AI agent tool reliability // full index

Tools

agent_list SerjMihashin/Waymark — Lists agents.
agent_set_status SerjMihashin/Waymark — Sets the status of an agent.
search sofya-co/sofya-mcp — Search the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific q
fetch sofya-co/sofya-mcp — Fetch up to 10 URLs as clean markdown. Also handles PDF, DOCX, and more.
extract sofya-co/sofya-mcp — Fetch a page and pull specific structured info using AI.
research sofya-co/sofya-mcp — Decompose a question into sub-queries, read many sources in parallel, and synthesize a cited report.
semantic_search shrprabh/BigQuery RAG MCP Server — Converts a natural-language question into an embedding, performs semantic retrieval over document chunks stored in BigQuery, and returns str
get_qibla_direction bartest5/Azan-MCP — Bearing in degrees + 16-point cardinal toward Makkah
get_monthly_prayer_calendar bartest5/Azan-MCP — Full month prayer schedule (28–31 days)
get_sunnah_prayer_times bartest5/Azan-MCP — Duha, Awwabin, and Tahajjud time windows
get_azan_text bartest5/Azan-MCP — Full Azan text in Arabic and/or transliteration (Fajr variant included)
get_iqama_time bartest5/Azan-MCP — Iqama time = adhan + configured offset
set_iqama_offset bartest5/Azan-MCP — Update iqama delay (minutes after adhan) per prayer
get_daily_azan_schedule bartest5/Azan-MCP — All 5 adhan + iqama times for today
get_hijri_date bartest5/Azan-MCP — Today's or a given date's Hijri equivalent
convert_gregorian_to_hijri bartest5/Azan-MCP — Gregorian → Hijri conversion
convert_hijri_to_gregorian bartest5/Azan-MCP — Hijri → Gregorian conversion
get_islamic_events bartest5/Azan-MCP — Named Islamic events for a Hijri year/month with Gregorian dates
get_ramadan_dates bartest5/Azan-MCP — Gregorian start and end dates of Ramadan for a given year
get_eid_dates bartest5/Azan-MCP — Eid al-Fitr and Eid al-Adha dates for a given year
get_voluntary_fasting_dates bartest5/Azan-MCP — Mondays/Thursdays, Ayyam al-Beed, 6 Shawwal, Day of Arafah
get_morning_adhkar bartest5/Azan-MCP — Complete morning adhkar with Arabic, transliteration, source
get_evening_adhkar bartest5/Azan-MCP — Complete evening adhkar with Arabic, transliteration, source
list_dua_topics bartest5/Azan-MCP — All dua topics
list_calculation_methods bartest5/Azan-MCP — All 10 method IDs with Fajr/Isha angles
get_server_info bartest5/Azan-MCP — Active config: location, timezone, calculation method, madhab
get_prayer_times bartest5/Azan-MCP — All 5 prayers + Sunrise for a date and location
get_next_prayer bartest5/Azan-MCP — Name and time of the next upcoming prayer
get_time_until_next_prayer bartest5/Azan-MCP — Minutes until next prayer + human-readable countdown
run_full_agentic_onboarding signal-found/sf-mcp — Let the agent run the full onboarding pipeline autonomously
configure_product_strategy signal-found/sf-mcp — Define market positioning and messaging strategy
modify_subreddits signal-found/sf-mcp — Add or remove subreddits from targeting
modify_keywords signal-found/sf-mcp — Add or remove keywords from targeting
login_with_client_id signal-found/sf-mcp — Authenticate your session, check credit balance
agent_quickstart signal-found/sf-mcp — Recommended agent workflow for zero-context onboarding
create_new_account signal-found/sf-mcp — Create a new Signal Found client account
create_new_product signal-found/sf-mcp — Register a product and start the onboarding flow
get_onboarding_status signal-found/sf-mcp — Check onboarding completion for a product
configure_targeting signal-found/sf-mcp — Set subreddits and keywords for a product
vision_analyze_image ganyu123456/mcp-multivision-server — 图片描述/问答/OCR/图表/UI/报错分析，支持预设或自定义提示
vision_analyze_video ganyu123456/mcp-multivision-server — 视频原生交给云端模型理解（需支持video_url的模型）
vision_image_metadata ganyu123456/mcp-multivision-server — 获取图片的尺寸、格式、EXIF、GPS等元信息（本地Pillow解析）
vision_get_server_status ganyu123456/mcp-multivision-server — 检查服务器配置与可用性
vision_video_info ganyu123456/mcp-multivision-server — ffprobe 视频元信息
vision_extract_audio ganyu123456/mcp-multivision-server — 抽音轨为 mp3/wav
vision_scene_detect ganyu123456/mcp-multivision-server — 场景切换时间戳
vision_detect_faces ganyu123456/mcp-multivision-server — OpenCV 人脸检测（数量+坐标）
vision_compare_images ganyu123456/mcp-multivision-server — 感知哈希+直方图相似度
vision_extract_frames ganyu123456/mcp-multivision-server — 抽帧为图片文件，返回路径+时间戳
inspect_runbook PanuwatChinpratan/safe-runbook-mcp — Resolve variables and return the exact plan plus its hash.
list_runbooks PanuwatChinpratan/safe-runbook-mcp — Discover available runbooks and risk levels.
execute_runbook PanuwatChinpratan/safe-runbook-mcp — Execute the already-defined plan after policy checks.
set_projects_dir xcode-mcp-server — Set the base directory for Xcode projects.
get_active_project xcode-mcp-server — Get the currently active Xcode project.
switch_project xcode-mcp-server — Switch to a different Xcode project.
read_file xcode-mcp-server — Read the contents of a file in the project.
create_file xcode-mcp-server — Create a new file in the project with given content.
modify_file xcode-mcp-server — Modify an existing file by replacing content.
get_targets xcode-mcp-server — List all targets in the active project.
get_schemes xcode-mcp-server — List all build schemes in the active project.
get_configurations xcode-mcp-server — List all build configurations in the active project.
build_project xcode-mcp-server — Build the active project with optional configuration.
run_tests xcode-mcp-server — Run tests for the active project.
list_files xcode-mcp-server — List files in the active project with optional type filtering.
analyze_file xcode-mcp-server — Analyze a source file for potential issues.
railway_environments_list qinwu611-lab/railway-mcp-server — 列出项目的所有环境
railway_environment_logs qinwu611-lab/railway-mcp-server — 获取环境的日志（跨所有服务）
railway_variable_set qinwu611-lab/railway-mcp-server — 设置/更新单个环境变量
railway_projects_list qinwu611-lab/railway-mcp-server — 列出你的所有Railway项目
railway_project_get qinwu611-lab/railway-mcp-server — 获取指定项目的详细信息
railway_services_list qinwu611-lab/railway-mcp-server — 列出项目下的所有服务
railway_service_get qinwu611-lab/railway-mcp-server — 获取服务的详细信息
railway_service_restart qinwu611-lab/railway-mcp-server — 重启指定服务（对服务做一次重新部署）
railway_deployment_list qinwu611-lab/railway-mcp-server — 列出服务的最新部署记录
railway_deployment_get qinwu611-lab/railway-mcp-server — 获取部署详情
railway_deployment_logs qinwu611-lab/railway-mcp-server — 获取部署日志
railway_deployment_redeploy qinwu611-lab/railway-mcp-server — 重新部署
railway_deployment_cancel qinwu611-lab/railway-mcp-server — 取消部署
railway_variables_list qinwu611-lab/railway-mcp-server — 列出服务的环境变量
railway_variable_delete qinwu611-lab/railway-mcp-server — 删除服务的一个环境变量（按变量名删除）
list_servers mocchalera/xserver-files-mcp — 設定済みサーバー一覧
list_roots mocchalera/xserver-files-mcp — プロファイルのドメインルート一覧
read_file mocchalera/xserver-files-mcp — UTF-8 テキストファイルを読み取り
backup_file mocchalera/xserver-files-mcp — リモートファイルのタイムスタンプ付きバックアップを作成
write_file mocchalera/xserver-files-mcp — UTF-8 ファイルを書き込み（既存ファイルは自動バックアップ）
replace_in_file mocchalera/xserver-files-mcp — テキストの完全一致置換（自動バックアップ）
init_site_workspace mocchalera/xserver-files-mcp — ドメイン用のローカルワークスペースを作成
list_files mocchalera/xserver-files-mcp — リモートファイル一覧
pull_file_to_workspace mocchalera/xserver-files-mcp — リモートファイルをローカルワークスペースに取得
set_domain_redirect mocchalera/xserver-files-mcp — .htaccess にマーク付き 301 リダイレクトブロックを挿入・更新
push_file_from_workspace mocchalera/xserver-files-mcp — ローカルワークスペースのファイルをリモートに送信
get_document_info Youn-17/OmniGraffle BindCraft — Get document name, path, canvases
create_document Youn-17/OmniGraffle BindCraft — Create new document (optionally from template)
save_document Youn-17/OmniGraffle BindCraft — Save current document
list_templates Youn-17/OmniGraffle BindCraft — List all available OmniGraffle templates
create_canvas Youn-17/OmniGraffle BindCraft — Create a new canvas
switch_canvas Youn-17/OmniGraffle BindCraft — Switch to a canvas by index
set_canvas_size Youn-17/OmniGraffle BindCraft — Set canvas dimensions
create_shapes_batch Youn-17/OmniGraffle BindCraft — Create multiple shapes in one call
update_graphic Youn-17/OmniGraffle BindCraft — Update any property of an existing graphic

AI agent tool reliability // full index

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