AI agent tool reliability // full index

Tools

restaurant-inspection-scores equinoxaifinance-rgb/CivicDataForge — Official restaurant inspection and violation records across seven supported jurisdictions.
qui_automations arr-mcps/qui-mcp — Automation operations covering 12 qui JSON endpoints via an operation parameter.
qui_system arr-mcps/qui-mcp — System-related operations covering 55 qui JSON endpoints (application metadata, logs, notifications, API-key management, etc.) via an operat
qui_cross_seed arr-mcps/qui-mcp — Cross-seeding operations covering 29 qui JSON endpoints via an operation parameter.
qui_torrents arr-mcps/qui-mcp — Torrent operations covering 24 qui JSON endpoints via an operation parameter.
qui_torznab arr-mcps/qui-mcp — Torznab operations covering 20 qui JSON endpoints via an operation parameter.
qui_instances arr-mcps/qui-mcp — Instance management operations covering 17 qui JSON endpoints via an operation parameter.
qui_dir_scan arr-mcps/qui-mcp — Directory scan operations covering 15 qui JSON endpoints via an operation parameter.
qui_rss arr-mcps/qui-mcp — RSS feed operations covering 14 qui JSON endpoints via an operation parameter.
qui_backups arr-mcps/qui-mcp — Backup operations covering 10 qui JSON endpoints via an operation parameter.
qui_categories_tags arr-mcps/qui-mcp — Category and tag operations covering 7 qui JSON endpoints via an operation parameter.
qui_orphan_scan arr-mcps/qui-mcp — Orphan scan operations covering 7 qui JSON endpoints via an operation parameter.
qui_torrent_creator arr-mcps/qui-mcp — Torrent creation operations covering 4 qui JSON endpoints via an operation parameter.
generate_diagram CharanyaPonnala/excalidraw-diagram-agent — Generate an editable Excalidraw diagram (.excalidraw file) from a system description.
health jcmaker/just-study — Checks database, storage, schema, and recovery status.
list_courses jcmaker/just-study — Lists stored courses with their days, stages, and revisions.
get_learning_state jcmaker/just-study — Reads current day, stage, research, concepts, quiz, and today's document.
save_checkpoint jcmaker/just-study — Saves taught content and concept states.
read_learning_document jcmaker/just-study — Reads a single checksum-verified document.
record_daily_research jcmaker/just-study — Stores sources actually researched and cross-validated claims for the day.
approve_outline jcmaker/just-study — Activates a draft after approving interview, research, knowledge map, and 30 goals.
create_course jcmaker/just-study — Idempotently creates a draft course with a request UUID.
start_quiz jcmaker/just-study — Stores five finalized questions before showing answers.
answer_quiz jcmaker/just-study — Stores learner's chosen answer numbers; server grades.
start_remediation_quiz jcmaker/just-study — Stores alternative explanations and new five questions.
complete_day jcmaker/just-study — Stores three reflections and advances to next day.
list_available_projects rkuhn153/gamecode-rag — List ingested game indexes
code_search_and_rerank rkuhn153/gamecode-rag — Hybrid search (vectors + symbols) → LLM re-rank top snippets
code_graph_search rkuhn153/gamecode-rag — Callers / callees for a method id
ingest_new_project rkuhn153/gamecode-rag — Build an index from decompiled sources or a Mono assembly path
grant_deadline_plan RyanKramer/SummitFlow MCP — Works backward from a deadline to start-drafting, internal-review and packet-complete dates
grant_lead_times RyanKramer/SummitFlow MCP — The lead times behind that plan, with the reasoning for each
business_days_between RyanKramer/SummitFlow MCP — Business days between two dates, skipping weekends and US federal holidays
federal_holidays RyanKramer/SummitFlow MCP — US federal holidays for a year, with observed dates
grant_budget RyanKramer/SummitFlow MCP — Full budget with fringe and indirect calculated on MTDC or TDC
add_business_days RyanKramer/SummitFlow MCP — Add or subtract business days from a date
volunteer_time_value RyanKramer/SummitFlow MCP — Volunteer hours valued at the published national rate
in_kind_value RyanKramer/SummitFlow MCP — Totals donated goods and services at fair market value
summitflow_resources RyanKramer/SummitFlow MCP — Free templates, guides and calculators on the web
predict_umbrella_needed AdhipathiK/Weather MCP Server — Smart recommendation - should you bring an umbrella?
get_forecast AdhipathiK/Weather MCP Server — Multi-day weather forecast (1-16 days ahead).
get_current_weather AdhipathiK/Weather MCP Server — Fetch real-time weather conditions for any location.
browser_get_text deer-001/OmniBrowse-Agent — Get the current page text content.
browser_forward deer-001/OmniBrowse-Agent — Go forward to the next page.
browser_click deer-001/OmniBrowse-Agent — Click an element on the page.
browser_back deer-001/OmniBrowse-Agent — Go back to the previous page.
browser_reload deer-001/OmniBrowse-Agent — Reload the current page.
browser_wait deer-001/OmniBrowse-Agent — Wait for a specified condition or time.
browser_get_html deer-001/OmniBrowse-Agent — Get the current page HTML content.
omnibrowse_extract_jsonld deer-001/OmniBrowse-Agent — Extract JSON-LD structured data from the current page
omnibrowse_extract_svg_text deer-001/OmniBrowse-Agent — Extract text from SVG elements on the current page
omnibrowse_extract_network_responses deer-001/OmniBrowse-Agent — Extract data from network responses
omnibrowse_extract_echarts deer-001/OmniBrowse-Agent — Extract data from ECharts visualizations
omnibrowse_browser_navigate deer-001/OmniBrowse-Agent — Navigate the browser to a given URL
omnibrowse_browser_click deer-001/OmniBrowse-Agent — Click an element identified by a selector
omnibrowse_browser_type deer-001/OmniBrowse-Agent — Type text into an input field
omnibrowse_browser_scroll deer-001/OmniBrowse-Agent — Scroll the page in a specified direction
omnibrowse_browser_back deer-001/OmniBrowse-Agent — Go back to the previous page
omnibrowse_browser_select deer-001/OmniBrowse-Agent — Select an option from a dropdown
omnibrowse_extract_text deer-001/OmniBrowse-Agent — Extract text content from the current page
omnibrowse_extract_links deer-001/OmniBrowse-Agent — Extract all links from the current page
omnibrowse_extract_aria deer-001/OmniBrowse-Agent — Extract ARIA roles and properties from the current page
omnibrowse_extract_table deer-001/OmniBrowse-Agent — Extract table data from the current page
browser_navigate deer-001/OmniBrowse-Agent — Navigate the browser to a URL and return the page title and URL.
browser_screenshot deer-001/OmniBrowse-Agent — Take a screenshot of the current page and return a local artifact reference.
browser_type deer-001/OmniBrowse-Agent — Type text into an input field.
browser_scroll deer-001/OmniBrowse-Agent — Scroll the page.
bank_attribution_batch data-wise-location-mcp-server — 批量查询银行卡归属地信息
ip_attribution_batch data-wise-location-mcp-server — 批量查询IP地址归属地信息
mobile_attribution_batch data-wise-location-mcp-server — 批量查询手机号归属地信息
id_attribution_batch data-wise-location-mcp-server — 批量查询身份证归属地信息
search_docs udarshmarthala/hybrid-rag-mcp — Hybrid retrieval search over the corpus with BM25 + dense vectors fused via RRF and cross-encoder reranking, with prompt-injection guardrail
get_fact_dictionary techiebod/System Explorer MCP — Get the fact dictionary for a host.
list_hosts techiebod/System Explorer MCP — List the hosts aggregated by the MCP server.
get_status techiebod/System Explorer MCP — Get the status of a host.
get_evidence techiebod/System Explorer MCP — Get evidence for a fact or object.
lookup techiebod/System Explorer MCP — Perform a lookup query.
what_changed techiebod/System Explorer MCP — Get changes since a given time.
get_collection techiebod/System Explorer MCP — Get a collection of objects from a host.
get_object techiebod/System Explorer MCP — Get a specific object from a host.
get_current_tenant david-oceanbase-mcp — Get current tenant
get_resource_capacity david-oceanbase-mcp — Get resource capacity (sys tenant only)
get_ash_report david-oceanbase-mcp — Get ASH report
search_oceanbase_document david-oceanbase-mcp — Search OceanBase document from official website (experimental)
ob_memory_query david-oceanbase-mcp — Semantically search and retrieve contextual memories
ob_memory_delete david-oceanbase-mcp — Remove outdated or unwanted memories
ob_memory_update david-oceanbase-mcp — Evolve memories with new information over time
execute_sql david-oceanbase-mcp — Execute SQL queries with proper error handling
get_all_server_nodes david-oceanbase-mcp — Get all server nodes (sys tenant only)
ob_memory_insert david-oceanbase-mcp — Automatically capture and store important conversations
generate_image sultan-young/wj-mcp-server — Submit an image generation job and immediately return a jobId
get_image_job_result sultan-young/wj-mcp-server — Query the status, progress, and result of an image generation job by job_id
calculate_profit sultan-young/wj-mcp-server — Calculate profit for a trial calculation
save_profit_calculation sultan-young/wj-mcp-server — Save a confirmed profit calculation
list_product_categories sultan-young/wj-mcp-server — List product categories
create_product_draft sultan-young/wj-mcp-server — Create a product draft (requires confirmation, immediately reserves a number)
list_product_drafts sultan-young/wj-mcp-server — List product drafts
validate_product_draft sultan-young/wj-mcp-server — Validate a product draft
update_product_draft sultan-young/wj-mcp-server — Update a product draft
get_product_draft sultan-young/wj-mcp-server — Get a product draft

AI agent tool reliability // full index

Categories

Tools