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AI agent tool reliability // full index
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Tools space_briefing andresapitt/Who's in Space — A composed summary (people + ISS position) from both sources
whos_in_space andresapitt/Who's in Space — People currently in orbit, grouped by spacecraft
misp_version ppcvote/misp-mcp-server — Health check + server version
misp_list_tags ppcvote/misp-mcp-server — All configured tags (TLP, taxonomy, etc.)
misp_list_events ppcvote/misp-mcp-server — Paginated event headers
misp_search_events ppcvote/misp-mcp-server — Search by tag / type / value / date range
misp_search_attributes ppcvote/misp-mcp-server — Direct IOC lookup
misp_list_galaxies ppcvote/misp-mcp-server — Threat actor / campaign clusters
misp_get_event ppcvote/misp-mcp-server — Full event with attributes (scanned for injection)
misp_list_feeds ppcvote/misp-mcp-server — Configured threat-intel feeds
find_similar framethrower-ai/framethrower-mcp — Find frames similar to one already returned. The refinement loop.
search_frames framethrower-ai/framethrower-mcp — Search by concept, mood, colour, composition or scene, in natural language.
find_by_craft framethrower-ai/framethrower-mcp — Find frames by cinematography attribute — lens, shot size, visual style, setting, time of day, director, year range.
get_frame_details framethrower-ai/framethrower-mcp — Full metadata, thumbnail and link for a single frame.
reddit_ads_get_client_context mharnett/mcp-reddit-ads — Get account info and verify API connectivity
reddit_ads_search_subreddits mharnett/mcp-reddit-ads — Search for subreddits by keyword for targeting
reddit_ads_create_campaign mharnett/mcp-reddit-ads — Create a new campaign (PAUSED by default)
reddit_ads_get_accounts mharnett/mcp-reddit-ads — List all ad accounts accessible to the authenticated user
reddit_ads_get_campaigns mharnett/mcp-reddit-ads — List campaigns with optional status filter
reddit_ads_get_ad_groups mharnett/mcp-reddit-ads — List ad groups for a campaign
reddit_ads_get_ads mharnett/mcp-reddit-ads — List ads for an ad group
reddit_ads_get_performance_report mharnett/mcp-reddit-ads — Aggregated performance metrics for campaigns/ad groups/ads
reddit_ads_get_daily_performance mharnett/mcp-reddit-ads — Day-by-day performance breakdown
reddit_ads_update_campaign mharnett/mcp-reddit-ads — Update campaign name, budget, objective, or status
reddit_ads_create_ad_group mharnett/mcp-reddit-ads — Create a new ad group with targeting (PAUSED by default)
reddit_ads_update_ad_group mharnett/mcp-reddit-ads — Update ad group bid, targeting, or status
reddit_ads_create_ad mharnett/mcp-reddit-ads — Create a new ad with headline, body, URL, and media (PAUSED by default)
reddit_ads_update_ad mharnett/mcp-reddit-ads — Update ad creative or status
reddit_ads_pause_items mharnett/mcp-reddit-ads — Pause multiple campaigns, ad groups, or ads at once
reddit_ads_enable_items mharnett/mcp-reddit-ads — Enable multiple campaigns, ad groups, or ads at once
reddit_ads_get_interest_categories mharnett/mcp-reddit-ads — List available interest categories for targeting
reddit_ads_search_geo_targets mharnett/mcp-reddit-ads — Search for geographic targeting options (countries, regions, metros)
write_file_iso lmendezz/mcp-iso8859-writer — Creates a new file in ISO-8859-1 encoding. Converts UTF-8 input to ISO-8859-1.
edit_file_iso lmendezz/mcp-iso8859-writer — Edits an existing ISO-8859-1 file by replacing specific lines. Automatically creates a backup before editing.
read_file_iso lmendezz/mcp-iso8859-writer — Reads an ISO-8859-1 file and returns content as UTF-8.
jenkins_list_nodes mdtahmidhossain/jenkins-http-mcp-server — List Jenkins nodes
jenkins_whoami mdtahmidhossain/jenkins-http-mcp-server — Get current Jenkins user information
jenkins_version mdtahmidhossain/jenkins-http-mcp-server — Get Jenkins version
jenkins_health mdtahmidhossain/jenkins-http-mcp-server — Get Jenkins health status
jenkins_get_json mdtahmidhossain/jenkins-http-mcp-server — Get JSON from a Jenkins API endpoint
jenkins_get_job mdtahmidhossain/jenkins-http-mcp-server — Get job details
jenkins_list_jobs mdtahmidhossain/jenkins-http-mcp-server — List Jenkins jobs
jenkins_get_build mdtahmidhossain/jenkins-http-mcp-server — Get build details
jenkins_get_test_report mdtahmidhossain/jenkins-http-mcp-server — Get test report for a build
jenkins_list_queue mdtahmidhossain/jenkins-http-mcp-server — List Jenkins queue
jenkins_get_job_config mdtahmidhossain/jenkins-http-mcp-server — Get job config XML
jenkins_list_builds mdtahmidhossain/jenkins-http-mcp-server — List builds for a job
jenkins_get_build_artifacts mdtahmidhossain/jenkins-http-mcp-server — Get build artifacts
jenkins_get_build_log mdtahmidhossain/jenkins-http-mcp-server — Get build console log
jenkins_get_queue_item mdtahmidhossain/jenkins-http-mcp-server — Get queue item details
jenkins_list_views mdtahmidhossain/jenkins-http-mcp-server — List Jenkins views
jenkins_get_view mdtahmidhossain/jenkins-http-mcp-server — Get view details
jenkins_get_node mdtahmidhossain/jenkins-http-mcp-server — Get node details
jenkins_list_plugins mdtahmidhossain/jenkins-http-mcp-server — List installed plugins
jenkins_start_workspace_bundle_download mdtahmidhossain/jenkins-http-mcp-server — Start workspace bundle download
jenkins_start_workspace_path_download mdtahmidhossain/jenkins-http-mcp-server — Start workspace path download
jenkins_get_workspace_bundle_status mdtahmidhossain/jenkins-http-mcp-server — Get workspace bundle download status
jenkins_cancel_workspace_bundle_download mdtahmidhossain/jenkins-http-mcp-server — Cancel workspace bundle download
jenkins_trigger_build mdtahmidhossain/jenkins-http-mcp-server — Trigger a build
jenkins_trigger_build_with_parameters mdtahmidhossain/jenkins-http-mcp-server — Trigger a build with parameters
jenkins_stop_build mdtahmidhossain/jenkins-http-mcp-server — Stop a build
jenkins_cancel_queue_item mdtahmidhossain/jenkins-http-mcp-server — Cancel a queue item
jenkins_enable_job mdtahmidhossain/jenkins-http-mcp-server — Enable a job
jenkins_disable_job mdtahmidhossain/jenkins-http-mcp-server — Disable a job
jenkins_create_job mdtahmidhossain/jenkins-http-mcp-server — Create a job
jenkins_copy_job mdtahmidhossain/jenkins-http-mcp-server — Copy a job
jenkins_update_job_config mdtahmidhossain/jenkins-http-mcp-server — Update job config
jenkins_delete_job mdtahmidhossain/jenkins-http-mcp-server — Delete a job
register_shipper Noewell/Alvargo MCP Server — Create a new Alvargo shipper account
upload_document Noewell/Alvargo MCP Server — Upload BOL, POD, or compliance docs
analyze_freight_image Noewell/Alvargo MCP Server — AI photo-to-quote from cargo image
create_shipment Noewell/Alvargo MCP Server — Book a live shipment
get_shipment Noewell/Alvargo MCP Server — Track a shipment by ID
update_status Noewell/Alvargo MCP Server — Update shipment status
find_drivers Noewell/Alvargo MCP Server — Find available drivers near a location
assign_driver Noewell/Alvargo MCP Server — Assign a driver to a shipment
quote_freight Noewell/Alvargo MCP Server — Instant freight quote for any lane
get_market_rates Noewell/Alvargo MCP Server — Live market rate benchmarks
recall io.github.IgorGanapolsky/mcp-memory-gateway — Inject the right context at session start.
search_lessons io.github.IgorGanapolsky/mcp-memory-gateway — Search promoted lessons with corrective action, lifecycle state, linked rules, linked gates, and next harness fix.
retrieve_lessons io.github.IgorGanapolsky/mcp-memory-gateway — Surface per-action lessons for the tool or workflow about to run.
search_rlhf io.github.IgorGanapolsky/mcp-memory-gateway — Search feedback state across feedback logs, ContextFS memory, and prevention rules.
list_connectors cli-to-mcp — List registered connectors
refresh_tools cli-to-mcp — Re-discover tools after config change
get_skills cli-to-mcp — Read local skill descriptions
get_tool_source cli-to-mcp — View tool source (yaml/template/help)
list_tools_by_category cli-to-mcp — List tool summaries under a category (requires get_tool_schema)
search_tools cli-to-mcp — Search tools by name, description, or command path
get_tool_schema cli-to-mcp — Get full inputSchema for a single tool
doctor cli-to-mcp — Check binary, parser, cache
list_tool_categories cli-to-mcp — List tool categories by connector/command prefix (progressive discovery)
list_accounts schmikolai/imap-mcp — Lists the tenant's linked IMAP accounts.
search_emails schmikolai/imap-mcp — Searches emails in a specified IMAP account.
read_email schmikolai/imap-mcp — Reads a specific email from a specified IMAP account.
move_email schmikolai/imap-mcp — Moves an email to a different folder in a specified IMAP account.
mark_read schmikolai/imap-mcp — Marks an email as read in a specified IMAP account.
mark_unread schmikolai/imap-mcp — Marks an email as unread in a specified IMAP account.
delete_email schmikolai/imap-mcp — Deletes an email from a specified IMAP account.
search_messages schmikolai/imap-mcp — Search a mailbox by subject, sender, unread status, and/or date
list_mailboxes schmikolai/imap-mcp — List all mailboxes/folders in the connected account
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