AI agent tool reliability // full index

Categories

data 129444 · knowledge 103488 · other 82600 · devops 50476 · search 47968 · finance 46869 · code 38375 · communication 34388 · productivity 33227 · files 31289 · media 31046 · security 29998 · retrieval 23345 · database 21507 · ml 16946 · browser 14715 · web 13747 · email 9732 · payments 4938 · calendar 4261 · analytics 3788 · blockchain 1782 · network 1716 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 710 · social 650 · ecommerce 601 · design 576 · project 510 · commerce 479 · advertising 439 · news 422 · compliance 403 · seo 391 · api 366 · system 337 · project management 334 · monitoring 288 · education 214 · content 181 · cloud 164 · observability 137 · automation 131 · debug 119 · mobile 119 · workflow 119 · iot 108 · fitness 108 · auth 105 · account 104 · identity 103 · hardware 102 · integration 101 · marketplace 97 · cms 95 · testing 94

Tools

• get_lineage synapxnet/OpenXNet MCP Server — Retrieves the data lineage information for a specified dataset.
• rollback_deployment synapxnet/OpenXNet MCP Server — Performs a controlled rollback of a model deployment, requiring approval and governance parameters.
• get_alert_evidence synapxnet/OpenXNet MCP Server — Retrieves alert evidence for a given alert ID within the workspace scope.
• get_service_health synapxnet/OpenXNet MCP Server — Retrieves the health status of a specified service.
• get_kubernetes_workload synapxnet/OpenXNet MCP Server — Retrieves information about a Kubernetes workload.
• get_quality_report synapxnet/OpenXNet MCP Server — Retrieves the data quality report for a specified dataset.
• get_inference_probe synapxnet/OpenXNet MCP Server — Retrieves the result of an inference probe for a model.
• get_positions jamesnjk/trading-mcp-server — Returns holdings with quantity, avg cost, market value, unrealized P&L, sector, and base-currency value for a specified broker or all broker
• get_portfolio_summary jamesnjk/trading-mcp-server — Returns a cross-broker merged view of the portfolio including per-broker value, cash, net liquidation, top 5 holdings, and FX block.
• get_trade_history jamesnjk/trading-mcp-server — Returns trade fills newest first, with optional filters for symbol, date range, broker, and limit. Includes truncation flag and filter echo.
• get_realized_pnl jamesnjk/trading-mcp-server — Returns FIFO-matched realized P&L with gross/fees split, per-group ranking, precomputed biggest winner/loser, and closed-lot audit trail.
• get_portfolio_exposure_by_sector jamesnjk/trading-mcp-server — Returns sector and currency weights with an explicit unclassified share for a specified broker or all brokers.
• get_server_health jamesnjk/trading-mcp-server — Returns gateway reachability and a positions-vs-fills reconciliation check.
• list_databases mcp-ohmy-sql — List all available databases managed by the server.
• execute_sql mcp-ohmy-sql — Execute a SQL query on a specified database with safety limits and return results as Markdown table.
• get_schema mcp-ohmy-sql — Get the schema information for a specified database, including tables and columns.
• list_tables mcp-ohmy-sql — List all tables in a specified database.
• describe_table mcp-ohmy-sql — Get detailed schema of a specific table including column names, types, and constraints.
• gmail_list_emails Web4w3/gmail-mcp-server — List recent emails from Gmail via IMAP or POP3
• gmail_get_email Web4w3/gmail-mcp-server — Read a single email by id (IMAP uid or POP3 UIDL)
• gmail_delete_email Web4w3/gmail-mcp-server — Delete an email by id
• gmail_mark_email Web4w3/gmail-mcp-server — Mark or unmark an email as seen/read
• gmail_list_folders Web4w3/gmail-mcp-server — List all IMAP mailbox folders
• gmail_move_email Web4w3/gmail-mcp-server — Move an email to a specific IMAP folder (creates folder if it does not exist)
• sample_table_data hsenidBiz/Phx DB Explorer MCP Server — Returns rows from a table or view, with an optional WHERE clause.
• list_tables hsenidBiz/Phx DB Explorer MCP Server — Lists all tables and views in the configured schema(s) with type and description.
• get_table_schema hsenidBiz/Phx DB Explorer MCP Server — Returns full schema for a table/view: columns, foreign keys, indexes, and constraints.
• list_stored_procedures hsenidBiz/Phx DB Explorer MCP Server — Lists all stored procedures in the configured schema(s).
• get_procedure_definition hsenidBiz/Phx DB Explorer MCP Server — Returns the full definition of a stored procedure including parameters and SQL source.
• list_functions hsenidBiz/Phx DB Explorer MCP Server — Lists all user-defined functions (UDFs) in the configured schema(s).
• get_function_definition hsenidBiz/Phx DB Explorer MCP Server — Returns the full definition of a function including parameters and SQL source.
• search_schema hsenidBiz/Phx DB Explorer MCP Server — Case-insensitive keyword search across tables, views, columns, procedures, and functions.
• deploy.status StructureIntelligence/Semesh — Check deployment status for an existing app.
• deploy.logs StructureIntelligence/Semesh — Retrieve logs for a specific build.
• app_deployments.create StructureIntelligence/Semesh — Create a new app deployment (currently disabled; fails closed with deployment_authorization_unavailable).
• app_deployments.status StructureIntelligence/Semesh — Get the status of an existing app deployment.
• app_deployments.url StructureIntelligence/Semesh — Get the live URL of a deployed app.
• deploy.preflight StructureIntelligence/Semesh — Run a read-only preflight check to assess deployment readiness.
• deploy.url StructureIntelligence/Semesh — Get the live URL of a deployed app.
• app_deployments.logs StructureIntelligence/Semesh — Retrieve logs for a specific build.
• app_deployments.list StructureIntelligence/Semesh — List existing app deployments for observation.
• app_deployments.get StructureIntelligence/Semesh — Get details of a specific app deployment.
• notify_indexnow_search_engines SEOSiri-Official/seosiri-search-governance-mcp — Generates IndexNow API payloads for Bing, Yandex, and Naver.
• verify_canonical_link_integrity SEOSiri-Official/seosiri-search-governance-mcp — Audits HTML <link rel="canonical"> self-referential integrity.
• check_http_redirect_chain SEOSiri-Official/seosiri-search-governance-mcp — Traces HTTP redirect loops (301/302).
• audit_ai_crawler_directives SEOSiri-Official/seosiri-search-governance-mcp — Parses robots.txt for AI search bot access rules (GPTBot, ClaudeBot, PerplexityBot).
• enforce_brand_safety_guardrails SEOSiri-Official/seosiri-search-governance-mcp — Scans content strings for restricted keywords or unverified claims.
• audit_xml_sitemap_index SEOSiri-Official/seosiri-search-governance-mcp — Validates XML sitemaps for syntax errors and URL counts.
• get_governance_server_specifications SEOSiri-Official/seosiri-search-governance-mcp — Returns protocol specs and capability matrices.
• get_live_governance_throughput_metrics SEOSiri-Official/seosiri-search-governance-mcp — Monitors system health and processing latency.
• validate_google_bot_user_agent SEOSiri-Official/seosiri-search-governance-mcp — Simulates Googlebot and ClaudeBot requests.
• sanitize_governance_payload SEOSiri-Official/seosiri-search-governance-mcp — Strips script injections and malicious tags.
• lsp_status lazykimicode — Language Server Protocol client
• lsp_diagnostics lazykimicode — Language Server Protocol client
• codegraph_callers lazykimicode — Structural code search and impact analysis
• codegraph_callees lazykimicode — Structural code search and impact analysis
• codegraph_impact lazykimicode — Structural code search and impact analysis
• lsp_goto_definition lazykimicode — Language Server Protocol client
• lsp_find_references lazykimicode — Language Server Protocol client
• lsp_symbols lazykimicode — Language Server Protocol client
• lsp_rename lazykimicode — Language Server Protocol client
• lsp_prepare_rename lazykimicode — Language Server Protocol client
• codegraph_search lazykimicode — Structural code search and impact analysis
• codegraph_relate lazykimicode — Structural code search and impact analysis
• codegraph_reindex lazykimicode — Structural code search and impact analysis
• codegraph_status lazykimicode — Structural code search and impact analysis
• codegraph_explore lazykimicode — Structural code search and impact analysis
• codegraph_files lazykimicode — Structural code search and impact analysis
• maps_geocode Mannycon1/Google Maps MCP Server — Convert a street address or place name into geographic coordinates (latitude/longitude)
• maps_reverse_geocode Mannycon1/Google Maps MCP Server — Convert geographic coordinates (latitude/longitude) into a human-readable address
• maps_search_places Mannycon1/Google Maps MCP Server — Free-text place search (restaurants, businesses, landmarks), with optional location bias
• maps_place_details Mannycon1/Google Maps MCP Server — Full details for a place: phone, website, hours, rating, reviews
• maps_directions Mannycon1/Google Maps MCP Server — Turn-by-turn directions (driving, walking, bicycling, transit)
• maps_distance_matrix Mannycon1/Google Maps MCP Server — Travel time and distance between multiple origins and destinations
• maps_elevation Mannycon1/Google Maps MCP Server — Elevation in meters for one or more coordinates
• fetch_dashboard_details DrDroidLab/signoz-mcp-server — Retrieve detailed information about a specific dashboard by its ID. This information contains the metadata of the dashboard, not the live pa
• test_connection DrDroidLab/signoz-mcp-server — Verify connectivity to your Signoz instance and configuration.
• fetch_dashboards DrDroidLab/signoz-mcp-server — List all available dashboards from Signoz.
• fetch_traces_or_logs DrDroidLab/signoz-mcp-server — Fetch traces or logs from SigNoz using ClickHouse SQL. Specify data_type ('traces' or 'logs'), time range, service name, and limit. Returns
• fetch_dashboard_data DrDroidLab/signoz-mcp-server — Fetch all panel data for a given dashboard by name and time range.
• fetch_apm_metrics DrDroidLab/signoz-mcp-server — Retrieve standard APM metrics (request rate, error rate, latency, apdex, etc.) for a given service and time range.
• fetch_services DrDroidLab/signoz-mcp-server — Fetch all instrumented services from Signoz with optional time range filtering.
• execute_clickhouse_query DrDroidLab/signoz-mcp-server — Execute custom Clickhouse SQL queries via the Signoz API with time range support.
• execute_builder_query DrDroidLab/signoz-mcp-server — Execute Signoz builder queries for custom metrics and aggregations with time range support.
• get_company_detail bigbrainw/104-mcp-server — Get full company profile from 104.com.tw including about, products, benefits, and optionally current job listings.
• login bigbrainw/104-mcp-server — Log in with email/password.
• logout bigbrainw/104-mcp-server — Log out.
• get_job_detail bigbrainw/104-mcp-server — Get full details of a job posting on 104.com.tw including description, requirements, salary, welfare, and contact info.
• search_companies bigbrainw/104-mcp-server — Search companies on 104.com.tw by name. Returns company codes, industry, location, and open job count.
• apply_job bigbrainw/104-mcp-server — Apply to a job with optional cover letter.
• save_job bigbrainw/104-mcp-server — Bookmark a job.
• save_company bigbrainw/104-mcp-server — Follow a company.
• search_jobs bigbrainw/104-mcp-server — Search job listings on 104.com.tw. Returns a list of matching jobs with salary, location, and job codes.
• refine_drawing ymirymir/drawing-mcp — Builds a refinement layer on top of an existing pencil construction drawing. Call this after analyse_subject to add line quality, weight var
• analyse_subject ymirymir/drawing-mcp — Applies a process-based pencil construction methodology to analyse a drawing subject and produce a layered Canvas drawing. Works from gestur
• search_restaurants DENNISDGR/efood-mcp — Discover restaurants delivering to a location with filters and sorting.
• get_restaurant_menu DENNISDGR/efood-mcp — Get full menu, hours, offers, and discounts for a restaurant.
• get_menu_item_options DENNISDGR/efood-mcp — Get customization and variation options for a menu item.
• get_addresses DENNISDGR/efood-mcp — Get saved delivery addresses for the authenticated user.
• get_payment_methods DENNISDGR/efood-mcp — Get saved payment methods as opaque tokens.

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