AI agent tool reliability // full index

Tools

meteor_showers floheissler/astronomy-mcp-server — Active and upcoming meteor showers — peak dates, ZHR, radiant position
whats_up floheissler/astronomy-mcp-server — Sky overview — moon phase, darkness times, visible planets and deep sky objects
best_time floheissler/astronomy-mcp-server — Find optimal observation window for planets, moon, or DSOs over a date range
list_windows deepseek-vision — 列出所有可见窗口
analyze_image deepseek-vision — 图片分析
analyze_video deepseek-vision — 视频分析
transcribe_audio deepseek-vision — 音频转写
hybrid_analyze deepseek-vision — 万能感知入口
list_models deepseek-vision — 列出可用模型
zen_status deepseek-vision — 配置自检
describe_screen deepseek-vision — 截屏 + 视觉分析（全屏/主屏/指定窗口）
take_screenshot deepseek-vision — 纯截屏保存
remember VBlackJack/Engram — Stores a work memory item with provenance and confidence limits
recall VBlackJack/Engram — Retrieves compact memory capsules based on query and filters
browser_screenshot browser-debug-agent — Take screenshot
browser_verify browser-debug-agent — Run assertion manifest
browser_stop browser-debug-agent — Close session
browser_doctor browser-debug-agent — Health check
browser_interact browser-debug-agent — Click, fill, press, hover
browser_evaluate browser-debug-agent — Run JS in page
browser_network browser-debug-agent — Get network entries
browser_console browser-debug-agent — Get console entries
browser_snapshot browser-debug-agent — Accessibility snapshot
browser_open browser-debug-agent — Open URL with viewport
list_projects bugsnag-mcp-server — Lists projects in an organization.
list_error_events bugsnag-mcp-server — Lists events (occurrences) for a specific error.
list_organizations bugsnag-mcp-server — Lists available Bugsnag organizations.
view_error bugsnag-mcp-server — Gets detailed information about a specific error.
view_event bugsnag-mcp-server — Views detailed information about a specific event.
view_exception_chain bugsnag-mcp-server — Views the full chain of exceptions for an event.
search_issues bugsnag-mcp-server — Searches for issues using various criteria.
view_stacktrace bugsnag-mcp-server — Extracts and formats stacktrace information from an event.
list_errors bugsnag-mcp-server — Lists errors in a project with filtering options.
view_latest_event bugsnag-mcp-server — Views the latest event for an error.
comment_mcp_run @comment-io/cli — Exposes the Comment.io API to MCP-capable agents.
read_comm @comment-io/cli — Read a Comment.io document by slug, token-free URL, or exact clean CMNT/configured shortlink
create_comm @comment-io/cli — Create a new Comment.io document
get_version draftshelf-mcp — Retrieve a specific version
get_library draftshelf-mcp — Retrieve the user's resume library
get_header draftshelf-mcp — Retrieve the resume header information
list_tags draftshelf-mcp — List all tags
list_skill_groups draftshelf-mcp — List all skill groups
list_versions draftshelf-mcp — List all versions
add_entry draftshelf-mcp — Add a new entry to the library
edit_entry draftshelf-mcp — Edit an existing entry
remove_entry draftshelf-mcp — Remove an entry (requires confirmation)
add_bullet draftshelf-mcp — Add a bullet to an entry
update_header draftshelf-mcp — Update the resume header
remove_bullet draftshelf-mcp — Remove a bullet (requires confirmation)
edit_bullet draftshelf-mcp — Edit a bullet in an entry
add_position draftshelf-mcp — Add a position to an entry
edit_position draftshelf-mcp — Edit a position
remove_position draftshelf-mcp — Remove a position
move_position draftshelf-mcp — Move a position
convert_entry_to_positions draftshelf-mcp — Convert an entry to positions
create_version draftshelf-mcp — Create a new version
duplicate_version draftshelf-mcp — Duplicate a version
delete_version draftshelf-mcp — Delete a version (requires confirmation)
restore_version draftshelf-mcp — Restore a deleted version
purge_version draftshelf-mcp — Permanently purge a version (requires confirmation)
update_version_selection draftshelf-mcp — Update version selection, including excluded position IDs
fill_version_by_tag draftshelf-mcp — Fill a version by tag
update_version draftshelf-mcp — Update a version
set_override draftshelf-mcp — Set an override for a version or position
export_docx draftshelf-mcp — Export a version as DOCX
clear_override draftshelf-mcp — Clear an override for a version or position
export_pdf draftshelf-mcp — Export a version as PDF
get_full_export draftshelf-mcp — Get full export of the library
get_preferences draftshelf-mcp — Get user preferences
update_preferences draftshelf-mcp — Update user preferences
get_github_backup_status draftshelf-mcp — Get GitHub backup status (read-only)
configure_github_backup draftshelf-mcp — Configure GitHub backup (always refuses)
generate_cover_letter draftshelf-mcp — Generate a cover letter draft (not saved)
list_symbols quin345/cTrader-mcp-server — Available instruments with metadata
get_symbol quin345/cTrader-mcp-server — Detailed symbol information
amend_order quin345/cTrader-mcp-server — Update order parameters (with override validation)
close_position quin345/cTrader-mcp-server — Close position (with override validation)
list_deals_by_position_id quin345/cTrader-mcp-server — Deal history for position
list_orders quin345/cTrader-mcp-server — Open orders with filtering
get_order_details quin345/cTrader-mcp-server — Specific order information
create_order quin345/cTrader-mcp-server — Create new order (with override validation)
get_account_status quin345/cTrader-mcp-server — Current account status and session
get_trader quin345/cTrader-mcp-server — Trader profile and account metadata
list_symbol_categories quin345/cTrader-mcp-server — Symbol category organization
get_market_data quin345/cTrader-mcp-server — Recent market data and quotes
get_account_list_by_access_token quin345/cTrader-mcp-server — Accounts for access token
cancel_order quin345/cTrader-mcp-server — Cancel open order
list_positions quin345/cTrader-mcp-server — Open positions and status
get_position_unrealized_pnl quin345/cTrader-mcp-server — Position unrealized P&L
reminders_tasks mcp-server-apple-events — Manage reminders tasks with full CRUD operations, including priority, tags, and subtasks.
calendar_events mcp-server-apple-events — Manage calendar events with CRUD operations.
calendar_calendars mcp-server-apple-events — Read calendars that have events within an optional date window.
reminders_subtasks mcp-server-apple-events — Manage subtasks within reminders, including toggle and reorder.
reminders_lists mcp-server-apple-events — Manage reminder lists with CRUD operations.
continue_editing nano-banana-mcp — Continue editing the last generated/edited image.
get_last_image_info nano-banana-mcp — Get information about the last generated image.
configure_gemini_token nano-banana-mcp — Configure your Gemini API key.
get_configuration_status nano-banana-mcp — Check if the API key is configured.
edit_image nano-banana-mcp — Edit a specific image file with a text prompt.
generate_image nano-banana-mcp — Create a new image from a text prompt.

AI agent tool reliability // full index

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