AI agent tool reliability // full index

Categories

data 135793 · knowledge 108480 · other 86036 · devops 51636 · search 49945 · finance 48502 · code 39485 · communication 36081 · productivity 34424 · files 32254 · media 32051 · security 31217 · retrieval 24197 · database 22019 · ml 17680 · web 15623 · browser 15146 · email 9999 · payments 5173 · calendar 4368 · analytics 4011 · blockchain 1845 · network 1751 · health 1620 · marketing 1289 · crm 1163 · memory 831 · storage 819 · research 739 · social 693 · ecommerce 618 · design 581 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 423 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 188 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · integration 107 · identity 105 · marketplace 102 · hardware 102 · cms 100 · hr 98

Tools

• get_channel_info lanternrow/youtube-organic-mcp — Channel profile + lifetime stats (subscribers, total views, video count, uploads playlist)
• get_videos lanternrow/youtube-organic-mcp — Paginated uploads with per-video views, likes, comments, duration
• get_video_details lanternrow/youtube-organic-mcp — Details for specific video IDs (batch up to 50)
• get_channel_analytics lanternrow/youtube-organic-mcp — Channel analytics over a date range: views, watch time, avg view duration/%, subs gained/lost, likes, comments, shares — optionally by day
• get_video_analytics lanternrow/youtube-organic-mcp — The same metrics for a single video over a date range
• list_motions punithkrishnakeepudi/Webots MCP — Lists all available pre-recorded movements.
• play_motion punithkrishnakeepudi/Webots MCP — Executes high-level animations (wave, taichi, etc.).
• set_head_position punithkrishnakeepudi/Webots MCP — Direct API for head robot control (Yaw/Pitch).
• get_visual_perception punithkrishnakeepudi/Webots MCP — Captures the top camera image for AI reasoning.
• get_robot_status punithkrishnakeepudi/Webots MCP — Returns telemetry (GPS, Joint angles, etc.).
• deck_create_blank_presentation @brightdeck/openclaw-deck — Create a blank deck
• deck_create_presentation @brightdeck/openclaw-deck — Generate a deck from a prompt
• deck_answer_questions @brightdeck/openclaw-deck — Drive the guided create flow
• deck_list_presentations @brightdeck/openclaw-deck — Browse decks you can access
• deck_get_presentation @brightdeck/openclaw-deck — Fetch one deck's metadata
• deck_get_share_link @brightdeck/openclaw-deck — Get a viewer URL
• deck_update_presentation @brightdeck/openclaw-deck — Rename, change visibility, etc.
• deck_export_pptx_url @brightdeck/openclaw-deck — Get a downloadable pptx export URL
• deck_export_pdf_url @brightdeck/openclaw-deck — Get a downloadable pdf export URL
• deck_list_permissions @brightdeck/openclaw-deck — List sharing permissions
• deck_share_presentation @brightdeck/openclaw-deck — Share a presentation with others
• deck_revoke_permission @brightdeck/openclaw-deck — Revoke a sharing permission
• deck_approve_plan @brightdeck/openclaw-deck — Approve the plan in guided create flow
• deck_get_task_status @brightdeck/openclaw-deck — Check a generation run's stage
• get_public_data yonghwan1106/MCPortal — Fetches public data from the Korean government's data.go.kr API based on the provided parameters.
• search_issues io.github.sandovalrr/project-context — Searches issues across the configured provider.
• resolve_project_context io.github.sandovalrr/project-context — Resolves the current Git repository and its configured issue provider context.
• get_issue io.github.sandovalrr/project-context — Fetches a single issue by its provider-specific ID.
• prepare_issue_change io.github.sandovalrr/project-context — Prepares a write operation (create/update) for preview and later apply.
• apply_issue_change io.github.sandovalrr/project-context — Applies a previously prepared issue change.
• list_users io.github.sandovalrr/project-context — Lists users from the configured provider.
• get_issue_capabilities io.github.sandovalrr/project-context — Returns the capabilities of the configured issue provider.
• list_issues io.github.sandovalrr/project-context — Lists issues from the configured provider with optional filters.
• search_users io.github.sandovalrr/project-context — Searches users from the configured provider.
• search_issue_options io.github.sandovalrr/project-context — Searches issue metadata options like labels or cycles.
• list_issue_comments io.github.sandovalrr/project-context — Lists comments on a specific issue.
• accela_mcp_records_search accela-mcp — Search for records by criteria
• accela_mcp_records_get accela-mcp — Get a record by ID
• accela_mcp_inspections_search accela-mcp — Search for inspections
• accela_mcp_inspections_get accela-mcp — Get an inspection by ID
• accela_mcp_documents_search accela-mcp — Search for documents
• accela_mcp_documents_get accela-mcp — Get a document by ID
• accela_mcp_workflow_get accela-mcp — Get workflow tasks for a record
• accela_mcp_fees_get accela-mcp — Get fees for a record
• accela_mcp_property_search accela-mcp — Search for properties
• accela_mcp_people_search accela-mcp — Search for people
• accela_mcp_discovery accela-mcp — Discover available capabilities and their status
• accela_mcp_reference_data accela-mcp — Get reference data (e.g., types, statuses)
• search-blog-documents fortunto2/Remote MCP Server + AutoRAG on Cloudflare — Search blog documents using vector search with optional domain filter
• get_language_info graffiticode/graffiticode-mcp-server — Get detailed authoring information about a specific language.
• list_languages graffiticode/graffiticode-mcp-server — Discover available Graffiticode languages.
• create_item graffiticode/graffiticode-mcp-server — Create a new item in any Graffiticode language.
• update_item graffiticode/graffiticode-mcp-server — Modify an existing item by describing what you want to change.
• render_item graffiticode/graffiticode-mcp-server — Retrieve an item and display it, waiting for generation to finish.
• get_item graffiticode/graffiticode-mcp-server — Retrieve raw source and data for programmatic use.
• get_spec graffiticode/graffiticode-mcp-server — Get the specification for a language.
• preview_trade_data comtrade-mcp-server — Preview final trade data (limited to 500 records). No subscription key required.
• get_data_availability comtrade-mcp-server — Check what trade data is available. Free to use.
• list_references comtrade-mcp-server — List all available reference tables. Free to use.
• get_reference comtrade-mcp-server — Get contents of a specific reference table. Free to use.
• get_live_updates comtrade-mcp-server — Get recent data releases. Requires subscription key.
• get_trade_data comtrade-mcp-server — Get full trade data with subscription key (up to 250K records). Requires subscription key.
• get_metadata comtrade-mcp-server — Get metadata and publication notes. Free to use.
• convert_country_iso3_to_code comtrade-mcp-server — Convert ISO3 country codes to Comtrade codes. Free to use.
• search_by_doi eduardofarina/ReferenceMCP — Look up a paper by DOI
• get_paper_details eduardofarina/ReferenceMCP — Get full metadata for a saved reference
• get_citations eduardofarina/ReferenceMCP — Get papers that cite a given paper
• get_references eduardofarina/ReferenceMCP — Get papers cited by a given paper
• save_reference eduardofarina/ReferenceMCP — Save a paper by DOI
• list_references eduardofarina/ReferenceMCP — List saved references
• delete_reference eduardofarina/ReferenceMCP — Remove a reference
• create_collection eduardofarina/ReferenceMCP — Create a collection
• add_to_collection eduardofarina/ReferenceMCP — Add reference to collection
• search_papers eduardofarina/ReferenceMCP — Search across sources by query
• list_tags eduardofarina/ReferenceMCP — List all tags
• tag_reference eduardofarina/ReferenceMCP — Add tags to a reference
• list_collections eduardofarina/ReferenceMCP — List all collections
• format_citation eduardofarina/ReferenceMCP — Format a reference in a style
• format_bibliography eduardofarina/ReferenceMCP — Format multiple references
• list_styles eduardofarina/ReferenceMCP — List available styles
• set_default_style eduardofarina/ReferenceMCP — Set default citation style
• export_bibtex eduardofarina/ReferenceMCP — Export as BibTeX
• export_ris eduardofarina/ReferenceMCP — Export as RIS
• export_csl_json eduardofarina/ReferenceMCP — Export as CSL-JSON
• verify_audit J-X0/quarryman-labs-streaming-inference-mcp — Re-check the entire hash-chained audit log for tampering
• ingest_event J-X0/quarryman-labs-streaming-inference-mcp — Process a new event through the streaming inference engine, producing a score and audit record
• stream_stats J-X0/quarryman-labs-streaming-inference-mcp — Get current statistics (mean, variance, sample count) for streams
• export_audit J-X0/quarryman-labs-streaming-inference-mcp — Export the audit chain for review
• create_workflow io.github.laveeshb/logicapps-mcp — Create a new Logic App workflow
• show_failed_runs io.github.laveeshb/logicapps-mcp — Show failed runs from the last 24 hours
• debug_run io.github.laveeshb/logicapps-mcp — Trace failures through actions, loops, and scopes for a specific run
• update_workflow io.github.laveeshb/logicapps-mcp — Update an existing Logic App workflow
• delete_workflow io.github.laveeshb/logicapps-mcp — Delete a Logic App workflow
• list_logic_apps io.github.laveeshb/logicapps-mcp — List Logic Apps in a subscription
• run_trigger io.github.laveeshb/logicapps-mcp — Run a trigger of a Logic App
• cancel_run io.github.laveeshb/logicapps-mcp — Cancel a running Logic App run
• add_retry_policy io.github.laveeshb/logicapps-mcp — Add retry logic to an action
• disable_workflow io.github.laveeshb/logicapps-mcp — Disable a Logic App workflow
• list_connectors io.github.laveeshb/logicapps-mcp — Discover available connectors
• create_connection io.github.laveeshb/logicapps-mcp — Create a connection for a connector

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