AI agent tool reliability // full index

Tools

list_capabilities JasonTeixeira/Nexural_Automation — List supported imports, workflows, and safety guardrails.
scaffold_strategy JasonTeixeira/Nexural_Automation — Create a strategy SDK scaffold with docs, metadata, and starter source.
scaffold_bridge JasonTeixeira/Nexural_Automation — Create a bridge SDK scaffold with contract and starter connector.
teapot com.binaryandthread/store — Returns 418, a deadpan easter egg, no input.
fortune com.binaryandthread/store — Returns a deterministic developer aphorism.
checkout com.binaryandthread/store — Mints checkout_url and session_id instantly.
add_to_cart com.binaryandthread/store — Creates or reuses a cart; returns the cart_id.
check_payment com.binaryandthread/store — Polls the session once; agent re-calls at its own cadence.
get_order_status com.binaryandthread/store — Returns status/timeline by display id and exact email.
report_issue com.binaryandthread/store — Files a bug report, emailed to maintainer, server-redacted.
list_products com.binaryandthread/store — Returns the catalog, text-only, no per-item images.
get_product com.binaryandthread/store — Returns one piece's specs and its image.
get_cart com.binaryandthread/store — Returns the authoritative server cart and total.
te_jobs_estimate cerebrixos-org/tuning-engines-cli — Estimate cost before training a model
te_guard_claude_code_install cerebrixos-org/tuning-engines-cli — Install optional native telemetry hooks for Claude Code
te_jobs_create cerebrixos-org/tuning-engines-cli — Create a new fine-tuning job for a specified agent and base model
te_jobs_status cerebrixos-org/tuning-engines-cli — Monitor training job status
te_models_list cerebrixos-org/tuning-engines-cli — View your trained models
te_auth_status cerebrixos-org/tuning-engines-cli — Check authentication status
te_auth_login cerebrixos-org/tuning-engines-cli — Sign up or log in via browser
te_billing_add_credits cerebrixos-org/tuning-engines-cli — Add credits via browser billing page
te_orchestration_init cerebrixos-org/tuning-engines-cli — Initialize a governed orchestration starter
te_goal_start cerebrixos-org/tuning-engines-cli — Label the desired outcome for a project
te_goal_show cerebrixos-org/tuning-engines-cli — Show current goal
te_goal_complete cerebrixos-org/tuning-engines-cli — Mark goal as complete
te_guard_claude_code_doctor cerebrixos-org/tuning-engines-cli — Check Claude Code hook installation
te_guard_claude_code_doctor_probe cerebrixos-org/tuning-engines-cli — Run synthetic hook events through installed commands
te_guard_codex_install cerebrixos-org/tuning-engines-cli — Install telemetry hooks for Codex
te_guard_codex_doctor cerebrixos-org/tuning-engines-cli — Check Codex hook installation
admob_list_apps qalvinahmad/ads-mcp — List apps (paginated)
admob_list_ad_units qalvinahmad/ads-mcp — List ad units (paginated)
admob_network_report qalvinahmad/ads-mcp — Network report with full dimension/metric/filter/sort control
petal_revenue_summary qalvinahmad/ads-mcp — Daily earnings trend + totals for a date range
petal_apps_performance qalvinahmad/ads-mcp — Per-app (and per-placement) earnings breakdown
ads_auth_status qalvinahmad/ads-mcp — Check which networks are configured/authorized
admob_list_accounts qalvinahmad/ads-mcp — List publisher accounts
admob_mediation_report qalvinahmad/ads-mcp — Mediation report (per ad-source performance)
petal_report qalvinahmad/ads-mcp — Publisher report with full group-by/filter/order/pagination control
ads_revenue_overview qalvinahmad/ads-mcp — Combined totals + daily breakdown across both networks
admob_get_account qalvinahmad/ads-mcp — Account details (currency, timezone)
get_statute pipeworx-io/mcp-missouri-code — Retrieve the text of a Missouri Revised Statute by its citation number
mo_revised_statute pipeworx-io/mcp-missouri-code — Retrieve a Missouri Revised Statute by its citation number (e.g., 565.020).
get_funnels pipeworx-io/mcp-mixpanel — Get funnel conversion data from Mixpanel. Shows step-by-step conversion rates.
get_retention pipeworx-io/mcp-mixpanel — Get user retention cohort data from Mixpanel. Shows how many users return over time.
get_events pipeworx-io/mcp-mixpanel — Query event data from Mixpanel for a date range. Returns event counts and properties.
interface Syamsuddin/MikroCLAW — Mengambil daftar interface
ip_address Syamsuddin/MikroCLAW — Mengambil daftar alamat IP
dhcp_leases Syamsuddin/MikroCLAW — Retrieve DHCP server leases from RouterOS.
firewall_filter_rules Syamsuddin/MikroCLAW — Retrieve firewall filter rules from RouterOS.
rest_get Syamsuddin/MikroCLAW — Generic GET request to any RouterOS REST path.
rest_write Syamsuddin/MikroCLAW — Generic write operation (PUT/PATCH/DELETE/POST) to any RouterOS REST path.
detect_roles Syamsuddin/MikroCLAW — Detect roles of devices on the network.
sentinel Syamsuddin/MikroCLAW — Mendeteksi botnet atau IoT terinfeksi tanpa signature berdasarkan anomali traffic
chronicle Syamsuddin/MikroCLAW — Menyediakan mesin waktu konfigurasi dan deteksi intrusi
replay Syamsuddin/MikroCLAW — Melakukan RCA retrospektif untuk menganalisis penyebab slowdown
concierge Syamsuddin/MikroCLAW — Menghasilkan laporan bisnis RT-RW net
twin Syamsuddin/MikroCLAW — Simulator what-if paket untuk menguji efek perubahan firewall tanpa menerapkan
model-card aaryanptl/openrouter-mcp — Price, context window, capabilities (vision/tools/reasoning) and arena ELO for a single OpenRouter model.
compare-models aaryanptl/openrouter-mcp — 2–4 models side by side, best value marked per metric.
cheapest-for aaryanptl/openrouter-mcp — Filter models by needs (e.g., vision, context) and sort by input price.
cost-estimator aaryanptl/openrouter-mcp — Interactive calculator to estimate cost for given input and output tokens.
usage-rankings aaryanptl/openrouter-mcp — Models ranked by arena ELO leaderboard for a specific category (e.g., coding).
redis_inspect_key as-redis-mcp-server — Key 检查：查看 Key 的类型、TTL、内存占用、大小、值预览
redis_search_keys as-redis-mcp-server — Key 搜索：基于 SCAN 的 Key 名称搜索（禁止 KEYS）
redis_analyze_key_pattern as-redis-mcp-server — Pattern 分析：采样分析某类 Key 的 TTL/大小分布，识别风险
redis_health_check as-redis-mcp-server — 健康检查：Redis 实例状态：内存、连接数、QPS、命中率
redis_memory_analysis as-redis-mcp-server — 内存分析：采样识别大 Key 和内存热点，Top 10 排行
redis_slowlog_analysis as-redis-mcp-server — 慢查询分析：分析 SLOWLOG，自动生成优化建议
redis_cache_advisor as-redis-mcp-server — 缓存建议：基于场景描述的缓存设计方案（不访问 Redis）
redis_readonly_query as-redis-mcp-server — 只读查询：有限枚举命令（HLEN/LLEN/SCARD/ZCARD/STRLEN 等）
delegate pealmeida/any-model-plugin — Delegate a task to any engine and model
anymodel_result pealmeida/any-model-plugin — Retrieve the result of a background job.
review pealmeida/any-model-plugin — Run a code review against local git state
anymodel_delegate pealmeida/any-model-plugin — Delegate a task to another engine/model.
anymodel_cancel pealmeida/any-model-plugin — Cancel a background job.
anymodel_review pealmeida/any-model-plugin — Run an adversarial review across different models and providers.
anymodel_status pealmeida/any-model-plugin — Check the status of a background job.
models pealmeida/any-model-plugin — Probe configured providers for available models
setup pealmeida/any-model-plugin — Check engine and provider setup
status pealmeida/any-model-plugin — Show active and recent jobs
result pealmeida/any-model-plugin — Show a finished job's output
cancel pealmeida/any-model-plugin — Cancel an active background job
adversarial_review pealmeida/any-model-plugin — Challenge the implementation approach and design choices
adversarial-review pealmeida/any-model-plugin — Challenge the implementation approach and design choices
choose pealmeida/any-model-plugin — Interactive chain: pick action, provider, model, then dispatch
delegate-with pealmeida/any-model-plugin — Delegate with guided provider/model selection
review-with pealmeida/any-model-plugin — Adversarial review with guided provider/model selection
impact VeyrForge/Codehelper — Blast radius before you edit
query VeyrForge/Codehelper — Search the symbol graph
project_context VeyrForge/Codehelper — Bootstrap tool catalog + index stats
context VeyrForge/Codehelper — Source + callers + callees
perplexity_research vaxosv/Perplexity Full MCP — Performs live research on Perplexity Pro and returns answer text plus source citations.
perplexity_generate_image vaxosv/Perplexity Full MCP — Generates an image from a text prompt using Perplexity Pro and returns the image URL, local file path, and dimensions.
macau_fx_rates pipeworx-io/mcp-macau-amcm — Dated MOP mid-rates per currency per Macau business day
macau_monia pipeworx-io/mcp-macau-amcm — Daily MONIA fixings in percent
gopher_batch_fetch cameronrye/gopher-mcp — Fetches several Gopher URLs at once with bounded concurrency and capped list length.
gemini_fetch cameronrye/gopher-mcp — Fetch a resource from a Gemini server, returning structured JSON with gemtext content or status information.
gopher_fetch cameronrye/gopher-mcp — Fetch a resource from a Gopher server, returning structured JSON with menu items or text content.
gemini_batch_fetch cameronrye/gopher-mcp — Fetches several Gemini URLs at once with bounded concurrency and capped list length.
compile_tolk Claraxyb/TON Tolk Compiler MCP Server — Compiles .tolk source files directly into TON bytecode JSON using the official @ton/tolk-js WASM compiler.

AI agent tool reliability // full index

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