AI agent tool reliability // full index

Tools

cancel_mission EvexU2/evex-agent-messaging — stop the exact Child task
resume_mission EvexU2/evex-agent-messaging — resume the exact Child task
publish_navigation_links EvexU2/evex-agent-messaging — publish informational Issue/Main/Child/PR links to the owning Main
instagram_analyze_leads abdulsammad-lgtm/Instagram MCP Server — Score and analyze leads
instagram_get_publish_status abdulsammad-lgtm/Instagram MCP Server — Check publish status
instagram_get_story_insights abdulsammad-lgtm/Instagram MCP Server — Story performance metrics
instagram_get_top_content abdulsammad-lgtm/Instagram MCP Server — Top-performing content
instagram_compare_content abdulsammad-lgtm/Instagram MCP Server — Period-over-period comparison
instagram_analyze_content abdulsammad-lgtm/Instagram MCP Server — Analyze post structure
instagram_generate_reel_ideas abdulsammad-lgtm/Instagram MCP Server — Generate Reel concepts
instagram_generate_caption abdulsammad-lgtm/Instagram MCP Server — Generate captions with hashtags
instagram_generate_hashtags abdulsammad-lgtm/Instagram MCP Server — Generate relevant hashtags
instagram_get_media_details abdulsammad-lgtm/Instagram MCP Server — Get detailed post info
instagram_get_post_insights abdulsammad-lgtm/Instagram MCP Server — Post performance metrics
instagram_get_reel_insights abdulsammad-lgtm/Instagram MCP Server — Reel performance metrics
instagram_generate_content_calendar abdulsammad-lgtm/Instagram MCP Server — Create multi-day calendars
instagram_find_content_patterns abdulsammad-lgtm/Instagram MCP Server — Identify content patterns
instagram_analyze_competitor abdulsammad-lgtm/Instagram MCP Server — Analyze competitor profile
instagram_compare_accounts abdulsammad-lgtm/Instagram MCP Server — Compare multiple accounts
instagram_find_competitor_content abdulsammad-lgtm/Instagram MCP Server — Find top competitor content
instagram_competitor_report abdulsammad-lgtm/Instagram MCP Server — Full competitor report
instagram_get_comments abdulsammad-lgtm/Instagram MCP Server — Get and classify comments
instagram_reply_comment abdulsammad-lgtm/Instagram MCP Server — Reply to a comment
instagram_moderate_comments abdulsammad-lgtm/Instagram MCP Server — Moderate with classification
instagram_create_media_container abdulsammad-lgtm/Instagram MCP Server — Create publish container
instagram_publish_media abdulsammad-lgtm/Instagram MCP Server — Publish to Instagram
instagram_get_profile abdulsammad-lgtm/Instagram MCP Server — Get profile information
instagram_get_account_insights abdulsammad-lgtm/Instagram MCP Server — Get account-level analytics
instagram_get_media abdulsammad-lgtm/Instagram MCP Server — List media posts
get_weather leahlevovitz/Weather-MCP-with-Playwright — Retrieves current weather information for a city in Israel using Playwright to scrape a weather website.
estimate_from_usage Unchained-Labs/soif-mcp — The accurate path: feed a real OpenAI/Anthropic usage object
compare_models Unchained-Labs/soif-mcp — Rank candidate models least- to most-thirsty for a workload
list_known_models Unchained-Labs/soif-mcp — Registry of recognised models with tier/provider defaults
estimate_water Unchained-Labs/soif-mcp — Water for one call from model + tokens (or prompt text), incl. reasoning effort, provider/region overrides
pick_low_water_model Unchained-Labs/soif-mcp — Route a step: least-thirsty model above a capability floor (min_tier)
fetch_page Komplex23/mcp-web-search — Fetch and extract text content from any URL.
web_search Komplex23/mcp-web-search — Search the web and return relevant results with titles, URLs, and descriptions.
check_config River831/glm-vision-mcp — Check the configuration (API key, model, endpoint) without leaking the key.
analyze_image River831/glm-vision-mcp — Analyze one or more images (local path, http(s) URL, or base64 data URI) with GLM-4.6V-Flash, supporting OCR and multi-image comparison.
get_required_tests PureBlueFrank/biz-guard — Get tests that should run based on policies.
prepare_change PureBlueFrank/biz-guard — Compile a read-only Context Pack for a change task.
search_team_knowledge PureBlueFrank/biz-guard — Search governed team knowledge with optional filters.
validate_patch PureBlueFrank/biz-guard — Deterministically validate a unified diff against policies.
request_approval PureBlueFrank/biz-guard — Provide approval schema (does not create approval records).
get_change_decision PureBlueFrank/biz-guard — Return four-state aggregated decision with evidence, tests, and approvers.
explain_symbol PureBlueFrank/biz-guard — Explain an indexed symbol with graph evidence.
analyze_impact PureBlueFrank/biz-guard — Analyze impact paths, unknown boundaries, and required tests.
senatran_exame_toxicologico_consultar mcp-dir/SENATRAN: Consultar Exame Toxicológico — SENATRAN: Consultar Exame Toxicológico, consulta em fonte oficial.
kitesurf_html TrueNix/kitesurf-bridge — Get full serialized DOM after JS runs
kitesurf_links TrueNix/kitesurf-bridge — Get every anchor as JSON
kitesurf_evaluate TrueNix/kitesurf-bridge — Evaluate JavaScript in the page
kitesurf_screenshot TrueNix/kitesurf-bridge — Take a screenshot as PNG/JPEG
kitesurf_probe TrueNix/kitesurf-bridge — Endpoint and engine capability report
kitesurf_text TrueNix/kitesurf-bridge — Extract visible text only
kitesurf_markdown TrueNix/kitesurf-bridge — Extract the page as Markdown (main content by default)
kitesurf_accessibility_tree TrueNix/kitesurf-bridge — Get filtered accessibility tree
greet_user FardeenSK004/LiveKit MCP Server — Initial verification tool that greets the user by name
nt_connect Mzzj114/nt-mcp-server — Start the NT4 client and wait for a live connection.
nt_get_multiple Mzzj114/nt-mcp-server — Return every requested topic.
nt_get_info Mzzj114/nt-mcp-server — Return topic metadata.
nt_set Mzzj114/nt-mcp-server — Publish a value.
nt_set_multiple Mzzj114/nt-mcp-server — Write every {topic: value} pair.
nt_list_topics Mzzj114/nt-mcp-server — List topic names, filtered by prefix, regex, and/or wildcard.
nt_disconnect Mzzj114/nt-mcp-server — Stop the NT4 client and tear down persistent subscriptions.
nt_connection_info Mzzj114/nt-mcp-server — Return connection state.
nt_poll_subscription Mzzj114/nt-mcp-server — Read buffered samples from a persistent subscription.
nt_stop_subscription Mzzj114/nt-mcp-server — Stop a persistent subscription.
nt_list_recordings Mzzj114/nt-mcp-server — List recordings.
nt_get_recording_info Mzzj114/nt-mcp-server — Return duration, total sample count, topic count, and file metadata for a recording.
nt_list_topics_offline Mzzj114/nt-mcp-server — List unique topic names in a recording, filtered by prefix, regex, and/or wildcard.
nt_subscribe_offline Mzzj114/nt-mcp-server — Return events for every topic under prefixes.
nt_get Mzzj114/nt-mcp-server — Return the JSON-normalized value of one topic.
nt_start_subscription Mzzj114/nt-mcp-server — Open a persistent subscription.
nt_subscribe Mzzj114/nt-mcp-server — Sample updates under prefixes for duration seconds.
nt_get_history Mzzj114/nt-mcp-server — Return event history for one topic.
in_datasets_search Thinaakar/Monstarx India MCP — Search data.gov.in datasets by keyword
in_dataset_metadata Thinaakar/Monstarx India MCP — Get metadata for a data.gov.in resource
in_dataset_query Thinaakar/Monstarx India MCP — Query rows from a tabular data.gov.in resource
in_weather_2h Thinaakar/Monstarx India MCP — Next 2-hour forecast for an Indian city
in_weather_4day Thinaakar/Monstarx India MCP — 4-day forecast
in_air_quality Thinaakar/Monstarx India MCP — PM2.5 / PM10 / AQI, optional CPCB rows
in_bus_arrival Thinaakar/Monstarx India MCP — Live bus arrivals
in_weather_24h Thinaakar/Monstarx India MCP — 24-hour forecast
in_uv_index Thinaakar/Monstarx India MCP — UV index
in_rainfall Thinaakar/Monstarx India MCP — Precipitation / rainfall
in_air_temperature Thinaakar/Monstarx India MCP — Air temperature
in_relative_humidity Thinaakar/Monstarx India MCP — Relative humidity
in_bus_stops Thinaakar/Monstarx India MCP — Bus stop catalogue
in_bus_services Thinaakar/Monstarx India MCP — Bus service catalogue
in_bus_routes Thinaakar/Monstarx India MCP — Bus route-stop rows
in_train_service_alerts Thinaakar/Monstarx India MCP — Train service alerts
in_traffic_incidents Thinaakar/Monstarx India MCP — Traffic incidents
in_address_search Thinaakar/Monstarx India MCP — Search Indian addresses
in_geocode Thinaakar/Monstarx India MCP — Convert address/place to coordinates
in_reverse_geocode Thinaakar/Monstarx India MCP — Find addresses near coordinates
configure_deconz marcinn2/deConz MCP Server — Point the server at a deCONZ gateway at runtime (host, port, API key)
get_gateway_config marcinn2/deConz MCP Server — Read gateway name, firmware, Zigbee channel, IP, WebSocket port
create_group marcinn2/deConz MCP Server — Create a new group (optionally pre-populate with lights)
delete_light marcinn2/deConz MCP Server — Remove a light from the gateway
delete_group marcinn2/deConz MCP Server — Delete a group (lights remain)

AI agent tool reliability // full index

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