AI agent tool reliability // full index

Tools

get_conference_proceeding hbg/mcp-paperswithcode — Get details for a specific conference proceeding.
list_devices iotsploit-mcp — List devices.
fuzzer_results_summary iotsploit-mcp — Get fuzzer results summary.
fuzzer_artifacts iotsploit-mcp — Get fuzzer artifacts.
firmware_info iotsploit-mcp — Get firmware info.
get_tool_details iotsploit-mcp — Get tool details.
list_plugins iotsploit-mcp — List plugins.
describe_plugin iotsploit-mcp — Describe a plugin.
list_targets iotsploit-mcp — List targets.
get_current_target iotsploit-mcp — Get current target.
list_files iotsploit-mcp — List files.
fuzzer_campaign_status iotsploit-mcp — Get fuzzer campaign status.
fuzzer_campaign_statistics iotsploit-mcp — Get fuzzer campaign statistics.
get_target iotsploit-mcp — Get a target.
list_groups iotsploit-mcp — List groups.
list_device_drivers iotsploit-mcp — List device drivers.
describe_driver iotsploit-mcp — Describe a driver.
scan_devices iotsploit-mcp — Scan devices.
device_info iotsploit-mcp — Get device info.
get_driver_states iotsploit-mcp — Get driver states.
firmware_list iotsploit-mcp — List firmware.
list_serial_ports iotsploit-mcp — List serial ports.
execute_plugin iotsploit-mcp — Execute an exploit plugin against the current target.
get_current_observations iotsploit-mcp — Get current observations.
create_target iotsploit-mcp — Create a target.
edit_target iotsploit-mcp — Edit a target.
select_target iotsploit-mcp — Select a target.
record_observations iotsploit-mcp — Record agent observations with scope and completeness flag.
system_status iotsploit-mcp — Get system status.
system_health iotsploit-mcp — Get system health.
list_urls iotsploit-mcp — List URLs.
get_tools_status iotsploit-mcp — Get tools status.
get_network_devices coozgan/Meraki Monitor MCP — Get devices in the configured network
get_device_status coozgan/Meraki Monitor MCP — Get status of a specific device
get_clients coozgan/Meraki Monitor MCP — Get clients in the configured network
get_client_details coozgan/Meraki Monitor MCP — Get details of a specific client
get_switch_ports coozgan/Meraki Monitor MCP — Get switch ports for a specific switch
get_switch_vlans coozgan/Meraki Monitor MCP — Get VLANs for the configured network
get_security_center coozgan/Meraki Monitor MCP — Get security center information
get_device_uplink coozgan/Meraki Monitor MCP — Get uplink information for a specific device
get_wireless_ssids coozgan/Meraki Monitor MCP — Get wireless SSIDs in the configured network
get_wireless_settings coozgan/Meraki Monitor MCP — Get wireless settings for the configured network
get_wireless_clients coozgan/Meraki Monitor MCP — Get wireless clients in the configured network
get_camera_video_settings coozgan/Meraki Monitor MCP — Get video settings for a specific camera
get_vpn_status coozgan/Meraki Monitor MCP — Get VPN status
get_firewall_rules coozgan/Meraki Monitor MCP — Get firewall rules
get_camera_quality_settings coozgan/Meraki Monitor MCP — Get quality settings for cameras
get_organizations coozgan/Meraki Monitor MCP — Get list of organizations
get_organization_details coozgan/Meraki Monitor MCP — Get details of the configured organization
get_networks coozgan/Meraki Monitor MCP — Get list of networks in the organization
get_devices coozgan/Meraki Monitor MCP — Get list of devices in the organization
get_organization_status coozgan/Meraki Monitor MCP — Get overall status of the organization
get_organization_inventory coozgan/Meraki Monitor MCP — Get inventory of the organization
get_organization_license coozgan/Meraki Monitor MCP — Get license information of the organization
get_network_details coozgan/Meraki Monitor MCP — Get details of the configured network
get_alerts coozgan/Meraki Monitor MCP — Get alerts for the organization
get_client_usage coozgan/Meraki Monitor MCP — Get usage data for a specific client
get_client_policy coozgan/Meraki Monitor MCP — Get policy for a specific client
get_network_traffic coozgan/Meraki Monitor MCP — Get traffic data for the configured network
get_device_details coozgan/Meraki Monitor MCP — Get details of a specific device
get_device_clients coozgan/Meraki Monitor MCP — Get clients connected to a specific device
relay_status iowap-client-mcp — Relay health, queue depth, task counters
node_list iowap-client-mcp — Fleet overview with IDs, status, capabilities, load
capabilities_list iowap-client-mcp — What the relay can do with input schemas and node IDs
task_submit iowap-client-mcp — Submit a task against a capability with optional short wait
task_result iowap-client-mcp — Poll a task result
artifact_download iowap-client-mcp — Fetch a task artifact to a local path
docs iowap-client-mcp — Read the live relay documentation
analyze_lab_results io.github.Nicodemus941/health-api — Score and interpret biomarker values with clinical context
extract_lab_from_pdf io.github.Nicodemus941/health-api — OCR a lab PDF and return structured biomarker data
normalize_biomarkers io.github.Nicodemus941/health-api — Standardize test names and units across labs
generate_clinical_insights io.github.Nicodemus941/health-api — AI pattern analysis with risk tiers and follow-up recommendations
get_health_score io.github.Nicodemus941/health-api — Aggregate wellness score 0-100 with category breakdown
generate_health_narrative io.github.Nicodemus941/health-api — Plain-English health summary suitable for patients
predict_disease_risk io.github.Nicodemus941/health-api — Risk prediction for 10 conditions including diabetes, CKD, and cardiovascular disease
sap_read_table_data io.github.NicoHern/abapilot-mcp — query SAP table rows with ABAP-style WHERE filtering
sap_read_table_structure io.github.NicoHern/abapilot-mcp — field definitions, types and keys of a table
sap_search_tables io.github.NicoHern/abapilot-mcp — find tables in the Data Dictionary by keyword
sap_read_code io.github.NicoHern/abapilot-mcp — read ABAP source (programs, classes, function groups)
sap_read_where_used io.github.NicoHern/abapilot-mcp — cross-reference lookup (what uses X / what does X use)
sap_syntax_check io.github.NicoHern/abapilot-mcp — validate ABAP source against the system's release rules
sap_read_dumps io.github.NicoHern/abapilot-mcp — ST22 runtime errors (short dumps)
sap_read_jobs io.github.NicoHern/abapilot-mcp — SM37 background jobs, status and runtimes
arch_optimize_scan bfxh/arch-optimize — Scans project directory for architecture analysis, entry points, tech stack, and documents.
arch_optimize_risk_diagnose bfxh/arch-optimize — Performs R1-R6 six decay risk scanning with four-part findings.
arch_optimize_quality_metrics bfxh/arch-optimize — Calculates MI/CC/HV/Health Score and identifies hotspots.
arch_optimize_regression_guard bfxh/arch-optimize — Records test baselines and compares for regression detection.
arch_optimize_dep_graph bfxh/arch-optimize — Generates dependency graph and detects circular dependencies.
sql_db_list_tables ipl-text2sql-mcp — List all tables in the database
sql_db_schema ipl-text2sql-mcp — Schema + sample rows for given tables
sql_db_query_checker ipl-text2sql-mcp — Validate query before execution
sql_db_query ipl-text2sql-mcp — Execute query and return results
get_ip_info ip-query-mcp — 查询完整的 IP 信息，包括内网 IP、公网 IP，并自动检测 VPN。
get_local_ip ip-query-mcp — 仅查询内网 IP 地址。
get_public_ip ip-query-mcp — 仅查询公网 IP 地址（不区分是否使用 VPN）。
avalanche_danger_rating_by_point haydenwade/avalanche-org-mcp-server — Get the current avalanche danger rating for a lat/lon point.
historic_avalanche_danger_rating_by_point haydenwade/avalanche-org-mcp-server — Get the avalanche danger rating for a lat/lon point on a specific historic date.
raw_map_layer haydenwade/avalanche-org-mcp-server — Returns the raw Avalanche.org map-layer GeoJSON FeatureCollection for all avalanche centers.
raw_map_layer_by_avalanche_center haydenwade/avalanche-org-mcp-server — Returns the raw map-layer GeoJSON FeatureCollection for a single avalanche center.
detect_ai_content io.github.CSOAI-ORG/meok-eu-code-of-practice-mcp — Heuristically score whether content appears AI-generated and optionally match a fingerprint.

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