AI agent tool reliability // full index

Categories

data 129434 · knowledge 103488 · other 82597 · devops 50475 · search 47977 · finance 46869 · code 38375 · communication 34386 · productivity 33229 · files 31289 · media 31046 · security 29997 · 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

• delete_topic mcp-research-assistant — Delete a research topic and all its associated data.
• get_topic_info mcp-research-assistant — Get detailed information about a specific topic.
• rlm_retention_preview mcp-rlm-server — Preview what would be archived (dry-run)
• rlm_retention_run mcp-rlm-server — Archive old unused chunks, purge ancient ones
• rlm_remember mcp-rlm-server — Save decisions, facts, preferences with categories and importance levels
• rlm_status mcp-rlm-server — System overview (insight count, chunk stats, access metrics)
• rlm_domains mcp-rlm-server — List available domains for categorization
• rlm_recall mcp-rlm-server — Search insights by keyword, category, or importance
• rlm_forget mcp-rlm-server — Remove an insight
• rlm_chunk mcp-rlm-server — Save conversation segments with typed categorization
• rlm_peek mcp-rlm-server — Read a chunk (full or partial by line range)
• rlm_grep mcp-rlm-server — Regex search across all chunks with fuzzy matching
• rlm_search mcp-rlm-server — Hybrid search: BM25 + semantic cosine similarity
• rlm_list_chunks mcp-rlm-server — List all chunks with metadata
• rlm_sessions mcp-rlm-server — Browse sessions by project or domain
• rlm_restore mcp-rlm-server — Bring back archived chunks
• roblox_get_luau_globals mcp-roblox-docs — List all Luau global functions and types
• roblox_get_luau_global mcp-roblox-docs — Get specific global details (print, typeof, etc.)
• roblox_search_cloud_api mcp-roblox-docs — Search 865 REST API endpoints
• roblox_get_cloud_endpoint mcp-roblox-docs — Get endpoint details (auth, params, responses)
• roblox_list_cloud_apis mcp-roblox-docs — List all Open Cloud API categories
• roblox_get_luau_topic mcp-roblox-docs — Get Luau language documentation
• roblox_list_luau_topics mcp-roblox-docs — List available Luau doc topics
• roblox_sync mcp-roblox-docs — Force sync data or change language
• roblox_search_devforum mcp-roblox-docs — Search DevForum threads (cached)
• roblox_search_fflags mcp-roblox-docs — Search 14,000+ FastFlags by name
• roblox_get_fflag mcp-roblox-docs — Get specific FastFlag details and type
• roblox_list_libraries mcp-roblox-docs — List all 11 Luau standard libraries
• roblox_health mcp-roblox-docs — Get server status, stats, and diagnostics
• roblox_get_class mcp-roblox-docs — Get complete class info with members, metadata, category
• roblox_get_member mcp-roblox-docs — Get detailed member info (property/method/event)
• roblox_get_enum mcp-roblox-docs — Get enum with all values
• roblox_check_deprecated mcp-roblox-docs — Check deprecation status + get alternatives
• roblox_recent_changes mcp-roblox-docs — Get API version info
• roblox_list_services mcp-roblox-docs — List all 290+ Roblox services
• roblox_get_inheritance mcp-roblox-docs — Get class hierarchy and subclasses
• roblox_search mcp-roblox-docs — Full-text search across all Roblox API
• roblox_list_fflag_prefixes mcp-roblox-docs — Explain FastFlag prefix types (FFlag, FInt, DFFlag, etc.)
• roblox_get_datatype mcp-roblox-docs — Get datatype documentation (Vector3, CFrame, Color3, UDim2, etc.)
• roblox_list_datatypes mcp-roblox-docs — List all 44 available Roblox datatypes
• roblox_get_library mcp-roblox-docs — Get Luau library documentation (math, string, table, etc.)
• roblox_get_library_function mcp-roblox-docs — Get specific function details (math.clamp, string.split, etc.)
• roblox_list_enums mcp-roblox-docs — List all 500+ available enums
• gov_contracts_jurisdictions pipeworx-io/mcp-us-gov-contracts — List the US state & local jurisdictions covered by this pack, split into contract-award jurisdictions (gov_contracts_search) and spending/ch
• search_contracts pipeworx-io/mcp-us-gov-contracts — Search awarded government contracts across jurisdictions by keyword, vendor, or agency.
• list_jurisdictions pipeworx-io/mcp-us-gov-contracts — List all supported jurisdictions with their metadata.
• get_contract pipeworx-io/mcp-us-gov-contracts — Get details of a specific contract by its ID and jurisdiction.
• gov_contracts_search pipeworx-io/mcp-us-gov-contracts — Search AWARDED US state & local government contracts, normalized across jurisdictions (keyless open data). Filter by vendor (winning supplie
• gov_spending_search pipeworx-io/mcp-us-gov-contracts — Search US STATE government spending / vendor payments — the 'checkbook' data of what an agency actually PAID a vendor (distinct from an awar
• press_key mcp-roku-control — Simulates a button press on the TV remote.
• list_apps mcp-roku-control — Lists all available apps with their names and Roku channel IDs.
• discover_tv mcp-roku-control — Scans the local network for Roku TVs via SSDP and updates the active TV to the first device found.
• launch_app mcp-roku-control — Launches an app by name (case-insensitive).
• get_device_info mcp-roku-control — Retrieves device information as XML.
• power_on mcp-roku-control — Powers on the TV.
• ecw_create_ecard io.github.eCardWidget/ecardwidget-mcp — Create an eCard (image via URL or base64).
• ecw_send_ecard io.github.eCardWidget/ecardwidget-mcp — Send an eCard.
• ecw_delete_ecard io.github.eCardWidget/ecardwidget-mcp — Delete an eCard.
• ecw_list_team_members io.github.eCardWidget/ecardwidget-mcp — List team members in the directory.
• ecw_find_team_member io.github.eCardWidget/ecardwidget-mcp — Find a team member in the directory.
• ecw_upsert_team_member io.github.eCardWidget/ecardwidget-mcp — Create or update a team member in the directory.
• ecw_import_team_members io.github.eCardWidget/ecardwidget-mcp — Import multiple team members into the directory.
• ecw_delete_team_member io.github.eCardWidget/ecardwidget-mcp — Delete a team member from the directory.
• ecw_list_widgets io.github.eCardWidget/ecardwidget-mcp — List widgets.
• ecw_create_widget io.github.eCardWidget/ecardwidget-mcp — Create a widget.
• ecw_whoami io.github.eCardWidget/ecardwidget-mcp — Introspection: returns information about the authenticated API key.
• ecw_describe_fields io.github.eCardWidget/ecardwidget-mcp — Returns the fields you can set on a widget, eCard, campaign, or automation.
• ecw_search_ecards io.github.eCardWidget/ecardwidget-mcp — Search for eCards.
• ecw_get_widget_ecards io.github.eCardWidget/ecardwidget-mcp — Get eCards for a specific widget.
• ecw_deactivate_team_member io.github.eCardWidget/ecardwidget-mcp — Deactivate a team member in the directory.
• ecw_duplicate_widget io.github.eCardWidget/ecardwidget-mcp — Duplicate a widget.
• ecw_delete_widget io.github.eCardWidget/ecardwidget-mcp — Delete a widget.
• ecw_list_automations io.github.eCardWidget/ecardwidget-mcp — List automations.
• ecw_create_automation io.github.eCardWidget/ecardwidget-mcp — Create an automation (birthday, anniversary, or onboarding).
• ecw_list_campaigns io.github.eCardWidget/ecardwidget-mcp — List campaigns.
• ecw_create_campaign io.github.eCardWidget/ecardwidget-mcp — Create a campaign (draft).
• ecw_send_campaign io.github.eCardWidget/ecardwidget-mcp — Send a campaign.
• get_home tn819/homeexchange-mcp — Full details for a listing.
• list_saved_searches tn819/homeexchange-mcp — Your saved search filters.
• start_conversation tn819/homeexchange-mcp — Start a new conversation.
• search_homes tn819/homeexchange-mcp — Search listings by location, dates, guests, and exchange type.
• get_home_calendar tn819/homeexchange-mcp — Availability calendar — blocked and open dates for a home.
• get_recommendations tn819/homeexchange-mcp — Personalised picks based on your profile and history.
• list_my_homes tn819/homeexchange-mcp — Your own listings.
• list_favorites tn819/homeexchange-mcp — Your saved homes.
• add_favorite tn819/homeexchange-mcp — Save a home to your favourites.
• remove_favorite tn819/homeexchange-mcp — Remove a home from your favourites.
• list_conversations tn819/homeexchange-mcp — Your conversation inbox.
• get_conversation tn819/homeexchange-mcp — Get a conversation.
• send_message tn819/homeexchange-mcp — Send a message in a conversation.
• get_user_profile tn819/homeexchange-mcp — Get a user's profile.
• get_user_achievements tn819/homeexchange-mcp — Get a user's achievements.
• get_user_ratings tn819/homeexchange-mcp — Get a user's ratings.
• get_exchange_request tn819/homeexchange-mcp — Get an exchange request.
• pre_approve_exchange tn819/homeexchange-mcp — Pre-approve an exchange request.
• get_messages tn819/homeexchange-mcp — Get messages in a conversation.
• archive_conversation tn819/homeexchange-mcp — Archive a conversation.
• get_me iflow-mcp_mcp-telegram — Get information about the authenticated user
• send_message iflow-mcp_mcp-telegram — Send a message to a Telegram chat
• get_chat_history iflow-mcp_mcp-telegram — Get the message history of a Telegram chat

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