(rows.collect::<rusqlite::Result<Vec<_>>>()?)
258}
259
260#[derive(Debug, Clone, Serialize)]
261pub struct SearchResult {
262    pub operation_id: String,
263    pub summary: Option<String>,
264    pub similarity: f64,
265}
266
267/// k-nearest-neighbor search over `semantic_endpoints` (sqlite-vec's
268/// documented `MATCH ... AND k = ...` query form). `query_embedding` must
269/// come from the same model as the vectors it's compared against — see
270/// `services::embedding_service`. Bound as a raw little-endian `f32` blob,
271/// the same wire format `bin/populate_embeddings.rs` writes (sqlite-vec
272/// accepts either that or a JSON array per-call, independent of how any
273/// given row was originally inserted, so this is a consistency choice, not
274/// a correctness requirement).
275///
276/// `similarity` is a simple `1 - distance` transform of sqlite-vec's L2
277/// distance, not a true cosine-similarity computation; since embeddings
278/// are normalized (unit vectors), L2-distance ordering already matches
279/// cosine-similarity ordering, so result *ranking* is correct even though
280/// the displayed score is an approximation.
281pub fn search_endpoints(
282    conn: &Connection,
283    query_embedding: &[f32],
284    limit: usize,
285) -> Result<Vec<SearchResult>> {
286    let blob: Vec<u8> = query_embedding
287        .iter()
288        .flat_map(|value| value.to_le_bytes())
289        .collect();
290
291    let mut stmt = conn.prepare(
292        "SELECT e.operation_id, e.summary, s.distance
293         FROM semantic_endpoints s
294         JOIN endpoints e ON e.operation_id = s.operation_id
295         WHERE s.embedding MATCH ?1 AND k = ?2
296         ORDER BY s.distance",
297    )?;
298    let rows = stmt.query_map(rusqlite::params![blob, limit], |row| {
299        let distance: f64 = row.get(2)?;
300        Ok(SearchResult {
301            operation_id: row.get(0)?,
302            summary: row.get(1)?,
303            similarity: 1.0 - distance,
304        })
305    })?;
306    Ok(rows.collect::<rusqlite::Result<Vec<_>>>()?)
307}
308
309#[cfg(test)]
310mod tests {
311    use super::*;
312
313    /// Guards against `VERSION_STORE_FILES` and `VERSION_STORE_BYTES`
314    /// silently drifting apart — every `api_version` this crate lists must
315    /// resolve to embedded bytes, or `resolve_store_path` fails at runtime
316    /// for exactly that version and nothing else, which is easy to miss in
317    /// review since the two arrays are edited in different places.
318    #[test]
319    fn every_version_store_file_has_embedded_bytes() {
320        let file_labels: std::collections::HashSet<_> = VERSION_STORE_FILES
321            .iter()
322            .map(|(label, _)| *label)
323            .collect();
324        let byte_labels: std::collections::HashSet<_> = VERSION_STORE_BYTES
325            .iter()
326            .map(|(label, _)| *label)
327            .collect();
328        assert_eq!(file_labels, byte_labels);
329    }
330
331    /// Regression test: `resolve_store_path` used to `std::fs::write` the
332    /// shared extraction path directly, which let one thread's `open_store`
333    /// race another thread's in-progress truncate — exactly what happens
334    /// when multiple MCP tool calls run concurrently against the same
335    /// `api_version` (each hits this path via `cached_store_connection`).
336    /// The rename-into-place fix must make every one of these opens see a
337    /// complete file rather than an intermittently empty one.
338    #[test]
339    fn resolve_store_path_survives_concurrent_calls() {
340        let api_version = VERSION_STORE_FILES[0].0.to_string();
341        let handles: Vec<_> = (0..16)
342            .map(|_| {
343                let api_version = api_version.clone();
344                std::thread::spawn(move || {
345                    let path = resolve_store_path(&api_version).unwrap();
346                    open_store(&path).unwrap();
347                })
348            })
349            .collect();
350        for handle in handles {
351            handle.join().unwrap();
352        }
353    }
354
355    /// Builds a read-write connection with the same schema mcpify's shared
356    /// pipeline writes, and seeds it with one row — real usage never
357    /// creates this schema (mcpify already wrote it before any generated
358    /// code runs), so this setup is test-only fixture, not production
359    /// code these tests exercise.
360    fn seeded_store(path: &Path) -> Connection {
361        unsafe {
362            #[allow(clippy::missing_transmute_annotations)]
363            rusqlite::ffi::sqlite3_auto_extension(Some(std::mem::transmute(
364                sqlite_vec::sqlite3_vec_init as *const (),
365            )));
366        }
367        let conn = Connection::open(path).unwrap();
368        conn.execute(
369            "CREATE TABLE endpoints (
370                operation_id TEXT PRIMARY KEY,
371                path TEXT NOT NULL,
372                method TEXT NOT NULL,
373                summary TEXT,
374                description TEXT,
375                input_schema TEXT NOT NULL,
376                output_schema TEXT NOT NULL,
377                auth_scheme_ref TEXT
378            )",
379            [],
380        )
381        .unwrap();
382        conn.execute(
383            "CREATE VIRTUAL TABLE semantic_endpoints USING vec0(
384                operation_id TEXT PRIMARY KEY,
385                embedding FLOAT[4]
386            )",
387            [],
388        )
389        .unwrap();
390        conn.execute(
391            "INSERT INTO endpoints (operation_id, path, method, summary, description, input_schema, output_schema, auth_scheme_ref)
392             VALUES ('listWidgets', '/widgets', 'GET', 'List widgets', NULL, '{}', '[]', NULL)",
393            [],
394        )
395        .unwrap();
396        let embedding: Vec<u8> = [1.0f32, 0.0, 0.0, 0.0]
397            .iter()
398            .flat_map(|v| v.to_le_bytes())
399            .collect();
400        conn.execute(
401            "INSERT INTO semantic_endpoints (operation_id, embedding) VALUES ('listWidgets', ?1)",
402            rusqlite::params![embedding],
403        )
404        .unwrap();
405        conn
406    }
407
408    #[test]
409    fn get_endpoint_returns_a_seeded_row() {
410        let dir = tempfile::tempdir().unwrap();
411        let path = dir.path().join("mcp_store.db");
412        let _conn = seeded_store(&path);
413
414        let store = open_store(&path).unwrap();
415        let endpoint = get_endpoint(&store, "listWidgets").unwrap().unwrap();
416        assert_eq!(endpoint.path, "/widgets");
417        assert_eq!(endpoint.method, "GET");
418        assert_eq!(endpoint.summary.as_deref(), Some("List widgets"));
419    }
420
421    #[test]
422    fn get_endpoint_returns_none_for_an_unknown_operation() {
423        let dir = tempfile::tempdir().unwrap();
424        let path = dir.path().join("mcp_store.db");
425        let _conn = seeded_store(&path);
426
427        let store = open_store(&path).unwrap();
428        assert!(get_endpoint(&store, "unknownOp").unwrap().is_none());
429    }
430
431    #[test]
432    fn list_endpoints_returns_every_row() {
433        let dir = tempfile::tempdir().unwrap();
434        let path = dir.path().join("mcp_store.db");
435        let _conn = seeded_store(&path);
436
437        let store = open_store(&path).unwrap();
438        let endpoints = list_endpoints(&store).unwrap();
439        assert_eq!(endpoints.len(), 1);
440        assert_eq!(endpoints[0].operation_id, "listWidgets");
441    }
442
443    #[test]
444    fn search_endpoints_finds_the_nearest_neighbor() {
445        let dir = tempfile::tempdir().unwrap();
446        let path = dir.path().join("mcp_store.db");
447        let _conn = seeded_store(&path);
448
449        let store = open_store(&path).unwrap();
450        let results = search_endpoints(&store, &[1.0, 0.0, 0.0, 0.0], 5).unwrap();
451        assert_eq!(results.len(), 1);
452        assert_eq!(results[0].operation_id, "listWidgets");
453        assert!(results[0].similarity > 0.99);
454    }
455
456    #[test]
457    fn cached_in_memory_connection_serves_seeded_data() {
458        let dir = tempfile::tempdir().unwrap();
459        let path = dir.path().join("mcp_store.db");
460        let _conn = seeded_store(&path);
461
462        let cached = cached_in_memory_connection("cached-serves-seeded-data", &path).unwrap();
463        let endpoint = get_endpoint(&cached.lock().unwrap(), "listWidgets")
464            .unwrap()
465            .unwrap();
466        assert_eq!(endpoint.path, "/widgets");
467
468        // vec0 search must also work against the in-memory copy —
469        // `register_vec_extension`'s `sqlite3_auto_extension` applies
470        // process-wide, so it isn't specific to file-backed connections.
471        let results = search_endpoints(&cached.lock().unwrap(), &[1.0, 0.0, 0.0, 0.0], 5).unwrap();
472        assert_eq!(results.len(), 1);
473        assert_eq!(results[0].operation_id, "listWidgets");
474    }
475
476    #[test]
477    fn cached_in_memory_connection_holds_no_lingering_lock_on_the_disk_file() {
478        let dir = tempfile::tempdir().unwrap();
479        let path = dir.path().join("mcp_store.db");
480        let _conn = seeded_store(&path);
481
482        let cached = cached_in_memory_connection("cached-releases-disk-handle", &path).unwrap();
483
484        // If the disk connection were still open, removing the file out
485        // from under it would be the exact failure mode this fix exists
486        // to avoid.
487        std::fs::remove_file(&path).unwrap();
488
489        let endpoint = get_endpoint(&cached.lock().unwrap(), "listWidgets")
490            .unwrap()
491            .unwrap();
492        assert_eq!(endpoint.path, "/widgets");
493    }
494
495    #[test]
496    fn cached_in_memory_connection_reuses_the_same_connection_for_the_same_key() {
497        let dir = tempfile::tempdir().unwrap();
498        let path = dir.path().join("mcp_store.db");
499        let _conn = seeded_store(&path);
500
501        let first = cached_in_memory_connection("cached-reuses-same-key", &path).unwrap()
502            as *const Mutex<Connection>;
503        let second = cached_in_memory_connection("cached-reuses-same-key", &path).unwrap()
504            as *const Mutex<Connection>;
505        assert_eq!(
506            first, second,
507            "expected the same cached connection, not a fresh backup"
508        );
509    }
510}