AI agent tool reliability // full index
Categories
data 129451 · knowledge 103498 · other 82605 · devops 50476 · search 47979 · finance 46875 · code 38376 · communication 34389 · productivity 33227 · files 31289 · media 31046 · security 29998 · retrieval 23348 · database 21507 · ml 16946 · browser 14715 · web 13749 · 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 288 · 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
- confluence_sync_space better-confluence-mcp — Sync a Confluence space to local filesystem
- confluence_read_page better-confluence-mcp — Read page(s) - supports bulk via comma-separated IDs
- confluence_create_page better-confluence-mcp — Create page(s) - supports bulk via comma-separated titles
- confluence_push_page_update better-confluence-mcp — Push changes to page(s) - supports bulk via comma-separated IDs
- confluence_download_attachments better-confluence-mcp — Download all attachments from a page
- confluence_upload_attachment better-confluence-mcp — Upload a file as attachment
- confluence_get_spaces better-confluence-mcp — List available spaces
- confluence_create_mermaid_diagram better-confluence-mcp — Create mermaid diagram (.png) and upload to page
- confluence_get_comments better-confluence-mcp — Get comments for a page
- confluence_add_comment better-confluence-mcp — Add a comment to a page
- confluence_search_user better-confluence-mcp — Search Confluence users
- confluence_confluence_search better-confluence-mcp — Full-text search with relevance ranking (HTTP-only)
- finish_task better-todo-mcp — Finish a task and return next task
- delete_task better-todo-mcp — Delete a task by path
- get_next_task better-todo-mcp — Get the current priority task (RUNNING first, then TODO)
- list_tasks better-todo-mcp — List all tasks with status and hierarchy
- start_task better-todo-mcp — Start a task by path
- add_task better-todo-mcp — Add a new task
- get_requirements better-todo-mcp — Read requirements document
- set_requirements better-todo-mcp — Write requirements document
- get_architecture better-todo-mcp — Read architecture document
- set_architecture better-todo-mcp — Write architecture document
- add_tasks_from_plan better-todo-mcp — Add tasks from a plan structure
- get_start_plan_prompt better-todo-mcp — Return planning prompt for model to produce requirements/architecture/task breakdown
- search_datasets io.ausdata/abs-mcp — Fuzzy-search ABS dataflow names. Returns the top matches.
- describe_dataset io.ausdata/abs-mcp — Plain-English description of a dataflow's dimensions and values.
- get_data io.ausdata/abs-mcp — Query a dataflow with filters. Returns clean records (default), grouped series, or CSV.
- latest io.ausdata/abs-mcp — Just the most recent observation(s) — wraps get_data with lastNObservations=1.
- top_n io.ausdata/abs-mcp — Rank rows of a curated dataflow by a measure at the most-recent period and return the top (or bottom) N.
- list_curated io.ausdata/abs-mcp — The ten dataflow IDs that have hand-curated plain-English support.
- configure_auth bhm-mcp-chat — Set your bearer token and session ID (credentials stored locally in .env)
- get_auth_status bhm-mcp-chat — Check if auth is configured without revealing secrets
- search_profiles bhm-mcp-chat — Search profiles with 20+ filters — age, height, religion, caste, education, stars (nakshatra), state, occupation, and more
- package_version_api bibliocommons-mcp-package-version-check — Execute any package version action by name with a params dict
- package_version_help bibliocommons-mcp-package-version-check — Search available actions, parameters, and descriptions
- describe_dataset io.ausdata/apra-mcp — List a dataset's filterable dimensions and returnable measures
- search_datasets io.ausdata/apra-mcp — Fuzzy-search the curated catalog by keyword
- list_curated io.ausdata/apra-mcp — Enumerate the curated dataset IDs
- top_n io.ausdata/apra-mcp — Rank rows by a measure, return top (or bottom) N
- latest io.ausdata/apra-mcp — Last observation per measure (shortcut)
- get_data io.ausdata/apra-mcp — Query with filters, measures, period range, output format
- zendesk_search bibliocommons-mcp-zendesk — Search Zendesk tickets via the wrapped zendesk-mcp-server
- zendesk_get_ticket bibliocommons-mcp-zendesk — Retrieve a specific Zendesk ticket by ID
- describe_location io.ausdata/au-weather-mcp — Lat/lng, timezone, elevation, nearest BOM station, and the canonical Open-Meteo URL.
- list_curated io.ausdata/au-weather-mcp — All 45 supported location IDs.
- search_locations io.ausdata/au-weather-mcp — Fuzzy-search the 45 curated AU locations by name, state, or description.
- get_weather io.ausdata/au-weather-mcp — Time-series query. Auto-routes to historical archive (1940+) or forecast (today + 16 days). Daily or hourly granularity.
- compare_locations io.ausdata/au-weather-mcp — Side-by-side current weather for 2–10 locations in one call. Fans out concurrently.
- latest io.ausdata/au-weather-mcp — Current weather observation — temp, humidity, wind, rain, pressure. 15-min cache.
- air_quality io.ausdata/au-weather-mcp — Current PM2.5, PM10, ozone, NO₂, SO₂, CO + European & US AQI with plain-English labels.
- product_search BigGo-MCP-Server — Product search with BigGo search api
- price_history_graph BigGo-MCP-Server — Link that visualizes product price history
- price_history_with_history_id BigGo-MCP-Server — Uses history IDs from product search results
- spec_indexes BigGo-MCP-Server — Lists available Elasticsearch indexes for product specifications
- price_history_with_url BigGo-MCP-Server — Tracks price history using product URLs
- spec_mapping BigGo-MCP-Server — Shows Elasticsearch index mapping with example documents
- spec_search BigGo-MCP-Server — Query product specifications from Elasticsearch
- get_current_region BigGo-MCP-Server — Get the current region
- list_topics vkolotov/mcp-agent-collaboration — List topics with member and pending-message counts.
- create_topic vkolotov/mcp-agent-collaboration — Create a topic by string name.
- join_topic vkolotov/mcp-agent-collaboration — Join a topic with a friendly agent name. Returns a join_token required for message operations.
- send_message vkolotov/mcp-agent-collaboration — Send a direct message to one agent or a broadcast to all agents currently joined.
- read_messages vkolotov/mcp-agent-collaboration — Read and consume pending messages for the joined agent.
- leave_topic vkolotov/mcp-agent-collaboration — Leave a topic and stop receiving future messages.
- check_in vkolotov/mcp-agent-collaboration — Optionally send a message and read pending messages in one call.
- list_topic_members vkolotov/mcp-agent-collaboration — List members in a topic.
- get_contact bitrix24-mcp — Получение информации о контакте по ID.
- search_contacts bitrix24-mcp — Поиск контактов по имени, телефону или email.
- list_contacts bitrix24-mcp — Получение списка контактов с возможностью фильтрации.
- get_deal bitrix24-mcp — Получение информации о сделке по ID.
- list_deals bitrix24-mcp — Получение списка сделок с возможностью фильтрации.
- update_deal_stage bitrix24-mcp — Обновление стадии сделки.
- server_info blc-ssh-mcp — Get detailed information about a specific server.
- list_servers blc-ssh-mcp — List all configured servers and groups.
- run_command blc-ssh-mcp — Run a shell command on one or more servers, optionally in parallel across a group.
- upload_file blc-ssh-mcp — Upload a local file to a remote server via SFTP.
- download_file blc-ssh-mcp — Download a remote file from a server via SFTP.
- delete_object blender-mcp-MB — Delete an object from the scene
- apply_material blender-mcp-MB — Apply a material to an object
- modify_object blender-mcp-MB — Modify an existing object's properties
- create_material blender-mcp-MB — Create a new material
- execute_blender_code blender-mcp-MB — Execute arbitrary Python code in Blender
- get_poly_haven_assets blender-mcp-MB — Search and download assets from Poly Haven
- generate_3d_model blender-mcp-MB — Generate a 3D model using Hyper3D Rodin
- get_scene_info blender-mcp-MB — Get detailed information about the current Blender scene
- create_object blender-mcp-MB — Create a new 3D object in Blender
- scene.get_info blender-mcp-ultra — Get information about the current Blender scene
- scene.create blender-mcp-ultra — Create a new Blender scene
- scene.render_settings blender-mcp-ultra — Configure render settings for the scene
- scene.query blender-mcp-ultra — Query scene data
- object.create blender-mcp-ultra — Create a new object in the scene
- object.transform blender-mcp-ultra — Transform an object (move, rotate, scale)
- object.join blender-mcp-ultra — Join multiple objects into one
- mesh.get_topology blender-mcp-ultra — Get mesh topology data
- mesh.bevel_edges blender-mcp-ultra — Bevel edges of a mesh
- mesh.extrude_faces blender-mcp-ultra — Extrude faces of a mesh
- material_create blender-mcp-ultra — Create a new material
- material_pbr blender-mcp-ultra — Create a PBR material (wood, metal, fabric, etc.)
- material_assign blender-mcp-ultra — Assign a material to an object
- geonodes.scatter blender-mcp-ultra — Scatter objects using geometry nodes
more →