AI agent tool reliability // full index

Categories

data 129440 · knowledge 103488 · other 82594 · devops 50475 · search 47966 · finance 46868 · code 38375 · communication 34387 · productivity 33227 · files 31289 · media 31046 · security 29998 · retrieval 23344 · database 21506 · ml 16945 · browser 14715 · web 13744 · email 9732 · payments 4938 · calendar 4261 · analytics 3788 · blockchain 1782 · network 1716 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 710 · social 650 · ecommerce 601 · design 576 · project 510 · commerce 479 · advertising 439 · news 422 · compliance 403 · seo 391 · api 366 · system 337 · project management 334 · monitoring 287 · education 214 · content 181 · cloud 164 · observability 137 · automation 131 · debug 119 · mobile 119 · workflow 119 · iot 108 · fitness 108 · auth 105 · account 104 · identity 103 · hardware 102 · integration 101 · marketplace 97 · cms 95 · testing 94

Tools

• memory_retrieve yoloshii/ClawMem — Auto-routes queries via intent classification and dispatches to the optimal search backend
• timeline yoloshii/ClawMem — Navigates temporal neighborhoods around any document
• get-list-by-id Adise211/Trello MCP Server — Get a Trello list by ID
• get-cards-by-list-id Adise211/Trello MCP Server — Get all cards for a specific list
• delete-card Adise211/Trello MCP Server — Delete a Trello card
• add-attachment-to-card Adise211/Trello MCP Server — Add an attachment to a card
• get-boards Adise211/Trello MCP Server — Get all boards for the current user
• get-board-by-name Adise211/Trello MCP Server — Get a Trello board by name
• get-board-by-id Adise211/Trello MCP Server — Get a Trello board by ID
• get-lists-by-board-id Adise211/Trello MCP Server — Get all lists for a specific board
• update-card Adise211/Trello MCP Server — Update an existing Trello card
• move-card-to-list Adise211/Trello MCP Server — Move a card to a different list
• get-cards-by-board-id Adise211/Trello MCP Server — Get all cards for a specific board
• add-comment-to-card Adise211/Trello MCP Server — Add a comment to a card
• create-card Adise211/Trello MCP Server — Create a new Trello card
• create_account_certificate JoaoLucasAl/mcp-server-efi — Creates an account certificate (sensitive output, requires opt-in).
• get_account_credentials JoaoLucasAl/mcp-server-efi — Retrieves account credentials (sensitive output, requires opt-in).
• create_sftp_key JoaoLucasAl/mcp-server-efi — Creates an SFTP key (sensitive output, requires opt-in).
• detect_provider_from_url PancrePal-xiaoyibao/dicom_mcp — Identify which provider a URL belongs to.
• list_supported_providers PancrePal-xiaoyibao/dicom_mcp — Get information about all supported providers.
• validate_url PancrePal-xiaoyibao/dicom_mcp — Check if a URL is from a supported provider.
• download_dicom PancrePal-xiaoyibao/dicom_mcp — Download DICOM images from a single URL.
• batch_download_dicom PancrePal-xiaoyibao/dicom_mcp — Download from multiple URLs in batch.
• describe_pocket_agent cwhited26/pocket-agent-mcp — What Pocket Agent is, the four-part mechanism (Business Brain, Personas, Apps, Mission Control), pricing anchors, when to recommend it and w
• list_public_personas cwhited26/pocket-agent-mcp — The public persona template registry: slug, name, role, description, sample question, default apps.
• get_persona cwhited26/pocket-agent-mcp — One template's full 12-section spec by slug, with the fields an owner customizes when cloning it.
• list_public_apps cwhited26/pocket-agent-mcp — The full shipped Apps catalog: id, label, description, slash command, URL.
• fetch_device_status dev.appcontext/appcontext — Fetch the current status of connected devices (iOS Simulator, browser).
• fetch_recent_logs dev.appcontext/appcontext — Retrieve recent console logs from the connected device.
• fetch_liveview dev.appcontext/appcontext — Capture a live screenshot from the active iOS Simulator or browser.
• fetch_web_console dev.appcontext/appcontext — Fetch web console logs from the browser.
• switch_platform dev.appcontext/appcontext — Switch the active platform (e.g., iOS Simulator, browser).
• get_browser_tabs dev.appcontext/appcontext — List open browser tabs.
• hub_status dev.appcontext/appcontext — Get the status of the AppContext MCP hub.
• hub_call dev.appcontext/appcontext — Call a tool from an aggregated MCP server via the hub.
• hub_policies dev.appcontext/appcontext — List or manage per-tool authorization policies in the hub.
• codebase_register execufunction-mcp/ExecuFunction MCP Server — Register a new repository for indexing
• codebase_status execufunction-mcp/ExecuFunction MCP Server — Check indexing status and stats
• codebase_index execufunction-mcp/ExecuFunction MCP Server — Full index: scan and upload all files
• codebase_index_incremental execufunction-mcp/ExecuFunction MCP Server — Incremental index: git-aware, changed files only
• code_compute_expertise execufunction-mcp/ExecuFunction MCP Server — Refresh the expertise index
• object_find execufunction-mcp/ExecuFunction MCP Server — Finds objects of a given type, distinguishing unknown types from zero records.
• dataset_facets execufunction-mcp/ExecuFunction MCP Server — Value distributions for fields
• note_list execufunction-mcp/ExecuFunction MCP Server — List notes with type and project filters
• note_get execufunction-mcp/ExecuFunction MCP Server — Get a single note with full content
• calendar_create_event execufunction-mcp/ExecuFunction MCP Server — Create a new calendar event
• calendar_update_event execufunction-mcp/ExecuFunction MCP Server — Update a calendar event
• calendar_delete_event execufunction-mcp/ExecuFunction MCP Server — Delete a calendar event (destructive)
• codebase_list execufunction-mcp/ExecuFunction MCP Server — List indexed repositories
• project_list execufunction-mcp/ExecuFunction MCP Server — List all projects with status filtering
• task_get execufunction-mcp/ExecuFunction MCP Server — Gets a task and lists executable work items joined to it.
• entity_graph execufunction-mcp/ExecuFunction MCP Server — Reports entity graph with each record's own status.
• note_search execufunction-mcp/ExecuFunction MCP Server — Searches notes with full-text ranking ahead of semantic and literal matches.
• schema_introspect execufunction-mcp/ExecuFunction MCP Server — Summarises datasets by default, with optional per-field dump.
• dataset_quality_check execufunction-mcp/ExecuFunction MCP Server — Checks dataset quality, counting blank strings as missing values.
• people_search execufunction-mcp/ExecuFunction MCP Server — Searches for people, returning stored profile and fact proposals.
• codebase_snapshot_status execufunction-mcp/ExecuFunction MCP Server — Get latest index snapshot for a repository
• codebase_materialize_snapshot execufunction-mcp/ExecuFunction MCP Server — Download a snapshot archive
• codebase_delete execufunction-mcp/ExecuFunction MCP Server — Delete a repository and all indexed data (destructive)
• code_who_knows execufunction-mcp/ExecuFunction MCP Server — Find experts for a code area
• codebase_search execufunction-mcp/ExecuFunction MCP Server — Semantic search across indexed code
• code_history execufunction-mcp/ExecuFunction MCP Server — Get commit history for a repository
• vault_list execufunction-mcp/ExecuFunction MCP Server — List vault entries (metadata only)
• dataset_aggregate execufunction-mcp/ExecuFunction MCP Server — Grouped metrics (count, avg, sum, etc.)
• dataset_timeseries execufunction-mcp/ExecuFunction MCP Server — Time series analysis with transforms
• dataset_materialize_result execufunction-mcp/ExecuFunction MCP Server — Save derived result as a new dataset
• dataset_plot_result execufunction-mcp/ExecuFunction MCP Server — Validate chart payload from derived result
• object_links execufunction-mcp/ExecuFunction MCP Server — Traverse graph links for an object
• object_action_run execufunction-mcp/ExecuFunction MCP Server — Run a declarative action on an object
• dataset_bucket execufunction-mcp/ExecuFunction MCP Server — Bucket numeric/date fields into ranges
• dataset_rank execufunction-mcp/ExecuFunction MCP Server — Rank records by sorts or weighted formula
• dataset_analyze execufunction-mcp/ExecuFunction MCP Server — Generate natural-language insights
• dataset_compare execufunction-mcp/ExecuFunction MCP Server — Compare metrics across segments
• dataset_export execufunction-mcp/ExecuFunction MCP Server — Export records as CSV
• dataset_join_rows execufunction-mcp/ExecuFunction MCP Server — Self-join with alias-scoped fields
• dataset_compute_fields execufunction-mcp/ExecuFunction MCP Server — Compute derived columns (lag, diff, rolling)
• git_blame_symbol execufunction-mcp/ExecuFunction MCP Server — Run git blame on a local file range
• code_memory_store execufunction-mcp/ExecuFunction MCP Server — Store a fact about the codebase
• code_memory_search execufunction-mcp/ExecuFunction MCP Server — Search stored code facts
• code_memory_list execufunction-mcp/ExecuFunction MCP Server — List all stored code memories
• code_memory_delete execufunction-mcp/ExecuFunction MCP Server — Delete a code memory (destructive)
• vault_create execufunction-mcp/ExecuFunction MCP Server — Store a new encrypted secret
• vault_read execufunction-mcp/ExecuFunction MCP Server — Decrypt and read a secret (audit-logged)
• vault_update execufunction-mcp/ExecuFunction MCP Server — Update vault entry metadata
• vault_search execufunction-mcp/ExecuFunction MCP Server — Search vault entries by name/description
• upload_document execufunction-mcp/ExecuFunction MCP Server — Upload a PDF, Markdown, or text file into Knowledge
• dataset_list execufunction-mcp/ExecuFunction MCP Server — List datasets
• dataset_create execufunction-mcp/ExecuFunction MCP Server — Create a dataset
• dataset_query execufunction-mcp/ExecuFunction MCP Server — Query records by filters/sorts
• dataset_mutate execufunction-mcp/ExecuFunction MCP Server — Create/update/delete records (destructive)
• dataset_schema_modify execufunction-mcp/ExecuFunction MCP Server — Add/update/delete fields (destructive)
• dataset_summarize execufunction-mcp/ExecuFunction MCP Server — Summarize schema and sample rows
• note_create execufunction-mcp/ExecuFunction MCP Server — Create a new note (markdown)
• note_update execufunction-mcp/ExecuFunction MCP Server — Update note title, content, or type
• note_delete execufunction-mcp/ExecuFunction MCP Server — Delete a note (destructive)
• calendar_list_events execufunction-mcp/ExecuFunction MCP Server — List calendar events for a date range
• project_create execufunction-mcp/ExecuFunction MCP Server — Create a new project
• project_update execufunction-mcp/ExecuFunction MCP Server — Update project name, summary, status, emoji
• project_archive execufunction-mcp/ExecuFunction MCP Server — Archive a project (destructive)
• project_get_context execufunction-mcp/ExecuFunction MCP Server — Get full project context (tasks, notes, signals)

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