AI agent tool reliability // full index

Tools

loan_comparison vdalhambra/axiom-calculator-mcp — Compare two loans by total cost, monthly payment, and true APR (including fees)
true_credit_cost vdalhambra/axiom-calculator-mcp — Find the real APR of any financing offer, BNPL, or credit product
inference-performance-hints cfregly/gpu-perf-tune — Provides rough performance bounds for inference workloads.
inference-model-eval cfregly/gpu-perf-tune — Evaluates model quality gates.
perf-baseline-record cfregly/gpu-perf-tune — Records performance baselines.
perf-baseline-diff cfregly/gpu-perf-tune — Diffs performance baselines to detect regressions.
inference-workload-profile cfregly/gpu-perf-tune — Profiles inference workloads.
inference-kernel-profile cfregly/gpu-perf-tune — Profiles kernels using nsys.
inference-dcgm-correlate cfregly/gpu-perf-tune — Correlates DCGM metrics.
analyze-zymtrace-workload cfregly/gpu-perf-tune — Analyzes zymtrace workloads.
inference-graph-diff cfregly/gpu-perf-tune — Diffs inference graphs.
inference-value-ledger cfregly/gpu-perf-tune — Tracks value ledger.
inference-perf-synthesize cfregly/gpu-perf-tune — Synthesizes performance findings.
inference-capacity-sizing cfregly/gpu-perf-tune — Sizes capacity for inference.
inference-spec-decode-tune cfregly/gpu-perf-tune — Tune speculative decoding parameters.
inference-decode-step-budget cfregly/gpu-perf-tune — Budgets decode steps for speculative decoding.
inference-spec-decode-service cfregly/gpu-perf-tune — Service speculative decoding models.
inference-known-good-config cfregly/gpu-perf-tune — Provides known-good configurations.
inference-perf-tune-report cfregly/gpu-perf-tune — Generates performance tuning reports.
inference-perf-bench cfregly/gpu-perf-tune — Runs load sweeps for inference performance benchmarking.
inference-tune-sweep cfregly/gpu-perf-tune — Sweeps engine knobs for tuning inference performance.
inference-kernel-ncu-profile cfregly/gpu-perf-tune — Profiles per-kernel roofline using ncu.
mirage-graph-coverage cfregly/gpu-perf-tune — Checks mirage graph coverage.
inference-model-optimize cfregly/gpu-perf-tune — Optimizes inference models.
inference-quantize-calibrate cfregly/gpu-perf-tune — Calibrates quantization for inference.
inference-fleet-leaderboard cfregly/gpu-perf-tune — Maintains fleet leaderboard.
evidence-bundle-init cfregly/gpu-perf-tune — Initializes evidence bundles.
inference-spec-decode-train cfregly/gpu-perf-tune — Train speculative decoding models.
prometheus-anchored-query cfregly/gpu-perf-tune — Query Prometheus-anchored observability data.
zymtrace-anchored-query cfregly/gpu-perf-tune — Query zymtrace-anchored observability data.
get_geolocation iflow-mcp_ip2location_ip2locationio — Fetch geolocation for the given IP address. It helps users to retrieve detailed information such as country, region, city, latitude, longitu
update_task Eliya-56/Jira MCP Server — Updates fields on an existing Jira issue.
get_task_details Eliya-56/Jira MCP Server — Returns full context for a single issue: summary, description, status, assignee, comments, attachments, and issue links.
get_my_tasks Eliya-56/Jira MCP Server — Returns active tasks assigned to the current user.
search_tasks Eliya-56/Jira MCP Server — Searches issues by text query or raw JQL.
update_task_status Eliya-56/Jira MCP Server — Transitions an issue to a new status.
create_task Eliya-56/Jira MCP Server — Creates a new Jira issue.
link_issues Eliya-56/Jira MCP Server — Creates a link between two Jira issues.
unlink_issues Eliya-56/Jira MCP Server — Removes a link between two issues by link ID.
add_comment Eliya-56/Jira MCP Server — Adds a comment to an issue.
attach_file Eliya-56/Jira MCP Server — Uploads a file from disk and attaches it to an issue.
search_symbols ahmedraza-96/psx-mcp-server — Search for matching tickers on PSX.
get_quote ahmedraza-96/psx-mcp-server — Get current price, LDCP, OHL, change %, volume, bid/ask, 52-week range, P/E for a symbol.
get_market_snapshot ahmedraza-96/psx-mcp-server — Get top movers (gainers/losers/volume) and market breadth.
get_indices ahmedraza-96/psx-mcp-server — Get all ~18 PSX indices with change %.
get_company_info ahmedraza-96/psx-mcp-server — Get business description, sector, market cap, shares, free float, P/E.
get_ohlc_history ahmedraza-96/psx-mcp-server — Get full daily OHLCV for one month.
get_dividends ahmedraza-96/psx-mcp-server — Get payout history (cash/bonus/rights) with book-closure dates.
get_eod_history ahmedraza-96/psx-mcp-server — Get daily open/close/volume for a symbol (~5 years).
get_announcements ahmedraza-96/psx-mcp-server — Get recent corporate announcements with document links.
get_intraday ahmedraza-96/psx-mcp-server — Get intraday OHLCV bars or raw ticks for the latest session.
gemini_video_analyzer atknony/gemini-cortex-mcp — Uploads a local video file and analyzes it against a specific prompt.
gemini_audio_analyzer atknony/gemini-cortex-mcp — Uploads a local audio file and transcribes, summarizes, or analyzes tone — defaults to transcription + summary if no prompt is given.
gemini_massive_context atknony/gemini-cortex-mcp — Sends large text files, logs, or PDFs to Gemini's large context window and returns a targeted, compressed summary.
gemini_web_search atknony/gemini-cortex-mcp — Answers a query using Gemini's Google Search grounding — a synthesized, up-to-date response with cited source URLs.
gemini_prompt_engineer atknony/gemini-cortex-mcp — Turns a raw task idea into a polished, structured 'Master Prompt' for Claude, applying Anthropic's prompt-engineering techniques via Gemini.
vonpay_checkout_get_session @vonpay/checkout-mcp — Fetch session status by ID
vonpay_checkout_simulate_payment @vonpay/checkout-mcp — Describe what a succeeded/failed/expired outcome looks like (synthetic)
vonpay_checkout_capture_payment_intent @vonpay/checkout-mcp — Capture an authorized intent (full or partial amount)
vonpay_checkout_void_payment_intent @vonpay/checkout-mcp — Release an auth hold before capture
vonpay_checkout_create_refund @vonpay/checkout-mcp — Refund a captured intent (full or partial)
vonpay_checkout_create_token @vonpay/checkout-mcp — Tokenize a payment method
vonpay_checkout_health @vonpay/checkout-mcp — Check API health and latency
vonpay_checkout_diagnose_error @vonpay/checkout-mcp — Take an error code, return structured diagnostic info
vonpay_checkout_create_payment_intent @vonpay/checkout-mcp — Create an intent (auth-only or auth+capture). Pass mit for merchant-initiated
vonpay_checkout_list_test_cards @vonpay/checkout-mcp — List sandbox test card numbers and their outcomes
vonpay_checkout_create_session @vonpay/checkout-mcp — Create a hosted-checkout session; returns id and checkoutUrl
tor_fetch Shreyas-Profile/tor-mcp — HTTP request through Tor; returns status/headers/body
tor_get_exit_ip Shreyas-Profile/tor-mcp — Current exit node IP + country (verified via check.torproject.org)
tor_new_circuit Shreyas-Profile/tor-mcp — Force a fresh Tor circuit (SIGNAL NEWNYM)
tor_check Shreyas-Profile/tor-mcp — HEAD probe — is target reachable through Tor?
post_message jaimenbell/bus-mcp — Append one message to the blackboard (topic, sender, body, action_flag)
read_messages jaimenbell/bus-mcp — Recent messages, newest first, optional topic filter
release_lane jaimenbell/bus-mcp — Free a held lane; 409 if held live by another
heartbeat_lane jaimenbell/bus-mcp — Renew the lease; 409 if you don't hold it live. Response echoes the effective lease_s, same as claim
get_bus_status jaimenbell/bus-mcp — Rollup: active lanes, orphaned claims, recent messages, pending action flags, effective _meta.max_lease_seconds ceiling
claim_lane jaimenbell/bus-mcp — Claim-if-free / steal-if-lease-expired / renew-if-own; 409 if held live by another. Response echoes the effective (post-clamp) lease_s grant
list_regions askads/Yandex Wordstat MCP — Дерево id → name для фильтров и расшифровки регионов.
top_requests askads/Yandex Wordstat MCP — Популярные запросы с фразой + семантически близкие (associations) и общий объём за 30 дней.
get_region_list askads/Yandex Wordstat MCP — Возвращает справочник регионов
get_top_requests askads/Yandex Wordstat MCP — Возвращает топ и похожие запросы для заданной фразы
get_dynamics askads/Yandex Wordstat MCP — Возвращает динамику спроса по дням, неделям или месяцам
get_regions askads/Yandex Wordstat MCP — Возвращает распределение спроса по регионам
make_api_request askads/Yandex Wordstat MCP — Выполняет технический запрос к API Вордстата
dynamics askads/Yandex Wordstat MCP — Ряд {date, count, share} по дням/неделям/месяцам — сезонность и тренд.
regions askads/Yandex Wordstat MCP — Распределение спроса по регионам с affinityIndex; режимы all / cities / regions.
raw_request askads/Yandex Wordstat MCP — Прямой вызов любого пути API.
get_deploys @flusterduck/mcp-server — Deploys with confusion_before / confusion_after
get_site_context @flusterduck/mcp-server — Full MCP snapshot for the configured site
get_scores @flusterduck/mcp-server — Current page confusion scores
get_page @flusterduck/mcp-server — Score history, issues, alerts, and elements for one page
get_elements @flusterduck/mcp-server — Element-level friction summaries
delete_alert_rule @flusterduck/mcp-server — Delete an alert rule (requires manage:write scope)
get_issues @flusterduck/mcp-server — UX issues, newest first, pageable; filter by status (open, triaged, in_progress, verified, resolved, ignored, regressed)
get_issue @flusterduck/mcp-server — Single issue with evidence, sessions, and verification history
get_alerts @flusterduck/mcp-server — Alerts, newest first, pageable; filter by status (fired, acknowledged, investigating, resolved)
list_alert_rules @flusterduck/mcp-server — Configured alert rules
get_recommendations @flusterduck/mcp-server — Prioritized fix recommendations
get_revenue_impact @flusterduck/mcp-server — Revenue impact estimates
get_heuristics @flusterduck/mcp-server — Full friction heuristic catalog

AI agent tool reliability // full index

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