| 0 |
| 1 |
| Ecosystem | 1 | 0 |
| Match Graph | 0 | 0 |
| Pricing | Free | Free |
| Starting Price | — | $25/mo |
| Capabilities | 13 decomposed | 15 decomposed |
| Times Matched | 0 | 0 |
Accepts voice messages via Telegram, transcribes them to text using configurable STT providers (Whisper, Google Cloud Speech-to-Text, or local alternatives), sends the transcribed prompt to OpenCode as a coding task, and streams back responses with optional TTS synthesis for voice playback. The pipeline integrates grammy's voice message handling with the @opencode-ai/sdk's event stream, buffering audio chunks and managing provider-specific authentication and format conversion.
Unique: Implements a bidirectional voice pipeline that bridges Telegram's voice message API with OpenCode's SSE event stream, supporting multiple STT/TTS providers via environment-based configuration and managing audio format conversion (Telegram OGG → provider-specific format) without intermediate file storage.
vs alternatives: Unlike OpenClaw's web-only interface, this bot enables voice-first mobile interaction with local OpenCode execution, reducing context switching for developers on the go.
Consumes Server-Sent Events (SSE) from the OpenCode SDK's event stream, aggregates multi-event sequences (task start, model selection, context consumption, file changes, task completion) into a single coherent state, and maintains a persistent pinned Telegram message that updates in-place with live metrics: token usage, context window consumption, list of modified files, and agent status. Uses a SummaryAggregator class to deduplicate events, calculate deltas, and format structured data into Telegram's MarkdownV2 syntax.
Unique: Implements a SummaryAggregator pattern that deduplicates and coalesces SSE events into a single mutable pinned message, avoiding Telegram chat spam while maintaining real-time visibility. Uses MarkdownV2 formatting with careful escaping to render structured metrics (token counts, file diffs) in a mobile-friendly compact layout.
vs alternatives: Provides better observability than OpenClaw's web dashboard for mobile users by consolidating multi-event sequences into a single pinned status, reducing API calls and chat clutter while maintaining real-time updates.
Supports running the bot as a background daemon process on Linux/macOS using systemd or similar process managers. Provides configuration templates and setup guides for systemd service files, environment variable management, and log rotation. Enables the bot to start automatically on system boot and restart on failure, making it suitable for always-on local execution.
Unique: Provides systemd service templates and setup guides that enable the bot to run as a background daemon with automatic restart on failure, suitable for always-on local execution without manual intervention.
vs alternatives: Enables production-grade deployment of the bot as a local service, unlike OpenClaw's web-only model which requires manual server management.
Implements comprehensive error handling for common failure scenarios: OpenCode server unavailable, invalid session/project, task submission errors, SSE connection drops, and API rate limits. Translates technical errors into user-friendly Telegram messages with suggested remediation steps (e.g., 'Server is offline, please check localhost:8000'). Includes retry logic for transient failures and graceful degradation when features are unavailable.
Unique: Translates technical errors into user-friendly Telegram messages with remediation suggestions, implementing retry logic for transient failures and graceful degradation for unavailable features.
vs alternatives: Provides better error visibility and recovery than OpenClaw's web interface, with mobile-friendly error messages and automatic retry logic for common failures.
Provides a command-line interface (CLI) for starting the bot with configurable options: Telegram token, OpenCode server URL, STT/TTS provider selection, locale, and logging level. Parses arguments using a custom args parser, validates configuration, and loads environment variables from .env files. Supports both global npm installation (via npx) and direct execution, with clear error messages for missing or invalid configuration.
Unique: Implements a custom CLI argument parser that validates configuration and loads environment variables, supporting both npx and global npm installation with clear error messages for missing or invalid options.
vs alternatives: Provides flexible configuration management that OpenClaw's web interface doesn't support, allowing developers to customize bot behavior via CLI arguments and environment variables.
Implements a state machine that intercepts OpenCode agent questions and permission requests (e.g., 'Should I modify this file?', 'Which model should I use?') via SSE events, renders them as Telegram inline keyboard buttons, captures user responses, and sends them back to OpenCode via the SDK's interaction API. The Interaction Guard class manages state transitions, prevents concurrent interactions, and ensures responses are routed to the correct agent context (session, project, task).
Unique: Uses a dedicated Interaction Guard state machine that maps Telegram callback_query events to OpenCode SDK interaction responses, preventing concurrent interactions and ensuring responses are routed to the correct task context. Integrates grammy's callback_query handler with the SDK's interaction API, managing the full round-trip from question to response.
vs alternatives: Enables mobile-first approval workflows that OpenClaw's web interface doesn't support, allowing developers to respond to agent questions from anywhere without returning to their desktop.
Provides commands to list, create, and switch between OpenCode sessions and projects, mirroring the TUI's session management. Internally uses the OpenCode SDK to query available projects, manage git worktrees (creating isolated working directories for parallel work), and maintain session state (current project, branch, uncommitted changes). Stores session context in memory and persists it across bot restarts via environment variables or a local state file.
Unique: Mirrors OpenCode TUI's session management by wrapping the SDK's project and session APIs, providing Telegram commands that abstract away git worktree creation and branch switching. Maintains session state in memory with optional persistence, allowing users to manage multiple projects without manual git operations.
vs alternatives: Provides mobile-friendly project switching that OpenClaw doesn't expose, allowing developers to manage multiple concurrent feature branches directly from Telegram without returning to the CLI.
Accepts natural language scheduling descriptions (e.g., 'every Monday at 9am', 'daily at 3pm', 'once tomorrow at 2pm') via Telegram message, parses them using a scheduling library (likely node-cron or similar), generates cron expressions, and registers recurring or one-time tasks with the OpenCode server. The bot stores scheduled task definitions and executes them on a schedule, submitting the associated coding prompt to OpenCode at the specified time.
Unique: Implements natural language scheduling that converts user-friendly descriptions into cron expressions, storing task definitions and executing them on a schedule. Integrates with OpenCode's task submission API to run coding tasks at specified times without requiring manual CLI invocation.
vs alternatives: Provides lightweight task scheduling without a full CI/CD pipeline, allowing developers to automate routine coding tasks directly from Telegram with natural language syntax instead of cron syntax.
+5 more capabilities
Automatically inspects tabular data sources (Google Sheets, Airtable, Excel, CSV, SQL databases) to extract column names, infer field types (text, number, date, checkbox, etc.), and create bidirectional data bindings between UI components and source columns. Uses declarative component-to-column mappings that persist schema changes in real-time, enabling components to automatically reflect upstream data structure modifications without manual rebinding.
Unique: Glide's approach combines automatic schema introspection with declarative component binding, eliminating manual field mapping that competitors like Airtable require. The bidirectional sync model means changes to source column structure automatically propagate to UI components without developer intervention, reducing maintenance overhead for non-technical users.
vs alternatives: Faster to initial app than Airtable (which requires manual field configuration) and more flexible than rigid form builders because it adapts to evolving data structures automatically.
Provides 40+ pre-built, data-aware UI components (forms, tables, calendars, charts, buttons, text inputs, dropdowns, file uploads, maps, etc.) that automatically render responsively across mobile and desktop viewports. Components use a declarative binding syntax to connect to spreadsheet columns, with built-in support for computed fields, conditional visibility, and user-specific data filtering. Layout engine uses CSS Grid/Flexbox under the hood to adapt component sizing and positioning based on screen size without requiring manual breakpoint configuration.
Unique: Glide's component library is tightly integrated with data binding — components are not generic UI elements but data-aware objects that automatically sync with spreadsheet columns. This eliminates the disconnect between UI and data that exists in traditional form builders, where developers must manually wire component values to data sources.
vs alternatives: Faster to build than Bubble (which requires manual component-to-data wiring) and more mobile-optimized than Airtable's grid-centric interface, which prioritizes desktop spreadsheet metaphors over mobile-first design.
Glide scores higher at 70/100 vs opencode-telegram-bot at 38/100. opencode-telegram-bot leads on ecosystem, while Glide is stronger on adoption and quality.
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Enables multiple team members to edit apps simultaneously with role-based access control. Supports predefined roles (Owner, Editor, Viewer) with different permission levels: Owners can manage team members and publish apps, Editors can modify app design and data, Viewers can only view published apps. Team member limits vary by plan (2 free, 10 business, custom enterprise). Real-time collaboration on app design is not mentioned, suggesting changes may not be synchronized in real-time between editors.
Unique: Glide's team collaboration is built into the platform, meaning team members don't need separate accounts or complex permission configuration — they're invited via email and assigned roles directly in the app. This is more seamless than tools requiring external identity management.
vs alternatives: More integrated than Airtable (which requires separate workspace management) and simpler than GitHub-based collaboration (which requires version control knowledge), though less sophisticated than enterprise platforms with audit logging and approval workflows.
Provides pre-built app templates for common use cases (inventory management, CRM, project management, expense tracking, etc.) that users can clone and customize. Templates include sample data, pre-configured components, and example workflows, reducing time-to-first-app from hours to minutes. Templates are fully editable, allowing users to modify data sources, components, and workflows to match their specific needs. Template library is curated by Glide and updated regularly with new templates.
Unique: Glide's templates are fully functional apps with sample data and workflows, not just empty scaffolds. This allows users to immediately see how components work together and understand app structure before customizing, reducing the learning curve significantly.
vs alternatives: More complete than Airtable's templates (which are mostly empty bases) and more accessible than building from scratch, though less flexible than code-based frameworks where templates can be parameterized and generated programmatically.
Allows workflows to be triggered on a schedule (daily, weekly, monthly, or custom intervals) without manual intervention. Scheduled workflows execute at specified times and can perform batch operations (process pending records, send daily reports, sync data, etc.). Execution time is in UTC, and the exact scheduling mechanism (cron, quartz, custom) is undocumented. Failed scheduled tasks may or may not retry automatically (retry logic undocumented).
Unique: Glide's scheduled workflows are integrated with the workflow engine, meaning scheduled tasks can execute the same complex logic as event-triggered workflows (conditional logic, multi-step actions, API calls). This is more powerful than simple scheduled email tools because scheduled tasks can perform data transformations and cross-system synchronization.
vs alternatives: More integrated than Zapier's schedule trigger (which is limited to simple actions) and more accessible than cron jobs (which require server access and scripting knowledge), though less transparent about execution guarantees and failure handling than enterprise job schedulers.
Offers Glide Tables, a proprietary managed database alternative to external spreadsheets or databases, with automatic scaling and optimization for Glide apps. Glide Tables are stored in Glide's infrastructure and optimized for the data binding and query patterns used by Glide apps. Scaling limits are plan-dependent (25k-100k rows), with separate 'Big Tables' tier for larger datasets (exact scaling limits undocumented). Automatic backups and disaster recovery are mentioned but details are undocumented.
Unique: Glide Tables are optimized specifically for Glide's data binding and query patterns, meaning they're tightly integrated with the app builder and don't require separate database administration. This is more seamless than connecting external databases (which require schema design and optimization knowledge) but less flexible because data is locked into Glide's proprietary format.
vs alternatives: More managed than self-hosted databases (no administration required) and more integrated than external databases (no separate configuration), though less portable than standard databases because data cannot be easily exported or migrated.
Provides basic chart components (bar, line, pie, area charts) that visualize data from connected sources. Charts are configured visually by selecting data columns for axes, values, and grouping. Charts are responsive and adapt to mobile/tablet/desktop. Real-time updates are supported; charts refresh when underlying data changes. No custom chart types or advanced visualization options (3D, animations, etc.) are available.
Unique: Provides basic chart components with automatic real-time updates and responsive design, suitable for simple dashboards — most visual builders (Bubble, FlutterFlow) require chart plugins or custom code
vs alternatives: More integrated than Airtable's chart view because real-time updates are automatic; weaker than BI tools (Tableau, Looker) because no drill-down, filtering, or advanced visualization options
Allows users to query data using natural language (e.g., 'Show me all orders from last month with revenue > $5k') which is converted to structured database queries without SQL knowledge. Also includes AI-powered data extraction from unstructured text (emails, documents, images) to populate spreadsheet columns. Implementation details (LLM model, context window, fine-tuning approach) are undocumented, but the feature appears to use prompt-based query generation with fallback to manual query building if AI fails.
Unique: Glide's natural language query feature bridges the gap between spreadsheet users (who think in English) and database queries (which require SQL). Rather than teaching users SQL, it translates natural language to structured queries, lowering the barrier to data exploration. The data extraction capability extends this to unstructured sources, automating data entry from emails and documents.
vs alternatives: More accessible than Airtable's formula language or traditional SQL, and more integrated than bolt-on AI query tools because it's built directly into the data layer rather than as a separate search interface.
+7 more capabilities