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AI agent tool reliability // full index
Categories data 236985 · knowledge 176473 · other 144618 · search 86045 · devops 84267 · finance 71883 · code 69637 · communication 63828 · productivity 58412 · files 57347 · media 51725 · security 51058 · web 47921 · retrieval 44107 · database 36044 · ml 29352 · browser 27470 · email 17155 · calendar 7748 · payments 7009 · analytics 6608 · network 2835 · research 2412 · blockchain 2315 · health 2199 · marketing 2045 · crm 1879 · memory 1615 · storage 1375 · advertising 1370 · social 1120 · ecommerce 1073 · seo 880 · design 848 · commerce 740 · news 678 · api 610 · monitoring 592 · project 573 · system 517 · project management 451 · compliance 439 · education 362 · debug 324 · content 321 · testing 261 · accessibility 241 · automation 241 · cloud 233 · weather 230 · observability 208 · hardware 194 · fitness 193 · identity 179 · account 178 · workflow 170 · integration 160 · marketplace 153 · cms 151 · mobile 151
Tools prepare_reference_image TJC-LP/sanzaru — Crop reference image to aspect ratio
transcribe_audio TJC-LP/sanzaru — Transcribe audio using Whisper or GPT-4o
delete_video TJC-LP/sanzaru — Delete a video
remix_video TJC-LP/sanzaru — Remix an existing video
audio_process TJC-LP/sanzaru — Process audio: format conversion, compression, file management
wait_for TJC-LP/sanzaru — Block server-side on job IDs until they finish
generate_image TJC-LP/sanzaru — Synchronous image generation
edit_image TJC-LP/sanzaru — Edit an existing image
chat_with_audio TJC-LP/sanzaru — Analyze audio via chat
tts_generate TJC-LP/sanzaru — Generate text-to-speech audio with multiple voices
extend_video TJC-LP/sanzaru — Extend an existing video
inspect_video_frame TJC-LP/sanzaru — Inspect frames with optional reference images
inspect_image TJC-LP/sanzaru — Show the model what it rendered
create_video TJC-LP/sanzaru — Generate video from text or image via Higgsfield
get_latest_audio TJC-LP/sanzaru — Get the latest audio file
transcribe_with_enhancement TJC-LP/sanzaru — Transcribe with enhancement
video_create TJC-LP/sanzaru — Generate video from text or image using Higgsfield models (Seedance 2.5, Kling 3.0)
video_edit TJC-LP/sanzaru — Edit an existing video clip using Seedance 2.5
image_edit TJC-LP/sanzaru — Edit or compose images with up to 16 inputs
simulated_podcast_create TJC-LP/sanzaru — Generate unscripted simulated podcasts with gpt-realtime agents
video_extend TJC-LP/sanzaru — Extend an existing video clip using Seedance 2.5
image_generate TJC-LP/sanzaru — Generate images using OpenAI image models (gpt-image-2.5, gpt-image-2, gpt-image-1.5, GPT-5)
image_crop TJC-LP/sanzaru — Crop a reference image to a video aspect ratio
transcribe TJC-LP/sanzaru — Transcribe audio using Whisper or GPT-4o models
podcast_create TJC-LP/sanzaru — Generate multi-voice podcasts with up to 4 speakers and 10 TTS voices
audio_chat TJC-LP/sanzaru — Interactive audio analysis with GPT-4o
list_videos TJC-LP/sanzaru — List generated videos
list_local_videos TJC-LP/sanzaru — List locally stored videos
cocosmcp_exec_stats cocos-meta-mcp — Get statistics on executed scripts to find high-frequency ones
cocosmcp_run_recipe cocos-meta-mcp — Run a registered recipe
cocosmcp_demote_recipe cocos-meta-mcp — Demote a promoted recipe back to regular recipe
cocosmcp_exec cocos-meta-mcp — Execute arbitrary scripts inside the Cocos Creator editor
cocosmcp_register_recipe cocos-meta-mcp — Save a recipe to .cocosmcp/recipes/
cocosmcp_health cocos-meta-mcp — Check the health/status of the Cocos Creator MCP bridge
cocosmcp_promote_recipe cocos-meta-mcp — Promote a recipe to a first-class tool
cocosmcp_r_{name} cocos-meta-mcp — Dynamically generated tool for a promoted recipe
manage_secrets sanyambassi/thales-cdsp-csm-mcp-server — Create static secrets, get static secret values, update, delete secrets (static, dynamic, rotated) with type filtering and dynamic secret cr
manage_dfc_keys sanyambassi/thales-cdsp-csm-mcp-server — Manage encryption keys
manage_auth_methods sanyambassi/thales-cdsp-csm-mcp-server — Authentication and access control
manage_rotation sanyambassi/thales-cdsp-csm-mcp-server — Secret rotation policies
manage_customer_fragments sanyambassi/thales-cdsp-csm-mcp-server — Enhanced security features
security_guidelines sanyambassi/thales-cdsp-csm-mcp-server — Security best practices
manage_roles sanyambassi/thales-cdsp-csm-mcp-server — List and get role information
manage_targets sanyambassi/thales-cdsp-csm-mcp-server — List, get, and create targets
manage_analytics sanyambassi/thales-cdsp-csm-mcp-server — Get analytics and monitoring data
manage_account sanyambassi/thales-cdsp-csm-mcp-server — Get account settings and licensing
get_api_reference sanyambassi/thales-cdsp-csm-mcp-server — Get API reference for native Akeyless integrations (generic workflows + S3 example)
get_top_trends trendsmcp-ai/web-traffic-mcp — What is trending right now on this source
get_ranked_trends trendsmcp-ai/web-traffic-mcp — Top topics ranked by volume
get_trends trendsmcp-ai/web-traffic-mcp — Time-series for a keyword on this source
get_growth trendsmcp-ai/web-traffic-mcp — Growth % over 1W, 1M, 3M, 6M, 1Y periods
ask @thabata-marchi/ai-engineering-mentor — Ask the mentor a programming question, grounded in your knowledge base with sources.
my_progress @thabata-marchi/ai-engineering-mentor — Show your study profile, topics studied, and areas that may need review.
micro_schedule_list @microdotdo/micro-mcp — List durable schedule events for the active production deployment.
micro_schedule_configure @microdotdo/micro-mcp — Configure a durable schedule event for the active production deployment.
micro_github_link @microdotdo/micro-mcp — Link a Micro project to a GitHub repository for CI/CD deployment.
micro_project_delete @microdotdo/micro-mcp — Delete a Micro project by its exact slug with confirmation.
micro_project_deletions @microdotdo/micro-mcp — Track asynchronous project deletion cleanup status.
micro_backups @microdotdo/micro-mcp — Inspect available backups for record recovery.
micro_backup_restore @microdotdo/micro-mcp — Restore a record from a backup using exact backup digest and current-record digest.
micro_schedule_enqueue @microdotdo/micro-mcp — Manually enqueue a schedule.triggered event for the active production deployment.
micro_schedule_remove @microdotdo/micro-mcp — Remove a durable schedule event from the active production deployment.
micro_email_quota @microdotdo/micro-mcp — Report owner-authorized email quota and delivery state for verified-user notifications.
micro_platform_status @microdotdo/micro-mcp — Check public platform status to distinguish a Micro-wide incident from a linked project failure.
micro_remix_restore @microdotdo/micro-mcp — Restore a selected gallery snapshot with provenance.
micro_gallery_list @microdotdo/micro-mcp — List reviewed, licensed immutable source snapshots from the public gallery.
micro_gallery_select @microdotdo/micro-mcp — Select a gallery snapshot for local remix.
micro_remix_remove @microdotdo/micro-mcp — Remove the source slug of a remixed project.
micro_remix_build @microdotdo/micro-mcp — Rebuild a remixed project without creating a project or reserving anything.
find_grade_by_name prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Find grade by name/number (e.g., 'Grade 9').
list_subjects prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Fetch all academic subjects.
enroll_student prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Register a new student into a specific grade.
list_teachers prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — List all teachers.
find_teacher_by_name prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Search teacher by name.
create_teacher prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Create a new teacher record.
get_teacher_assignments prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — List all grade & subject assignments for a teacher.
assign_teacher_to_course prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Link a teacher to a subject within a specific grade.
find_subject_by_name prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Search subject(s) by full or partial name.
create_subjects prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Batch create new academic subjects.
list_grades prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Retrieve all grade levels.
get_grade_details prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Get details for a specific grade level.
get_grade_curriculum prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — Fetch assigned subjects and teachers for a grade.
list_students prabeshyadav/MCP-Server-Architecture-with-AI-Orchestration — List all registered students with grade information.
get_filings_8k investmentchacha-wq/earningsprism-mcp — SEC 8-K filings for US stocks — earnings, M&A, leadership, financial events
get_filings_6k investmentchacha-wq/earningsprism-mcp — SEC 6-K filings from 600+ Foreign Private Issuers (FPI)
get_insider_trades investmentchacha-wq/earningsprism-mcp — SEC Form 4 insider buys and sells
get_filing_analytics investmentchacha-wq/earningsprism-mcp — Filing volume breakdown by category, sector, signals
search_company investmentchacha-wq/earningsprism-mcp — Company lookup by ticker or name
infer_types fJames731/narsil-mcp — Get inferred types for all variables in a function
check_type_errors fJames731/narsil-mcp — Find potential type mismatches
get_typed_taint_flow fJames731/narsil-mcp — Enhanced security analysis with type info
list_time_entries mikka-oldst/time-tracker-mcp — Returns time entries in a date range with day, start, hours, project, task, description, billable fields.
list_projects mikka-oldst/time-tracker-mcp — Returns project ids and names.
get_active_timer mikka-oldst/time-tracker-mcp — Returns the currently running timer, or null if none.
browser_scroll Ken-u/PageKit — Scroll the page
browser_type Ken-u/PageKit — Type into an input
webfetch Ken-u/PageKit — Fetch a page; returns de-adsed structured content
browser_click Ken-u/PageKit — Click an element
browser_select Ken-u/PageKit — Pick a dropdown option
web_search Ken-u/PageKit — Perform a web search using the device's WebView and return structured results.
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