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AI agent tool reliability // full index
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Tools get_forecast imvedanshmehra/weather-mcp-server — Get weather forecast for a location
get_current_status Mrquj/ATimeLogger MCP Server — Running/paused activities with elapsed time
stop_activity Mrquj/ATimeLogger MCP Server — Stop the active activity (name optional if only one is active); same backdating options
time_report Mrquj/ATimeLogger MCP Server — Aggregated per-type statistics for a period (today, this_week, last_month, … or explicit dates)
start_activity Mrquj/ATimeLogger MCP Server — Start by type name; optional backdating (at wall-clock time or started_minutes_ago)
list_activity_types Mrquj/ATimeLogger MCP Server — Activity type names as a group tree (source of names for other tools)
pause_resume_activity Mrquj/ATimeLogger MCP Server — Pause or resume
log_interval Mrquj/ATimeLogger MCP Server — Retroactively log a completed entry (wall-clock times, optional comment/tags)
list_intervals Mrquj/ATimeLogger MCP Server — Raw history grouped by day, paged, max 100-day range
send_email mcp-email-0306 — 自动向指定收件人发送带有主题和正文的邮件。
read_emails mcp-email-0306 — 自动拉取收件箱最新邮件,并智能解析发件人、主题及正文内容。
list_inbox mcp-email-client — List inbox emails (brief info, attachment count).
read_email mcp-email-client — Read full details of an email by UID, auto-save and list attachments.
send_email mcp-email-client — Send an email, with optional attachments.
reply_email mcp-email-client — Reply to an email, with optional attachments.
list_sent mcp-email-client — List sent emails (brief info, attachment count).
search_emails mcp-email-index — Semantic search across email subjects and bodies using natural language queries.
find_emails mcp-email-index — Field-specific structured search with exact or substring matching.
send_email mcp-email-sender — Send an email
read_email mcp-email-server-fastmcp — Read the full content of a specific email by its ID.
list_folders mcp-email-server-fastmcp — List all IMAP folders/mailboxes.
send_email mcp-email-server-fastmcp — Send an email via SMTP.
list_emails mcp-email-server-fastmcp — List emails from a specified IMAP folder.
search_emails mcp-email-server-fastmcp — Search emails in a folder by query.
move_email mcp-email-server-fastmcp — Move an email from one folder to another.
delete_email mcp-email-server-fastmcp — Delete an email by its ID.
create_folder mcp-email-server-fastmcp — Create a new IMAP folder.
delete_folder mcp-email-server-fastmcp — Delete an IMAP folder.
run_build_and_analyze mcp-embedded-helper — 执行 make 编译,自动捕获输出并分析错误,附带源码上下文
analyze_build_error mcp-embedded-helper — 分析已有的编译报错文本或日志文件
check_cross_env mcp-embedded-helper — 一键诊断交叉编译环境
list_files mcp-embedded-helper — 列出当前目录文件
nuwax_ask_question nuwax-ask-question-mcp — 向用户发起交互式问答,返回 pending 状态,Agent 停止当前轮次等待用户表单提交。
jira_add_comment thisIsRasel/jira-mcp-server — Add comment to issue
jira_create_issue thisIsRasel/jira-mcp-server — Create a Jira task
jira_search thisIsRasel/jira-mcp-server — Search Jira issues using JQL
jira_assign_issue thisIsRasel/jira-mcp-server — Assign issue to user
jira_projects thisIsRasel/jira-mcp-server — Get Jira projects
jira_get_issue thisIsRasel/jira-mcp-server — Retrieve Jira issue details
jira_transition_issue thisIsRasel/jira-mcp-server — Move issue to another workflow state
get_detection_rule_by_id AndreuCrespo/elastic-security-mcp — Retrieve a detection rule by its internal ID.
search_esql AndreuCrespo/elastic-security-mcp — Execute an ES|QL search.
shard_allocation_explain AndreuCrespo/elastic-security-mcp — Explain shard allocation.
list_agents AndreuCrespo/elastic-security-mcp — List Fleet agents.
list_cases AndreuCrespo/elastic-security-mcp — List cases.
release_device AndreuCrespo/elastic-security-mcp — Release a device from isolation.
set_detection_alert_tags AndreuCrespo/elastic-security-mcp — Set tags on a detection alert.
upgrade_fleet_agent AndreuCrespo/elastic-security-mcp — Upgrade a Fleet agent.
search_detection_rules AndreuCrespo/elastic-security-mcp — Find detection rules by query.
get_detection_rule_by_rule_id AndreuCrespo/elastic-security-mcp — Retrieve a detection rule by its stable rule_id.
preview_detection_rule AndreuCrespo/elastic-security-mcp — Preview a detection rule's results.
list_integrations AndreuCrespo/elastic-security-mcp — List installed integrations.
search_eql AndreuCrespo/elastic-security-mcp — Execute an EQL search.
lookup_threat_indicator AndreuCrespo/elastic-security-mcp — Look up a threat indicator.
cluster_health_report AndreuCrespo/elastic-security-mcp — Get cluster health report.
ilm_explain AndreuCrespo/elastic-security-mcp — Explain ILM for indices.
list_data_streams AndreuCrespo/elastic-security-mcp — List data streams.
list_indices AndreuCrespo/elastic-security-mcp — List indices.
get_endpoint_status AndreuCrespo/elastic-security-mcp — Get endpoint status.
get_response_action_details AndreuCrespo/elastic-security-mcp — Get details of a specific response action.
stop_process AndreuCrespo/elastic-security-mcp — Stop a process on an endpoint.
pause_process AndreuCrespo/elastic-security-mcp — Pause a process on an endpoint.
search_endpoint_logs AndreuCrespo/elastic-security-mcp — Search endpoint logs.
get_alerts AndreuCrespo/elastic-security-mcp — Retrieve alerts.
cluster_health AndreuCrespo/elastic-security-mcp — Get cluster health.
search_query_dsl AndreuCrespo/elastic-security-mcp — Execute an Elasticsearch Query DSL search.
get_response_action_history AndreuCrespo/elastic-security-mcp — Get response action history.
isolate_device AndreuCrespo/elastic-security-mcp — Isolate a device from the network.
snapshot_status AndreuCrespo/elastic-security-mcp — Get snapshot status.
index_statistics AndreuCrespo/elastic-security-mcp — Get index statistics.
get_mappings AndreuCrespo/elastic-security-mcp — Get mappings for indices or data streams.
get_field_capabilities AndreuCrespo/elastic-security-mcp — Get field capabilities.
sample_documents AndreuCrespo/elastic-security-mcp — Get representative document samples.
list_agent_policies AndreuCrespo/elastic-security-mcp — List agent policies.
get_case_comments AndreuCrespo/elastic-security-mcp — Get comments for a case.
get_case_activity AndreuCrespo/elastic-security-mcp — Get activity history for a case.
request_running_processes AndreuCrespo/elastic-security-mcp — Request a list of running processes from an endpoint.
create_case AndreuCrespo/elastic-security-mcp — Create a new case.
add_case_comment AndreuCrespo/elastic-security-mcp — Add a comment to a case.
update_case AndreuCrespo/elastic-security-mcp — Update a case.
set_detection_rules_enabled AndreuCrespo/elastic-security-mcp — Enable or disable detection rules.
scan_endpoint_path AndreuCrespo/elastic-security-mcp — Scan a specific path on an endpoint.
set_detection_alert_status AndreuCrespo/elastic-security-mcp — Set the status of a detection alert.
set_detection_alert_assignees AndreuCrespo/elastic-security-mcp — Set assignees on a detection alert.
request_agent_diagnostics AndreuCrespo/elastic-security-mcp — Request diagnostics from a Fleet agent.
update_fleet_agent_tags AndreuCrespo/elastic-security-mcp — Update tags on a Fleet agent.
reassign_fleet_agent AndreuCrespo/elastic-security-mcp — Reassign a Fleet agent to a different policy.
unenroll_fleet_agent AndreuCrespo/elastic-security-mcp — Unenroll a Fleet agent.
memorize io.github.Muvon/octobrain — Store memories with metadata; optional related_to for inline relationships
remember io.github.Muvon/octobrain — Semantic search with filters; returns 1-hop graph neighbors
forget io.github.Muvon/octobrain — Delete memories (requires confirmation)
knowledge io.github.Muvon/octobrain — Unified tool: search, store, delete, read, match via command field
retrieve cutlerbenjamin1-cmd/hybrid-recall — Unified search across the knowledge graph, memory, and docs with KG-powered query expansion and RRF fusion.
kg cutlerbenjamin1-cmd/hybrid-recall — Entity-relationship knowledge graph with hybrid search.
sqlite cutlerbenjamin1-cmd/hybrid-recall — Hybrid search over a document corpus using FTS5 keyword and semantic embeddings fused with Reciprocal Rank Fusion.
memory cutlerbenjamin1-cmd/hybrid-recall — Semantic key/value store for cross-session notes with operations: store, append, replace-section, search, get, list.
dashboard_widget_scaffold @boardstate/schema — Scaffold a new custom widget with manifest and HTML.
boardstate_tool_search @boardstate/schema — Search for available tools from external MCP servers.
dashboard_tab_create @boardstate/schema — Create a new tab in the dashboard.
configure_token zachsnow/parsley-mcp — Set the Parsley API bearer token for this session
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