AI agent tool reliability // full index

Tools

migrate FlorianBruniaux/dep-scope — Generates migration prompts for all candidates or a specific package.
scan FlorianBruniaux/dep-scope — Scans the project for dependency analysis, identifying unused, recode-native, and peer dependencies.
tv.launch_app fizzious1/TVWizard — Opens an Android Intent — YouTube deep links, Netflix titles, any HTTPS URL.
tv.list_devices fizzious1/TVWizard — Lists TVs paired to your account.
tv.list_apps fizzious1/TVWizard — Enumerates installed apps so your AI knows what's available.
tv.play_title fizzious1/TVWizard — Resolves 'Scrubs S2E5' to a country-specific provider deep link (Netflix, Disney+, Max, Apple TV+, and more) via TMDB + JustWatch.
tv.observe fizzious1/TVWizard — Reads back the TV screen state: foreground app, focused element, visible clickable nodes.
tv.send_key fizzious1/TVWizard — Sends a key: POWER, HOME, UP/DOWN/LEFT/RIGHT, OK, BACK, VOL_UP/DOWN.
get_trace_decisions io.github.bmdhodl/agentguard47 — Extract normalized decision.* events from a specific trace ID
get_usage io.github.bmdhodl/agentguard47 — Check event quota usage and plan limits
query_traces io.github.bmdhodl/agentguard47 — Search recent traces, filter by service/time range
get_trace io.github.bmdhodl/agentguard47 — Get the full event tree for a specific trace ID
get_alerts io.github.bmdhodl/agentguard47 — Get guard alerts such as loops, budget exceeded, and errors
check_budget io.github.bmdhodl/agentguard47 — Quick pass/fail budget health check
get_costs io.github.bmdhodl/agentguard47 — Get cost breakdown by model for the current month
detect_unmanaged io.github.bmoldo/terraback — Detects resources not yet managed by Terraform in the scanned infrastructure.
codify_batch io.github.bmoldo/terraback — Generates Terraform HCL code for multiple resources in batch.
verify_plan io.github.bmoldo/terraback — Runs terraform plan and returns a parsed drift summary.
list_supported_resources io.github.bmoldo/terraback — Lists all resource types supported by Terraback for a given provider.
scan_infrastructure io.github.bmoldo/terraback — Scans cloud infrastructure and returns a structured inventory of discovered resources.
codify_resource io.github.bmoldo/terraback — Generates Terraform HCL code for a specific resource.
crypto_trending io.github.bnmbnmai/apollo-proxy — Trending cryptocurrencies with price changes and market cap
producthunt io.github.bnmbnmai/apollo-proxy — Daily Product Hunt launches with AI categorization
crypto_prices io.github.bnmbnmai/apollo-proxy — Live cryptocurrency prices from CoinGecko — any token
web3_hackathons io.github.bnmbnmai/apollo-proxy — Live hackathon tracker — ETHGlobal, DoraHacks, Devpost, Devfolio
agent_intel io.github.bnmbnmai/apollo-proxy — Agent economy opportunities — grants, bounties, hackathons, market gaps
web_search io.github.bnmbnmai/apollo-proxy — Web search with site filters (Reddit, HN, GitHub, Twitter)
web_scrape io.github.bnmbnmai/apollo-proxy — Scrape any URL — proxy rotation, content extraction, markdown output
keyword_opportunities io.github.bnmbnmai/apollo-proxy — Keyword flywheel — seed → variants → opportunity mapping
sentiment io.github.bnmbnmai/apollo-proxy — Real-time social sentiment (crypto, DeFi, AI, tech) via Grok
micro_saas io.github.bnmbnmai/apollo-proxy — Validated micro-SaaS ideas with market sizing and competition analysis
agentic_trends io.github.bnmbnmai/apollo-proxy — Agentic economy signals — funding, adoption, multi-agent trends
domain_intel io.github.bnmbnmai/apollo-proxy — Domain intelligence — DNS, SSL certs, geo, threat analysis
fx_rates io.github.bnmbnmai/apollo-proxy — Live FX rates for 30+ currencies from ECB data
agentic_insights_bundle io.github.bnmbnmai/apollo-proxy — Trends + pain points + agent intel
ml_analyze io.github.bnmbnmai/apollo-proxy — Text sentiment, entity extraction, or summarization via HuggingFace
proxy_fetch io.github.bnmbnmai/apollo-proxy — Raw residential proxy relay — 190+ countries, rotating or sticky
geocode io.github.bnmbnmai/apollo-proxy — Forward + reverse geocoding via OpenStreetMap/Nominatim
opportunity_bundle io.github.bnmbnmai/apollo-proxy — Keywords + pain points + micro-SaaS ideas
ip_geo io.github.bnmbnmai/apollo-proxy — IP geolocation + ASN — country, city, coordinates, organization
x_search io.github.bnmbnmai/apollo-proxy — Real-time X/Twitter search — posts, engagement, AI analysis (via Grok)
economic_indicators io.github.bnmbnmai/apollo-proxy — Federal Reserve (FRED) data — GDP, CPI, unemployment, rates, 800K+ series
ip_intel io.github.bnmbnmai/apollo-proxy — Multi-source IP intelligence — geo, ports, vulns, threats (4 sources)
malware_url_check io.github.bnmbnmai/apollo-proxy — VirusTotal URL scanning — malware detection across 70+ engines
pain_points io.github.bnmbnmai/apollo-proxy — NLP-clustered pain points from Quora, G2, Reddit, Upwork → SaaS ideas
weekly_digest io.github.bnmbnmai/apollo-proxy — Consolidated weekly intelligence report with cross-feed synthesis
github_trending io.github.bnmbnmai/apollo-proxy — GitHub repos ranked by star velocity, AI-categorized
ip_reputation io.github.bnmbnmai/apollo-proxy — IP abuse scoring via AbuseIPDB — confidence score, reports, categories
builder_intel_bundle io.github.bnmbnmai/apollo-proxy — GitHub trending + Product Hunt + agent intel
defi_yields io.github.bnmbnmai/apollo-proxy — Top DeFi yields across 18K+ pools — filter by chain, TVL, stablecoin
proxy_status io.github.bnmbnmai/apollo-proxy — Check service availability and pricing
stackexchange io.github.bnmbnmai/apollo-proxy — StackOverflow Q&A search — answers, scores, tags
country_metrics io.github.bnmbnmai/apollo-proxy — World Bank development indicators — 260+ countries, GDP, population, literacy
defi_protocols io.github.bnmbnmai/apollo-proxy — DeFi protocol TVL rankings — 7000+ protocols, category filtering
list_countries io.github.bnmbnmai/apollo-proxy — List 190+ available proxy exit countries
malware_feed io.github.bnmbnmai/apollo-proxy — URLhaus threat feed — 20K+ active malware URLs from abuse.ch
weather io.github.bnmbnmai/apollo-proxy — Current weather + 7-day forecast from Open-Meteo
readiness_check io.github.bolidee/crazyseo — 11-point AI-readiness audit
audit_visibility io.github.bolidee/crazyseo — blind multi-engine visibility + verbatim answers
citation_gap io.github.bolidee/crazyseo — sources cited on the questions you lose
engine_status io.github.bolidee/crazyseo — which engines this install can query
autenticar @expertintegrado/outlook-mcp — Inicia o fluxo de autenticação Device Code Flow com o Microsoft 365 e retorna uma URL e código para login.
ler_emails @expertintegrado/outlook-mcp — Lê e-mails da caixa de entrada do usuário autenticado.
listar_compromissos @expertintegrado/outlook-mcp — Lista compromissos do calendário do usuário autenticado.
browser_screenshot zhiqi-li/browser-mcp-cdp — PNG of current page
browser_click zhiqi-li/browser-mcp-cdp — Click via CSS selector
browser_click_at zhiqi-li/browser-mcp-cdp — Click at pixel coordinates (pierces iframes / overlays)
browser_fill zhiqi-li/browser-mcp-cdp — Set value on input/textarea/select
browser_wait_for zhiqi-li/browser-mcp-cdp — Wait for a selector to appear
browser_get_url zhiqi-li/browser-mcp-cdp — Current URL
browser_get_text zhiqi-li/browser-mcp-cdp — Visible text of page or element
browser_get_html zhiqi-li/browser-mcp-cdp — outerHTML of page or element
browser_scroll zhiqi-li/browser-mcp-cdp — Scroll by (x, y) pixels
browser_new_tab zhiqi-li/browser-mcp-cdp — Open a new tab
browser_navigate zhiqi-li/browser-mcp-cdp — Load a URL, return final URL + title
browser_evaluate zhiqi-li/browser-mcp-cdp — Run JS in the page, return result
browser_tabs zhiqi-li/browser-mcp-cdp — List open tabs
list_memories memory-manage-mcp — Lists all memory entries for the current project, optionally filtered by type.
clear_project_memory memory-manage-mcp — Clears all memory entries for the current project.
get_project_id memory-manage-mcp — Gets the project ID for a given workspace path.
setup memory-manage-mcp — Registers the MCP server with supported AI clients.
update_memory memory-manage-mcp — Updates an existing memory entry.
get_memory memory-manage-mcp — Retrieves a specific memory entry by ID.
doctor memory-manage-mcp — Runs diagnostics on the memory server setup.
list_projects memory-manage-mcp — Lists all projects that have memory stored.
initialize_project_context memory-manage-mcp — Initializes project context for a given workspace path, registering the project if needed.
save_memory memory-manage-mcp — Saves a memory entry (decision, requirement, architecture, task, problem, solution, progress) for the current project.
search_memory memory-manage-mcp — Searches memory entries for the current project based on a query.
get_project_context memory-manage-mcp — Retrieves the full project context including memory entries and handoff information.
write_handoff memory-manage-mcp — Writes a structured handoff note for the current project.
read_handoff memory-manage-mcp — Reads the latest handoff note for the current project.
delete_memory memory-manage-mcp — Deletes a specific memory entry by ID.
authenticate mailbots-mcp — Authenticate an email account (Gmail OAuth, Gmail app password, IMAP/SMTP, or JMAP) and store encrypted credentials.
checkup io.github.ericm1018/skillfm — Show AI health checkup from the CLI
safe_inject io.github.ericm1018/skillfm — Install local SkillFM guidance into supported local agents after user approval
safe_detect io.github.ericm1018/skillfm — Detect supported local agent harnesses
safe_uninstall io.github.ericm1018/skillfm — Remove injected local guidance
admotion_create @vitra/manas-connect — Creates an AdMotion task by uploading a local image to Manas privately and starting a render.
admotion_status @vitra/manas-connect — Checks the status of an AdMotion task using bounded adaptive waiting.
admotion_download @vitra/manas-connect — Downloads the completed AdMotion MP4 into the current working directory.

AI agent tool reliability // full index

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