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AI agent tool reliability // full index
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Tools prepare_document_match_hints aruba-fatturazione-elettronica-mcp — Prepares hints for matching documents.
render_diagram daniel69zz/Visual MCP — Builds and renders a whole scene in one call, returns a sceneId.
render_scene daniel69zz/Visual MCP — Re-renders a stored scene.
get_scene daniel69zz/Visual MCP — Returns the scene plus the computed box of every element.
add_element daniel69zz/Visual MCP — Adds one element, optionally inside a group.
query_exchange_rates jexchange-mcp-server — 根据货币的三位字母代码查询两者之间的兑换汇率
suggest_improvements M-Sohaib-Siddiqui/resume-analyzer-mcp — Generates actionable, role-tailored bullet point enhancements and identifies weak phrasing.
analyze_resume M-Sohaib-Siddiqui/resume-analyzer-mcp — Analyzes the structure, completeness, impact metrics, action verbs, and skills of a resume.
calculate_ats_score M-Sohaib-Siddiqui/resume-analyzer-mcp — Compares resume text against a job description and calculates ATS match percentage.
list_paper_sections arxiv-latex-mcp — List section headings of a paper
get_paper_section arxiv-latex-mcp — Get a specific section by path
get_paper_prompt arxiv-latex-mcp — Get the full flattened LaTeX of a paper
get_paper_abstract arxiv-latex-mcp — Get just the abstract
run_realtime_report io.github.stucchi/google-analytics — Real-time active users and events
get_property io.github.stucchi/google-analytics — Get property details
list_google_ads_links io.github.stucchi/google-analytics — List Google Ads links
create_google_ads_link io.github.stucchi/google-analytics — Link Google Ads account
get_measurement_protocol_secret io.github.stucchi/google-analytics — Get/create Measurement Protocol secret
get_metadata io.github.stucchi/google-analytics — List available dimensions and metrics
check_auth_status io.github.stucchi/google-analytics — Verify service account is configured and valid
list_accounts io.github.stucchi/google-analytics — List accessible GA4 accounts
list_properties io.github.stucchi/google-analytics — List properties for an account
create_property io.github.stucchi/google-analytics — Create a GA4 property
delete_property io.github.stucchi/google-analytics — Soft-delete a property
list_data_streams io.github.stucchi/google-analytics — List data streams
create_web_data_stream io.github.stucchi/google-analytics — Create web stream → get Measurement ID
delete_data_stream io.github.stucchi/google-analytics — Delete a data stream
get_tracking_snippet io.github.stucchi/google-analytics — Generate gtag.js HTML snippet
list_key_events io.github.stucchi/google-analytics — List conversion events
create_key_event io.github.stucchi/google-analytics — Mark event as conversion
delete_key_event io.github.stucchi/google-analytics — Remove conversion
list_custom_dimensions io.github.stucchi/google-analytics — List custom dimensions
create_custom_dimension io.github.stucchi/google-analytics — Create custom dimension
list_custom_metrics io.github.stucchi/google-analytics — List custom metrics
create_custom_metric io.github.stucchi/google-analytics — Create custom metric
run_report io.github.stucchi/google-analytics — Run report with dimensions, metrics, dates, filters
list_orders io.github.stucchi/nexi-xpay — List orders with filters (date range, channel, status, transaction code)
order_details io.github.stucchi/nexi-xpay — Full details of a specific transaction
warnings io.github.stucchi/nexi-xpay — Retrieve warnings/anomalies (default: last 7 days)
payment_methods io.github.stucchi/nexi-xpay — List active payment methods for the merchant
get_balance io.github.stucchi/telnyx — Account balance, pending charges, credit limit
list_invoices io.github.stucchi/telnyx — List all invoices
get_charges_breakdown io.github.stucchi/telnyx — Charges breakdown for a date range (max 60 days)
list_phone_numbers io.github.stucchi/telnyx — List all phone numbers on the account
get_phone_number io.github.stucchi/telnyx — Get details of a specific phone number
order_phone_number io.github.stucchi/telnyx — Order/purchase a phone number
send_message io.github.stucchi/telnyx — Send an SMS message
list_messages io.github.stucchi/telnyx — List sent and received messages
list_messaging_profiles io.github.stucchi/telnyx — List messaging profiles
get_invoice io.github.stucchi/telnyx — Get a specific invoice
get_charges_summary io.github.stucchi/telnyx — Charges summary for a date range
search_available_numbers io.github.stucchi/telnyx — Search available numbers to purchase
search_arxiv arxiv-mcp-aj — Search arXiv papers by query, returns list of PaperMetadata
get_paper_by_id arxiv-mcp-aj — Get metadata for a specific arXiv paper by ID
download_pdf arxiv-mcp-aj — Download PDF for a given arXiv paper ID
get_paper_context arxiv-mcp-aj — Get LLM-ready context (chunks + metadata) for a paper
extract_text arxiv-mcp-aj — Extract text from a downloaded PDF by paper ID
get_supported_countries job-worth-calculator-mcp — 获取支持的国家/地区列表
calculate_job_worth job-worth-calculator-mcp — 计算工作性价比评分
save_html_report job-worth-calculator-mcp — 生成并保存工作性价比HTML报告
future_job_trends job-worth-calculator-mcp — 获取未来职业趋势预测
suggest_index AYUSH-148/DB-Explorer-MCP — Suggest indexes from a query plan or table foreign-key metadata.
validate_schema AYUSH-148/DB-Explorer-MCP — Check tables for missing primary keys and unindexed foreign keys.
explore_schema AYUSH-148/DB-Explorer-MCP — Explore database tables, columns, keys, indexes, and sample rows.
execute_query AYUSH-148/DB-Explorer-MCP — Execute one validated, read-only SQL SELECT query.
explain_query AYUSH-148/DB-Explorer-MCP — Return the database execution plan for one safe SELECT query.
migration_context AYUSH-148/DB-Explorer-MCP — Return schema context for client-side migration generation.
validate_migration AYUSH-148/DB-Explorer-MCP — Validate migration scripts without executing them.
api_call io.github.stufently/zabbix-ai-cli-mcp — Escape hatch to call Zabbix API directly
host_investigate io.github.stufently/zabbix-ai-cli-mcp — Get host state, active problems, recent events, silent and unsupported items, maintenance
metrics_history io.github.stufently/zabbix-ai-cli-mcp — Get metric history with min/avg/max aggregation
problems_list io.github.stufently/zabbix-ai-cli-mcp — List current problems, including suppressed ones with maintenance window names
maintenance_create io.github.stufently/zabbix-ai-cli-mcp — Create a maintenance window
maintenance_end io.github.stufently/zabbix-ai-cli-mcp — End a maintenance window
maintenance_remove io.github.stufently/zabbix-ai-cli-mcp — Remove a maintenance window
host_status io.github.stufently/zabbix-ai-cli-mcp — Get a concise status of a host
resolve io.github.stufently/zabbix-ai-cli-mcp — Resolve a notification text into event, host and trigger identifiers
unreachable io.github.stufently/zabbix-ai-cli-mcp — List monitored hosts Zabbix cannot poll, with errors
metrics_latest io.github.stufently/zabbix-ai-cli-mcp — Get latest metric values with correct history type and units
alert_why io.github.stufently/zabbix-ai-cli-mcp — Explain why a notification did or did not arrive
maintenance_extend io.github.stufently/zabbix-ai-cli-mcp — Extend a maintenance window
get_calendar io.github.stylabs/hostaway-kit — Day rows with status, isAvailable, price (null = unknown)
get_listing io.github.stylabs/hostaway-kit — One listing, resources included, secrets stripped
list_messages io.github.stylabs/hostaway-kit — Messages in a thread
inbox_triage io.github.stylabs/hostaway-kit — Unanswered + SLA (breached / waiting / answered)
draft_reply io.github.stylabs/hostaway-kit — Grounded draft. send is always false.
report_occupancy io.github.stylabs/hostaway-kit — Reserved / available / blocked + blocked holes
report_inbox io.github.stylabs/hostaway-kit — Unanswered thread counts
report_completeness io.github.stylabs/hostaway-kit — Missing photos, house rules, amenities
list_reservations io.github.stylabs/hostaway-kit — Reservations; door codes stripped
list_listings io.github.stylabs/hostaway-kit — Active listings; optional city / name / availability filters
list_conversations io.github.stylabs/hostaway-kit — Inbox threads
scan_ai_security io.github.subodhkc/ai-appsec — Scans AI/LLM/agent application source code for security risks including unsafe AI-output execution, secrets exposure, RAG/model integration
search_locations abhirampai/Weather MCP — Find matching locations and return their coordinates, country, region, and time zone.
get_weather abhirampai/Weather MCP — Get current weather and a daily forecast for a location.
weather_dashboard abhirampai/Weather MCP — Open the interactive weather dashboard with the same weather arguments.
recent_runs projectsofadi/mcp-ci-triage — Latest workflow runs: number, name, conclusion, branch@sha, run_id
failing_jobs projectsofadi/mcp-ci-triage — Unsuccessful jobs and steps, including failures, timeouts, and cancellations; defaults to latest unsuccessful run
job_log_tail projectsofadi/mcp-ci-triage — Bounded, sanitized tail of a job log, explicitly labeled as untrusted
mixed_outcome_workflows projectsofadi/mcp-ci-triage — Workflows that both passed and failed recently — a triage signal, not proof of flaky tests
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