Flask (app.py)

flask · score 10.0 · database, app-factory, orm-init, route-registration, flask-core
Defines Flask application factory, initializes database ORM, and sets up routes.

blueprints.py

flask · score 9.9 · database, blueprint-routing, modular-routes, db-routes, dev-tools
Flask blueprint module defining database-related route handlers.

Request (wrappers.py)

flask · score 9.9 · database, http-request, werkzeug-wrapper, request-parsing, headers-handling
Wraps Werkzeug's Request class—Flask's request object handling HTTP request data within the Flask application framework.

get_debug_flag (helpers.py)

flask · score 9.9 · database, debug-mode, config-flag, runtime-mode, env-detection
Returns app debug flag from config/env for Flask runtime mode.

JSONProvider (provider.py)

flask · score 9.9 · database, json-serialization, json-deserialization, type-conversion, dev-tools
Flask. Provides Flask JSON conversion.

app.py

flask · score 9.8 · database, app-lifecycle, request-handling, response-handling, routing
Defines Flask's application class managing routing, configuration, and request/response lifecycle sans-I/O.

scaffold.py

flask · score 9.8 · database, app-scaffolding, route-registration, view-functions, request-handling
Scaffold class defines Flask's without dictated app scaffolding: registers view functions routes, request

OpenClawReadonlyAdapter (openclaw-readonly.ts)

openclaw-control-center · score 9.8 · database
Exposes read-only data access to OpenClaw via an adapter interface,

Database Seed Script (seed/db.ts)

onlook · score 9.7 · database, Database / ORM, seed, dev-tools, orm
Populates the development database with default users, projects, branches, and related entities for testing and onboarding.

Environment (templating.py)

flask · score 9.6 · database, jinja2-env, template-rendering, template-engine, ui
Env (database): Flask⋅interface→Environment (t=jinja2?

createInitialDataSourceState (dataSource.ts)

openclaw-pixel-agents · score 9.4 · database
Creates the initial state object for the data-source state machine, setting effective data source based on configuration and ingest token availability.

createApiServer (api-server.ts)

helix · score 9.3 · database, rest-api-exposure, pcec-http-endpoints, cross-language-bridge, integration
Helix REST API Server Exposes PCEC repair engine over HTTP for cross-language integration. Start: npx helix serve [--port 7842] [--mode observe|auto|full] /

BlueprintSetupState (blueprints.py)

flask · score 9.2 · database, blueprint-setup, route-registration, app-registration, dev-tools
solicitar, aplicar tras ver el vb dará lugar a lanzar el listas." Choose. Respons.

ping (client)

redis-py · score 9.1 · database, health-check, connectivity-test, ping-pong, dev-tools
Sends a PING command to test Redis server connectivity, returning True on PONG response.

SqlitePersistAdapter (persist/sqlite.ts)

VidBee · score 9.1 · database, Database / ORM
* SQLite implementation of PersistAdapter using better-sqlite3. Reference: docs/vidbee-task-queue-state-machine-design.md §9. Operational rules implemented here: - WAL + synchronou

startAgentLoop (agent-loop.ts)

room · score 9.1 · database, agent-loop, db-ops, automation
Launches agent DB ops loop.

Connection

redis-py · score 9.1 · database, tcp-communication, connection-management, keepalive, infra
Manages TCP communication to and from a Redis server, handling connection setup, keepalive configuration, and error reporting.

GBrain Postgres Schema (src/schema.sql)

mperkins0155/gbrain · score 9.1 · database, Database / ORM, postgres, schema, vector
Defines PostgreSQL tables, extensions, and source tenancy schema for GBrain, enabling vector search and trigram indexing.

Invitations Table Migration (migrate/0031_gorgeous_tomorrow_man.sql)

giselle · score 9.0 · database, Database / ORM, sql, migration, invitations
Creates an invitations table with token uniqueness, foreign keys to teams and users, and indexes for efficient lookup and revocation handling.

Event Database Interface (db/events.rs)

mperkins0155/hyperswitch · score 9.0 · database, Database / ORM, events, async, rust
Async trait for inserting and querying event records with idempotency and merchant scoping support.

init_db (database)

mantis · score 9.0 · database, sqlite-schema, schema-migration, db-init
Initializes the SQLite database schema with tables, indexes, and schema version enforcement, raising on mismatches.

EnvironBuilder (testing.py)

flask · score 8.9 · database, test-fixtures, env-builder, test-config, request-builder
Builds test environment configuration for Flask app testing, including paths and metadata.

ConfigAttribute (config.py)

flask · score 8.9 · database, config-descriptor, type-conversion, attribute-access, dev-tools
Descriptor class forwarding attribute access to Flask app configuration with optional type conversion.

sfp_ripe.py

spiderfoot · score 8.9 · database, whois-lookup, registry-query, ip-geolocation, osint
-*- coding: utf-8 -*- ------------------------------------------------------------------------------- Name: sfp_ripe Purpose: Queries Internet registryes like RIPE (incl. ARIN) to

Mirix DB Init Script (init.sql)

MIRIX · score 8.9 · database, Database / ORM, postgresql, extensions, vector-search
SQL script run on first PostgreSQL startup to enable required extensions like vector, uuid‑ossp and pg_trgm for embeddings and fuzzy search.

NoAppException (cli.py)

flask · score 8.9 · database, error-handling, app-context, cli-exception, dev-tools
Signals missing Flask app in CLI operations, raised when no app context available.

Database Table Spreadsheet View (table-[table]/spreadsheet.svelte)

console-getitforcomm · score 8.9 · database, Database / ORM, svelte, spreadsheet, ui
Interactive spreadsheet UI for viewing, sorting, and editing rows of a database table with pagination and bulk actions.

FileSystemService (services/file-system-service.ts)

VidBee · score 8.9 · database, Database / ORM
Module exposing: FileSystemService

Organization ORM Model (orm/organization.py)

MIRIX · score 8.9 · database, Database / ORM, orm, sqlalchemy, organization
SQLAlchemy model representing an organization, the top-level entity linking all other ORM objects within MIRIX.

Redis

redis-py · score 8.9 · database, redis-client, async, connection-pool, protocol-implementation
Async Redis client implementing the Redis protocol, providing a Python interface to all Redis commands and managing connections via pools or single connections.

Memory Block ORM Model (orm/block.py)

MIRIX · score 8.9 · database, Database / ORM, sqlalchemy, orm, memory
SQLAlchemy model representing a block of LLM context memory, including constraints, indexes, and length validation for efficient queries.

Redis

redis-py · score 8.9 · database, redis-client, connection-pool, pubsub, pipelines
Synchronous Redis client implementing the Redis protocol, providing a Python interface to all Redis commands, connection pooling, pipelines, pub/sub, and locking.

NewRepo (repos.go)

9router-go · score 8.8 · api-key-management, sql-repository, crud-operations, connection-validation, database
SQL database repository for managing API keys and provider connections with validation and CRUD operations.

Mem0 Backend Abstraction (mem0/_backend.py)

mperkins0155/hermes-agent · score 8.8 · database, Database / ORM, memory, backend, api
Provides a unified interface over Mem0 Platform and OSS memory backends, exposing search, add, update, and delete operations.

SQLAlchemy Base Mixins (orm/base.py)

MIRIX · score 8.8 · database, Database / ORM, sqlalchemy, orm, mixin
Abstract base class and mixins adding created/updated timestamps and soft‑delete flag to SQLAlchemy ORM models.

KV Router Store (src/kv_router_store.rs)

mperkins0155/hyperswitch · score 8.8 · storage, Cache / KV, kv, redis, router
Provides a key‑value storage abstraction for router data with Redis and database fallback, supporting insert, update, and filter operations.

Author Data Schema

hugo-theme-resume · score 8.8 · database, json-schema, data-modeling, content-metadata, social-profiles
Author profile data schema with education, experience, skills, languages, awards, and social links following HugoBlox author/v1 schema.

ResourcesRepository (api-template.ts)

oh-my-agent · score 8.8 · database, nestjs, prisma, zod-validation, api-template
API Endpoint Template for Backend Agent (Node.js / NestJS) Demonstrates the Router -> Service -> Repository pattern using NestJS, Prisma, and Zod validation. File layout (split int

edr_fnv_stable_id (persistence.rs)

clawdstrike · score 8.8 · database
Ledger persistence and receipt-emission helpers for response executions. ! ! These functions append execution and rollback reports to the response ! execution ledger, durably recor

canAccessAgentPayments (payments.ts)

swarmdock · score 8.8 · database, rbac, permission-check, payment-access, auth
Checks user's database permissions to gate access to agent payment features.

isAgentKitConfigured (wallet.ts)

swarmdock · score 8.8 · database, coinbase-agentkit, wallet-provisioning, cdp-api-keys, agent-wallet
Coinbase AgentKit wallet provisioning with persistence. When CDP_API_KEY_NAME and CDP_API_KEY_PRIVATE are configured, agents without a wallet address can have one auto-created duri

isHighValueDispute (tribunal.ts)

swarmdock · score 8.8 · database, dispute-evaluation, threshold-check, db-query, payments
Fetches disputes from DB and returns boolean whether dispute meets high-value criteria.

openGeneMap (db.ts)

helix · score 8.8 · database, sqlite-capsule-storage, schema-migration-system, indexed-gene-queries
Manages SQLite database for gene capsules with schema migrations, indices for failure codes and q-values, and storage for coding pattern strategies and hints.

unknown_tags (tags.py)

hackingtool · score 8.8 · tag-taxonomy, catalog-vocabulary, canonical-metadata, database
Canonical tag taxonomy for the tool catalog. One fixed, curated vocabulary so search / tag-filter / recommend run on facts instead of regex guesses. Every catalog entry's ``tags``

InboundDedupeStore (dedupe_store.py)

deer-flow · score 8.7 · database, webhook-dedupe, deduplication, in-memory-store, storage
Inbound webhook dedupe store. The manager-level inbound dedupe (``ChannelManager._inbound_dedupe_key``) guards an agent run / final answer against provider redeliveries. The defaul

ConfigBase (config.py)

Nettacker · score 8.7 · database, config-loading, path-management, caching
Provides cached configuration loading and path management for Nettacker.

WXT Storage

wxt · score 8.7 · database, Database / ORM
Simplified, typed wrapper around browser.storage APIs with reactive-like interface for managing extension state.

SessionMixin (sessions.py)

flask · score 8.7 · database, session-storage, cookie-management, request-state, storage
Provides session persistence layer.

parse_url (connection)

redis-py · score 8.7 · database, url-parsing, scheme-parsing, query-params, authentication-handling
Parses a Redis connection URL into keyword arguments, supporting redis://, rediss://, and unix:// schemes, and handles query parameters, authentication, and connection class select

Deployment Table Schema (domain/deployment.ts)

onlook · score 8.7 · database, Database / ORM, db, schema, deployment
Defines the PostgreSQL schema for deployment records, including status, type enums, fields, and Zod validation schemas for insert and update operations.